In [1]:

    

#Load a specific lightcurve file for testing purposes
import json
import sys
import numpy as np
import emcee
import george
import matplotlib.pyplot as plt
sys.path.append('../classification')
sys.path.append('../gen_lightcurves')
import os
filenames = ['../gen_lightcurves/gp_smoothed/SN2005el_gpsmoothed.json','../gen_lightcurves/gp_smoothed/SDSS-II SN 18165_gpsmoothed.json',
            '../gen_lightcurves/gp_smoothed/SN2004dj_gpsmoothed.json']

file_data = {}

for filename in filenames:
    with open(filename, 'r') as f:
         temp_file_data = json.load(f)
    print(temp_file_data.keys())
    for key in temp_file_data:
        file_data[key] = temp_file_data[key]


    

    




dict_keys(['B_', 'B__CSP', 'B_kait3', 'H_PAIRITEL', 'H__CSP', 'I_kait3', 'J_PAIRITEL', 'J__CSP', 'Ks_PAIRITEL', 'R_kait3', 'U_', 'V_', 'V__CSP', 'V_kait3', 'Y__CSP', 'g__CSP', 'i__CSP', 'r__CSP', 'u__CSP'])
dict_keys(['gprime_SDSS_SDSS', 'rprime_SDSS_SDSS'])
dict_keys(['B_', 'I_', 'R_', 'U_', 'V_'])

In [2]:

    

for filt in file_data:
    mjd = np.array(file_data[filt]['mjd'])
    mag = np.array(file_data[filt]['mag'])
    magerr = np.array(file_data[filt]['dmag'])
    modelmjd = file_data[filt]['modeldate']
    modelmag = file_data[filt]['modelmag']
    
    plt.errorbar(mjd,mag,yerr=magerr)
    plt.plot(modelmjd, modelmag)
    plt.title(filt)
    plt.show()


    

In [ ]:

    

for filt in file_data: