#Declare code classes
dz = Dazer()
nb = Nebular_Bayesian()

#Declare data to treat
Catalogue_Dic       = dz.import_catalogue()
nebular_exten       = '_NebularContinuum.fits'
Stellar_ext         = '_StellarContinuum.fits'
emitting_ext        = '_Emission.fits'
cHbeta_type         = 'cHBeta_red'
AbundancesFileExtension = '_' + Catalogue_Dic['Datatype'] + '_emission_LinesLog_v3.txt'    #First data log for reduced spectra

#Find and organize files from terminal command or .py file
FilesList           = dz.Folder_Explorer(Stellar_ext,  Catalogue_Dic['Obj_Folder'], CheckComputer=False)
catalogue_frame     = dz.load_catalogue_frame(FilesList)
# 
# print catalogue_frame
# 
# #Define plot frame and colors
dz.FigConf(n_colors=5, fontsize=30)
# 
# lineal_mod = LinearModel(prefix='lineal_')
# 
# Traces_code = ['He_abud', 'T_e', 'n_e', 'c_Hbeta', 'Tau', 'Xi'] #['He_abud', 'T_e', 'n_e', 'abs_H', 'abs_He', 'c_Hbeta', 'Tau', 'Xi', 'ChiSq']
# Traces_labels=  [r'$y^{+}$', r'$T_{e}$',  r'$n_{e}$', r'$c(H\beta)$', r'$\tau$', r'$\xi$'] #[r'$y^{+}$', r'$T_{e}$',  r'$n_{e}$', r'$a_{H}$', r'$a_{He}$' r'$c(H\beta)$',  r'$\tau$', r'$\xi$', r'$\chi^{2}$']
# ['He_abud', 'T_e', 'n_e', 'c_Hbeta', 'Tau', 'Xi'], [r'$y^{+}$', r'$T_{e}\,(K)$',  r'$n_{e}\,(cm^{-3})$', r'$c(H\beta)$', r'$\tau$', r'$\xi$']
# 
# database_address = '/home/vital/Dropbox/Astrophysics/Data/WHT_Catalogue_SulfurRegression/Objects/08/J0_08_extandar_30000_5000_10_Revision2'
# 
# #['He_abud', 'T_e', 'n_e', 'c_Hbeta', 'Tau', 'Xi']