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Edit and run 





In [1]:



    


import scda
import pprint
import logging
import os
import numpy as np
scda.configure_log()



    











In [2]:



    


survey_dir = os.path.normpath("/astro/opticslab1/SCDA/Scripts/AMPL/april_survey01_10bw/")
os.chdir(survey_dir)
os.listdir(".")



    


















    
Out[2]:








['amplsrc',
 'solutions',
 'logs',
 'slurmsh',
 'april_survey01_10bw_kstlaurent_2016-04-26.csv',
 'april_survey01_10bw_kstlaurent_2016-04-26.pkl',
 'april_survey01_10bw_kstlaurent_2016-04-25.pkl',
 'april_survey01_10bw_ntz_2016-04-21.pkl',
 'april_survey01_10bw_kstlaurent_2016-04-26_ntzeval.csv',
 'crontab_april_survey01_10bw_kstlaurent_2016-04-25',
 'queuefill.log',
 'april_survey01_10bw_2016-04-26.csv']

















In [3]:



    


#os.listdir("./solutions/")



    











In [4]:



    


survey_archive_fname = "april_survey01_10bw_kstlaurent_2016-04-26.pkl"



    











In [5]:



    


survey_archive = scda.load_design_param_survey(survey_archive_fname)



    











In [6]:



    


survey_archive.get_metrics(verbose=True)



    


















    






Non-binary residuals, as a percentage of clear telescope aperture area: 15.96%
Band-averaged Airy throughput: 9.25%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.44
Non-binary residuals, as a percentage of clear telescope aperture area: 0.28%
Band-averaged Airy throughput: 0.00%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.72
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 16.64%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.20
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 17.65%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.17
Non-binary residuals, as a percentage of clear telescope aperture area: 18.57%
Band-averaged Airy throughput: 9.37%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.40
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 13.90%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.20
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 14.97%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.17
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 15.69%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.11
Non-binary residuals, as a percentage of clear telescope aperture area: 20.55%
Band-averaged Airy throughput: 8.67%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.34
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 12.12%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.17
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 12.93%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.11
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 13.92%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.09
Non-binary residuals, as a percentage of clear telescope aperture area: 4.50%
Band-averaged Airy throughput: 40.91%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.39
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 16.00%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.29
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 16.64%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.20
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 17.65%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.17
Non-binary residuals, as a percentage of clear telescope aperture area: 3.56%
Band-averaged Airy throughput: 36.62%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 3.00%
Band-averaged Airy throughput: 0.28%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.76
Non-binary residuals, as a percentage of clear telescope aperture area: 1.83%
Band-averaged Airy throughput: 0.05%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.70
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 15.69%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.11
Non-binary residuals, as a percentage of clear telescope aperture area: 5.60%
Band-averaged Airy throughput: 27.10%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.27
Non-binary residuals, as a percentage of clear telescope aperture area: 51.18%
Band-averaged Airy throughput: 12.12%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.17
Non-binary residuals, as a percentage of clear telescope aperture area: 3.17%
Band-averaged Airy throughput: 0.16%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.53
Non-binary residuals, as a percentage of clear telescope aperture area: 1.95%
Band-averaged Airy throughput: 0.07%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.61
Non-binary residuals, as a percentage of clear telescope aperture area: 4.20%
Band-averaged Airy throughput: 37.11%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.41
Non-binary residuals, as a percentage of clear telescope aperture area: 9.58%
Band-averaged Airy throughput: 22.85%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.47
Non-binary residuals, as a percentage of clear telescope aperture area: 9.54%
Band-averaged Airy throughput: 12.73%
Band-averaged FWHM PSF area / (lambda0/D)^2: 2.02
Non-binary residuals, as a percentage of clear telescope aperture area: 14.77%
Band-averaged Airy throughput: 7.10%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.97
Non-binary residuals, as a percentage of clear telescope aperture area: 4.04%
Band-averaged Airy throughput: 35.06%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 8.90%
Band-averaged Airy throughput: 19.76%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.38
Non-binary residuals, as a percentage of clear telescope aperture area: 8.53%
Band-averaged Airy throughput: 9.99%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.91
Non-binary residuals, as a percentage of clear telescope aperture area: 13.22%
Band-averaged Airy throughput: 8.26%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.97
Non-binary residuals, as a percentage of clear telescope aperture area: 3.35%
Band-averaged Airy throughput: 31.36%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.23
Non-binary residuals, as a percentage of clear telescope aperture area: 14.26%
Band-averaged Airy throughput: 15.08%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.30
Non-binary residuals, as a percentage of clear telescope aperture area: 0.84%
Band-averaged Airy throughput: 6.74%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.78
Non-binary residuals, as a percentage of clear telescope aperture area: 10.87%
Band-averaged Airy throughput: 6.03%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.85
Non-binary residuals, as a percentage of clear telescope aperture area: 17.57%
Band-averaged Airy throughput: 11.00%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.44
Non-binary residuals, as a percentage of clear telescope aperture area: 12.90%
Band-averaged Airy throughput: 4.94%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.42
Non-binary residuals, as a percentage of clear telescope aperture area: 3.53%
Band-averaged Airy throughput: 1.53%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.40
Non-binary residuals, as a percentage of clear telescope aperture area: 3.52%
Band-averaged Airy throughput: 0.24%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.42
Non-binary residuals, as a percentage of clear telescope aperture area: 2.78%
Band-averaged Airy throughput: 10.51%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.39
Non-binary residuals, as a percentage of clear telescope aperture area: 4.48%
Band-averaged Airy throughput: 6.27%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.39
Non-binary residuals, as a percentage of clear telescope aperture area: 7.83%
Band-averaged Airy throughput: 3.11%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.40
Non-binary residuals, as a percentage of clear telescope aperture area: 6.60%
Band-averaged Airy throughput: 1.69%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.43
Non-binary residuals, as a percentage of clear telescope aperture area: 16.01%
Band-averaged Airy throughput: 9.84%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.34
Non-binary residuals, as a percentage of clear telescope aperture area: 11.50%
Band-averaged Airy throughput: 7.37%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 1.66%
Band-averaged Airy throughput: 5.11%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 1.43%
Band-averaged Airy throughput: 3.64%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 2.91%
Band-averaged Airy throughput: 41.34%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.36
Non-binary residuals, as a percentage of clear telescope aperture area: 4.20%
Band-averaged Airy throughput: 42.49%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 3.46%
Band-averaged Airy throughput: 42.71%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 5.11%
Band-averaged Airy throughput: 41.84%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 4.13%
Band-averaged Airy throughput: 36.86%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.31
Non-binary residuals, as a percentage of clear telescope aperture area: 4.08%
Band-averaged Airy throughput: 39.81%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.30
Non-binary residuals, as a percentage of clear telescope aperture area: 4.51%
Band-averaged Airy throughput: 39.93%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.29
Non-binary residuals, as a percentage of clear telescope aperture area: 9.05%
Band-averaged Airy throughput: 37.65%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.28
Non-binary residuals, as a percentage of clear telescope aperture area: 5.40%
Band-averaged Airy throughput: 28.12%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.25
Non-binary residuals, as a percentage of clear telescope aperture area: 6.51%
Band-averaged Airy throughput: 31.66%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.22
Non-binary residuals, as a percentage of clear telescope aperture area: 7.15%
Band-averaged Airy throughput: 30.14%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.22
Non-binary residuals, as a percentage of clear telescope aperture area: 2.03%
Band-averaged Airy throughput: 27.53%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.20
Non-binary residuals, as a percentage of clear telescope aperture area: 5.38%
Band-averaged Airy throughput: 41.09%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.38
Non-binary residuals, as a percentage of clear telescope aperture area: 6.67%
Band-averaged Airy throughput: 41.08%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 5.30%
Band-averaged Airy throughput: 41.66%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.30
Non-binary residuals, as a percentage of clear telescope aperture area: 2.82%
Band-averaged Airy throughput: 42.09%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.26
Non-binary residuals, as a percentage of clear telescope aperture area: 4.05%
Band-averaged Airy throughput: 37.46%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 5.23%
Band-averaged Airy throughput: 40.35%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.29
Non-binary residuals, as a percentage of clear telescope aperture area: 4.29%
Band-averaged Airy throughput: 41.11%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.22
Non-binary residuals, as a percentage of clear telescope aperture area: 5.33%
Band-averaged Airy throughput: 41.79%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.19
Non-binary residuals, as a percentage of clear telescope aperture area: 2.31%
Band-averaged Airy throughput: 32.73%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.26
Non-binary residuals, as a percentage of clear telescope aperture area: 10.79%
Band-averaged Airy throughput: 34.45%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.20
Non-binary residuals, as a percentage of clear telescope aperture area: 5.38%
Band-averaged Airy throughput: 36.79%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.17
Non-binary residuals, as a percentage of clear telescope aperture area: 4.84%
Band-averaged Airy throughput: 37.80%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.17
Non-binary residuals, as a percentage of clear telescope aperture area: 17.83%
Band-averaged Airy throughput: 11.72%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.42
Non-binary residuals, as a percentage of clear telescope aperture area: 11.21%
Band-averaged Airy throughput: 4.19%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.38
Non-binary residuals, as a percentage of clear telescope aperture area: 1.64%
Band-averaged Airy throughput: 0.77%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.34
Non-binary residuals, as a percentage of clear telescope aperture area: 52.08%
Band-averaged Airy throughput: 18.51%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.17
Non-binary residuals, as a percentage of clear telescope aperture area: 12.81%
Band-averaged Airy throughput: 11.43%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.37
Non-binary residuals, as a percentage of clear telescope aperture area: 6.17%
Band-averaged Airy throughput: 5.21%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.34
Non-binary residuals, as a percentage of clear telescope aperture area: 5.83%
Band-averaged Airy throughput: 1.87%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.38
Non-binary residuals, as a percentage of clear telescope aperture area: 0.67%
Band-averaged Airy throughput: 0.71%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.42
Non-binary residuals, as a percentage of clear telescope aperture area: 17.53%
Band-averaged Airy throughput: 10.56%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 4.20%
Band-averaged Airy throughput: 7.35%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.31
Non-binary residuals, as a percentage of clear telescope aperture area: 1.52%
Band-averaged Airy throughput: 4.28%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.31
Non-binary residuals, as a percentage of clear telescope aperture area: 6.17%
Band-averaged Airy throughput: 2.77%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 2.89%
Band-averaged Airy throughput: 40.16%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.42
Non-binary residuals, as a percentage of clear telescope aperture area: 3.84%
Band-averaged Airy throughput: 42.43%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 3.30%
Band-averaged Airy throughput: 43.97%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.31
Non-binary residuals, as a percentage of clear telescope aperture area: 3.95%
Band-averaged Airy throughput: 43.21%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 4.10%
Band-averaged Airy throughput: 36.11%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.36
Non-binary residuals, as a percentage of clear telescope aperture area: 4.23%
Band-averaged Airy throughput: 39.87%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.31
Non-binary residuals, as a percentage of clear telescope aperture area: 4.27%
Band-averaged Airy throughput: 41.52%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.29
Non-binary residuals, as a percentage of clear telescope aperture area: 8.48%
Band-averaged Airy throughput: 39.36%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.29
Non-binary residuals, as a percentage of clear telescope aperture area: 4.51%
Band-averaged Airy throughput: 27.03%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.28
Non-binary residuals, as a percentage of clear telescope aperture area: 5.32%
Band-averaged Airy throughput: 31.55%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.23
Non-binary residuals, as a percentage of clear telescope aperture area: 5.95%
Band-averaged Airy throughput: 31.68%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.20
Non-binary residuals, as a percentage of clear telescope aperture area: 8.62%
Band-averaged Airy throughput: 28.76%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.20
Non-binary residuals, as a percentage of clear telescope aperture area: 3.28%
Band-averaged Airy throughput: 40.82%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.40
Non-binary residuals, as a percentage of clear telescope aperture area: 5.36%
Band-averaged Airy throughput: 40.74%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.30
Non-binary residuals, as a percentage of clear telescope aperture area: 5.17%
Band-averaged Airy throughput: 40.07%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.23
Non-binary residuals, as a percentage of clear telescope aperture area: 5.24%
Band-averaged Airy throughput: 40.27%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.19
Non-binary residuals, as a percentage of clear telescope aperture area: 4.96%
Band-averaged Airy throughput: 37.74%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.35
Non-binary residuals, as a percentage of clear telescope aperture area: 3.79%
Band-averaged Airy throughput: 41.31%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.30
Non-binary residuals, as a percentage of clear telescope aperture area: 5.76%
Band-averaged Airy throughput: 41.37%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.22
Non-binary residuals, as a percentage of clear telescope aperture area: 4.78%
Band-averaged Airy throughput: 40.39%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.19
Non-binary residuals, as a percentage of clear telescope aperture area: 5.73%
Band-averaged Airy throughput: 32.84%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.31
Non-binary residuals, as a percentage of clear telescope aperture area: 5.77%
Band-averaged Airy throughput: 35.06%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.20
Non-binary residuals, as a percentage of clear telescope aperture area: 4.25%
Band-averaged Airy throughput: 37.79%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.19
Non-binary residuals, as a percentage of clear telescope aperture area: 5.94%
Band-averaged Airy throughput: 36.12%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.17
Non-binary residuals, as a percentage of clear telescope aperture area: 18.72%
Band-averaged Airy throughput: 11.26%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.44
Non-binary residuals, as a percentage of clear telescope aperture area: 11.32%
Band-averaged Airy throughput: 5.05%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.42
Non-binary residuals, as a percentage of clear telescope aperture area: 6.32%
Band-averaged Airy throughput: 1.43%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.40
Non-binary residuals, as a percentage of clear telescope aperture area: 1.39%
Band-averaged Airy throughput: 0.25%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.42
Non-binary residuals, as a percentage of clear telescope aperture area: 13.67%
Band-averaged Airy throughput: 10.94%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.39
Non-binary residuals, as a percentage of clear telescope aperture area: 10.97%
Band-averaged Airy throughput: 6.32%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.39
Non-binary residuals, as a percentage of clear telescope aperture area: 6.15%
Band-averaged Airy throughput: 1.60%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.44
Non-binary residuals, as a percentage of clear telescope aperture area: 12.83%
Band-averaged Airy throughput: 5.29%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 9.06%
Band-averaged Airy throughput: 3.80%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 3.35%
Band-averaged Airy throughput: 41.01%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.41
Non-binary residuals, as a percentage of clear telescope aperture area: 4.63%
Band-averaged Airy throughput: 36.79%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.36
Non-binary residuals, as a percentage of clear telescope aperture area: 4.03%
Band-averaged Airy throughput: 37.58%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.32
Non-binary residuals, as a percentage of clear telescope aperture area: 3.27%
Band-averaged Airy throughput: 40.25%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.29
Non-binary residuals, as a percentage of clear telescope aperture area: 9.89%
Band-averaged Airy throughput: 37.80%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.30
Non-binary residuals, as a percentage of clear telescope aperture area: 8.97%
Band-averaged Airy throughput: 25.33%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.29
Non-binary residuals, as a percentage of clear telescope aperture area: 9.70%
Band-averaged Airy throughput: 25.16%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.25
Non-binary residuals, as a percentage of clear telescope aperture area: 14.56%
Band-averaged Airy throughput: 22.62%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.19
Non-binary residuals, as a percentage of clear telescope aperture area: 4.36%
Band-averaged Airy throughput: 41.05%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.40
Non-binary residuals, as a percentage of clear telescope aperture area: 2.03%
Band-averaged Airy throughput: 40.78%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.34
Non-binary residuals, as a percentage of clear telescope aperture area: 4.91%
Band-averaged Airy throughput: 40.61%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.30
Non-binary residuals, as a percentage of clear telescope aperture area: 3.72%
Band-averaged Airy throughput: 40.76%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.24
Non-binary residuals, as a percentage of clear telescope aperture area: 3.88%
Band-averaged Airy throughput: 37.51%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.35
Non-binary residuals, as a percentage of clear telescope aperture area: 3.34%
Band-averaged Airy throughput: 38.26%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.31
Non-binary residuals, as a percentage of clear telescope aperture area: 5.19%
Band-averaged Airy throughput: 40.67%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.22
Non-binary residuals, as a percentage of clear telescope aperture area: 2.59%
Band-averaged Airy throughput: 31.42%
Band-averaged FWHM PSF area / (lambda0/D)^2: 1.27

















In [7]:



    


survey_archive.coron_list[50].eval_metrics



    


















    
Out[7]:








{'airy thrupt': 0.42708162845397807,
 'apod nb res ratio': 0.034642876209013712,
 'fwhm area': 1.3177083333333333}

















In [8]:



    


survey_archive.coron_list[50].fileorg



    


















    
Out[8]:








{'FPM dir': '../InputMasks/FPM',
 'FPM fname': '../InputMasks/FPM/FPM_quart_occspot_M060.dat',
 'LDZ fname': '../InputMasks/LS/LDZ_quart_ann20D80_clear_Tol05_N0125.dat',
 'LS dir': '../InputMasks/LS',
 'LS fname': '../InputMasks/LS/LS_quart_ann20D80_clear_N0125.dat',
 'TelAp dir': '../InputMasks/TelAp',
 'TelAp fname': '../InputMasks/TelAp/TelAp_quart_hex2X025cobs1_N0125.dat',
 'ampl src dir': 'amplsrc',
 'ampl src fname': 'amplsrc/APLC_quart_hex2X025cobs1_N0125_FPM400M060_LSann20D80clearTol05s30_Img100C_35DA100_BW10Nlam03fpres2_linbarpre1.mod',
 'eval dir': '.',
 'job name': 'APLC_quart_hex2X025cobs1_N0125_FPM400M060_LSann20D80clearTol05s30_Img100C_35DA100_BW10Nlam03fpres2_linbarpre1',
 'log dir': 'logs',
 'log fname': 'logs/APLC_quart_hex2X025cobs1_N0125_FPM400M060_LSann20D80clearTol05s30_Img100C_35DA100_BW10Nlam03fpres2_linbarpre1.log',
 'slurm dir': 'slurmsh',
 'slurm fname': 'slurmsh/APLC_quart_hex2X025cobs1_N0125_FPM400M060_LSann20D80clearTol05s30_Img100C_35DA100_BW10Nlam03fpres2_linbarpre1.sh',
 'sol dir': 'solutions',
 'sol fname': 'solutions/ApodSol_APLC_quart_hex2X025cobs1_N0125_FPM400M060_LSann20D80clearTol05s30_Img100C_35DA100_BW10Nlam03fpres2_linbarpre1.dat',
 'work dir': '.'}

















In [9]:



    


survey_archive.write_spreadsheet(csv_fname="april_survey01_10bw_kstlaurent_2016-04-26_ntzeval.csv")



    


















    






INFO:root:Wrote design survey spreadsheet to ./april_survey01_10bw_kstlaurent_2016-04-26_ntzeval.csv

















In [ ]:

Content source: neilzim/SCDA

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