QA for an Exposures (v1.3)

v1.2 -- Fuss with table() method
v1.3 -- Add coeffs



In [1]:

    
# imports
from importlib import reload

import time

from desispec.qa import qa_exposure as dqaexp

Load



In [2]:

    
expid = 23
night = '20200323'
specprod_dir = '/home/xavier/DESI/DESI_SCRATCH/18.11/spectro/redux/mini/'
multi_root = 'mini_qa'



In [15]:

    
# Load data
reload(dqaexp)
qaexp = dqaexp.QA_Exposure(expid, night, 'science', specprod_dir=specprod_dir, multi_root=multi_root)









    



INFO:qa.py:220:load_qa_multiexp: Loading QA prod file: /home/xavier/DESI/DESI_SCRATCH/18.11/spectro/redux/mini/QA/mini_qa.json



In [16]:

    
qaexp.data['frames']['b1']['FLUXCALIB']









    Out[16]:





{'METRICS': {'MAX_ZP_OFF': [0.0, 40],
  'NSTARS_FIBER': 10,
  'RMS_ZP': 0.0,
  'ZP': 17.603189791244063},
 'PARAMS': {'MAX_ZP_OFF': 0.2, 'ZP_WAVE': 4800.0}}

Table me



In [17]:

    
tstart = time.time()
qaexp.s2n_table()
tend = time.time()
tend-tstart









    Out[17]:





0.14874505996704102



In [18]:

    
qaexp.qa_s2n[0:10]









    Out[18]:




Table length=10

MEDIAN_SNR FIBER CAMERA NIGHT EXPID CHANNEL MAGS RESID OBJTYPE COEFFS [2]
float64 int64 str2 str8 int64 str1 float64 float64 str4 float64
0.20216157315077532 0 z1 20200323 23 z 22.72106170654297 0.08267254502423291 ELG 0.01 .. 2.1
0.4851868239347685 1 z1 20200323 23 z 21.795635223388672 0.11087270982658509 ELG 0.01 .. 2.1
0.34923409294003344 2 z1 20200323 23 z 21.974483489990234 -0.05786463842179481 ELG 0.01 .. 2.1
0.44729027122753406 3 z1 20200323 23 z 21.6116943359375 -0.13477311037700476 ELG 0.01 .. 2.1
4.113991233202288 4 z1 20200323 23 z 18.745939254760742 0.0032413979384317768 LRG 0.01 .. 6.300000000000001
-0.0009607935137527366 5 z1 20200323 23 z 0.0 -999.0 0.0 .. 0.0
0.29222053844751944 6 z1 20200323 23 z 22.14106559753418 -0.08144893604033841 ELG 0.01 .. 2.1
2.040580780938894 7 z1 20200323 23 z 19.528453826904297 0.010381037233789657 LRG 0.01 .. 6.300000000000001
1.2888812230052453 8 z1 20200323 23 z 19.8674373626709 -0.13075888135649236 LRG 0.01 .. 6.300000000000001
0.21598083756713454 9 z1 20200323 23 z 22.752859115600586 0.19099090924752737 ELG 0.01 .. 2.1



In [16]:

    
qaexp.qa_s2n.meta









    Out[16]:





{'AIRMASS': 1.084055919995993,
 'DATE-OBS': '2020-03-24T04:11:21.522',
 'EXPTIME': 1104.473903438055,
 'FLAVOR': 'science',
 'NIGHT': '20200323'}

FluxCalib QA



In [7]:

    
outfil = 'qa-00000006-flux.pdf'
qaexp.fluxcalib(outfil)









    



Wrote QA FluxCalib Exposure file: qa-00000006-flux.pdf



In [ ]:

MEDIAN_SNR	FIBER	CAMERA	NIGHT	EXPID	CHANNEL	MAGS	RESID	OBJTYPE	COEFFS [2]
float64	int64	str2	str8	int64	str1	float64	float64	str4	float64
0.20216157315077532	0	z1	20200323	23	z	22.72106170654297	0.08267254502423291	ELG	0.01 .. 2.1
0.4851868239347685	1	z1	20200323	23	z	21.795635223388672	0.11087270982658509	ELG	0.01 .. 2.1
0.34923409294003344	2	z1	20200323	23	z	21.974483489990234	-0.05786463842179481	ELG	0.01 .. 2.1
0.44729027122753406	3	z1	20200323	23	z	21.6116943359375	-0.13477311037700476	ELG	0.01 .. 2.1
4.113991233202288	4	z1	20200323	23	z	18.745939254760742	0.0032413979384317768	LRG	0.01 .. 6.300000000000001
-0.0009607935137527366	5	z1	20200323	23	z	0.0	-999.0		0.0 .. 0.0
0.29222053844751944	6	z1	20200323	23	z	22.14106559753418	-0.08144893604033841	ELG	0.01 .. 2.1
2.040580780938894	7	z1	20200323	23	z	19.528453826904297	0.010381037233789657	LRG	0.01 .. 6.300000000000001
1.2888812230052453	8	z1	20200323	23	z	19.8674373626709	-0.13075888135649236	LRG	0.01 .. 6.300000000000001
0.21598083756713454	9	z1	20200323	23	z	22.752859115600586	0.19099090924752737	ELG	0.01 .. 2.1