In [2]:

    

# Modulos básicos
import numpy as np
import time
#from pylab import imshow
import matplotlib.pyplot as plt
from tqdm import tqdm, tnrange, tqdm_notebook
# Modulo para manejo de fecha
from datetime import datetime, timedelta
# Modulos para astrofisica/solar
import astropy
from sunpy.net import vso
import astropy.units as u
from sunpy.map import Map
from astropy.io import fits # to fix headers
# Custom-made methods and classes for fixing headers
#from lib.CompatMaps import sinehpc_wcs_frame_mapping


    

    




WARNING: AstropyDeprecationWarning: astropy.utils.compat.odict.OrderedDict is now deprecated - import OrderedDict from the collections module instead [astropy.utils.compat.odict]

In [5]:

    

# defining datetime range and number of samples 
dates = []  # where the dates pairs are going to be stored
date_start = datetime(2012,7,1,0,0,0)
date_end = datetime(2012,7,3,23,59,59)
date_samples = 35  # Number of samples to take between dates
date_delta = (date_end - date_start)/date_samples  # How frequent to take a sample
date_window = timedelta(minutes=1.0)
temp_date = date_start
while temp_date < date_end:
    dates.append((str(temp_date),str(temp_date+date_window)))
    temp_date += date_delta


    

In [6]:

    

for i in range(3):
    # definir instrumento
    instrument = 'hmi'
    # definir rango de longitud de onda (min,max)
    #wavelength = 400*u.nm , 700*u.nm

    # Query data - Buscar datos en esas fechas
    t = 0
    for i in dates:
        tstart, tend = i[0], i[1]
        #data_client = vso.VSOClient()
        data_client = vso.VSOClient(url='https://vso.nascom.nasa.gov/API/VSOi_rpc_literal.wsdl') # workaround when VSO server fail 
        # more info at: https://riot.im/app/#/room/!MeRdFpEonLoCwhoHeT:matrix.org/$14939136771403280rCVLc:matrix.org 
        data_query = data_client.query(vso.attrs.Time(tstart, tend), \
                                       vso.attrs.Instrument(instrument), vso.attrs.Physobs("intensity"))
        print("Found ",len(data_query)," records from ", tstart, " to ", tend)
        print("Time range: ", data_query.time_range())
        print("Size in KB: ", data_query.total_size())
        data_dir = '/home/ivan/projects/Physics/solar/solar-physics-ex/rotation/data/set18/{file}.fits'
        results = data_client.get(data_query, path=data_dir)
        if t%2 == 0:
            time.sleep(30)
        t+=1


    

    




Found  1  records from  2012-07-01 00:00:00  to  2012-07-01 00:01:00
Time range:  (datetime.datetime(2012, 7, 1, 0, 0, 40), datetime.datetime(2012, 7, 1, 0, 0, 41))
Size in KB:  0
Found  2  records from  2012-07-01 02:03:25.685714  to  2012-07-01 02:04:25.685714
Time range:  (datetime.datetime(2012, 7, 1, 2, 3, 40), datetime.datetime(2012, 7, 1, 2, 4, 26))
Size in KB:  0
Found  1  records from  2012-07-01 04:06:51.371428  to  2012-07-01 04:07:51.371428
Time range:  (datetime.datetime(2012, 7, 1, 4, 7, 25), datetime.datetime(2012, 7, 1, 4, 7, 26))
Size in KB:  0
Found  2  records from  2012-07-01 06:10:17.057142  to  2012-07-01 06:11:17.057142
Time range:  (datetime.datetime(2012, 7, 1, 6, 10, 25), datetime.datetime(2012, 7, 1, 6, 11, 11))
Size in KB:  0
Found  1  records from  2012-07-01 08:13:42.742856  to  2012-07-01 08:14:42.742856
Time range:  (datetime.datetime(2012, 7, 1, 8, 14, 10), datetime.datetime(2012, 7, 1, 8, 14, 11))
Size in KB:  0
Found  2  records from  2012-07-01 10:17:08.428570  to  2012-07-01 10:18:08.428570
Time range:  (datetime.datetime(2012, 7, 1, 10, 17, 10), datetime.datetime(2012, 7, 1, 10, 17, 56))
Size in KB:  0
Found  1  records from  2012-07-01 12:20:34.114284  to  2012-07-01 12:21:34.114284
Time range:  (datetime.datetime(2012, 7, 1, 12, 20, 55), datetime.datetime(2012, 7, 1, 12, 20, 56))
Size in KB:  0
Found  1  records from  2012-07-01 14:23:59.799998  to  2012-07-01 14:24:59.799998
Time range:  (datetime.datetime(2012, 7, 1, 14, 24, 40), datetime.datetime(2012, 7, 1, 14, 24, 41))
Size in KB:  0
Found  2  records from  2012-07-01 16:27:25.485712  to  2012-07-01 16:28:25.485712
Time range:  (datetime.datetime(2012, 7, 1, 16, 27, 40), datetime.datetime(2012, 7, 1, 16, 28, 26))
Size in KB:  0
Found  1  records from  2012-07-01 18:30:51.171426  to  2012-07-01 18:31:51.171426
Time range:  (datetime.datetime(2012, 7, 1, 18, 31, 25), datetime.datetime(2012, 7, 1, 18, 31, 26))
Size in KB:  0
Found  2  records from  2012-07-01 20:34:16.857140  to  2012-07-01 20:35:16.857140
Time range:  (datetime.datetime(2012, 7, 1, 20, 34, 25), datetime.datetime(2012, 7, 1, 20, 35, 11))
Size in KB:  0
Found  1  records from  2012-07-01 22:37:42.542854  to  2012-07-01 22:38:42.542854
Time range:  (datetime.datetime(2012, 7, 1, 22, 38, 10), datetime.datetime(2012, 7, 1, 22, 38, 11))
Size in KB:  0
Found  2  records from  2012-07-02 00:41:08.228568  to  2012-07-02 00:42:08.228568
Time range:  (datetime.datetime(2012, 7, 2, 0, 41, 10), datetime.datetime(2012, 7, 2, 0, 41, 56))
Size in KB:  0
Found  1  records from  2012-07-02 02:44:33.914282  to  2012-07-02 02:45:33.914282
Time range:  (datetime.datetime(2012, 7, 2, 2, 44, 55), datetime.datetime(2012, 7, 2, 2, 44, 56))
Size in KB:  0
Found  1  records from  2012-07-02 04:47:59.599996  to  2012-07-02 04:48:59.599996
Time range:  (datetime.datetime(2012, 7, 2, 4, 48, 40), datetime.datetime(2012, 7, 2, 4, 48, 41))
Size in KB:  0
Found  2  records from  2012-07-02 06:51:25.285710  to  2012-07-02 06:52:25.285710
Time range:  (datetime.datetime(2012, 7, 2, 6, 51, 40), datetime.datetime(2012, 7, 2, 6, 52, 26))
Size in KB:  0
Found  1  records from  2012-07-02 08:54:50.971424  to  2012-07-02 08:55:50.971424
Time range:  (datetime.datetime(2012, 7, 2, 8, 55, 25), datetime.datetime(2012, 7, 2, 8, 55, 26))
Size in KB:  0
Found  2  records from  2012-07-02 10:58:16.657138  to  2012-07-02 10:59:16.657138
Time range:  (datetime.datetime(2012, 7, 2, 10, 58, 25), datetime.datetime(2012, 7, 2, 10, 59, 11))
Size in KB:  0
Found  1  records from  2012-07-02 13:01:42.342852  to  2012-07-02 13:02:42.342852
Time range:  (datetime.datetime(2012, 7, 2, 13, 2, 10), datetime.datetime(2012, 7, 2, 13, 2, 11))
Size in KB:  0
Found  2  records from  2012-07-02 15:05:08.028566  to  2012-07-02 15:06:08.028566
Time range:  (datetime.datetime(2012, 7, 2, 15, 5, 10), datetime.datetime(2012, 7, 2, 15, 5, 56))
Size in KB:  0
Found  1  records from  2012-07-02 17:08:33.714280  to  2012-07-02 17:09:33.714280
Time range:  (datetime.datetime(2012, 7, 2, 17, 8, 55), datetime.datetime(2012, 7, 2, 17, 8, 56))
Size in KB:  0
Found  1  records from  2012-07-02 19:11:59.399994  to  2012-07-02 19:12:59.399994
Time range:  (datetime.datetime(2012, 7, 2, 19, 12, 40), datetime.datetime(2012, 7, 2, 19, 12, 41))
Size in KB:  0
Found  2  records from  2012-07-02 21:15:25.085708  to  2012-07-02 21:16:25.085708
Time range:  (datetime.datetime(2012, 7, 2, 21, 15, 40), datetime.datetime(2012, 7, 2, 21, 16, 26))
Size in KB:  0
Found  1  records from  2012-07-02 23:18:50.771422  to  2012-07-02 23:19:50.771422
Time range:  (datetime.datetime(2012, 7, 2, 23, 19, 25), datetime.datetime(2012, 7, 2, 23, 19, 26))
Size in KB:  0
Found  2  records from  2012-07-03 01:22:16.457136  to  2012-07-03 01:23:16.457136
Time range:  (datetime.datetime(2012, 7, 3, 1, 22, 25), datetime.datetime(2012, 7, 3, 1, 23, 11))
Size in KB:  0
Found  1  records from  2012-07-03 03:25:42.142850  to  2012-07-03 03:26:42.142850
Time range:  (datetime.datetime(2012, 7, 3, 3, 26, 10), datetime.datetime(2012, 7, 3, 3, 26, 11))
Size in KB:  0
Found  2  records from  2012-07-03 05:29:07.828564  to  2012-07-03 05:30:07.828564
Time range:  (datetime.datetime(2012, 7, 3, 5, 29, 10), datetime.datetime(2012, 7, 3, 5, 29, 56))
Size in KB:  0
Found  1  records from  2012-07-03 07:32:33.514278  to  2012-07-03 07:33:33.514278
Time range:  (datetime.datetime(2012, 7, 3, 7, 32, 55), datetime.datetime(2012, 7, 3, 7, 32, 56))
Size in KB:  0
Found  1  records from  2012-07-03 09:35:59.199992  to  2012-07-03 09:36:59.199992
Time range:  (datetime.datetime(2012, 7, 3, 9, 36, 40), datetime.datetime(2012, 7, 3, 9, 36, 41))
Size in KB:  0
Found  1  records from  2012-07-03 11:39:24.885706  to  2012-07-03 11:40:24.885706
Time range:  (datetime.datetime(2012, 7, 3, 11, 39, 40), datetime.datetime(2012, 7, 3, 11, 39, 41))
Size in KB:  0
Found  1  records from  2012-07-03 13:42:50.571420  to  2012-07-03 13:43:50.571420
Time range:  (datetime.datetime(2012, 7, 3, 13, 43, 25), datetime.datetime(2012, 7, 3, 13, 43, 26))
Size in KB:  0
Found  2  records from  2012-07-03 15:46:16.257134  to  2012-07-03 15:47:16.257134
Time range:  (datetime.datetime(2012, 7, 3, 15, 46, 25), datetime.datetime(2012, 7, 3, 15, 47, 11))
Size in KB:  0
Found  1  records from  2012-07-03 17:49:41.942848  to  2012-07-03 17:50:41.942848
Time range:  (datetime.datetime(2012, 7, 3, 17, 50, 10), datetime.datetime(2012, 7, 3, 17, 50, 11))
Size in KB:  0
Found  2  records from  2012-07-03 19:53:07.628562  to  2012-07-03 19:54:07.628562
Time range:  (datetime.datetime(2012, 7, 3, 19, 53, 10), datetime.datetime(2012, 7, 3, 19, 53, 56))
Size in KB:  0
Found  1  records from  2012-07-03 21:56:33.314276  to  2012-07-03 21:57:33.314276
Time range:  (datetime.datetime(2012, 7, 3, 21, 56, 55), datetime.datetime(2012, 7, 3, 21, 56, 56))
Size in KB:  0
Found  1  records from  2012-07-03 23:59:58.999990  to  2012-07-04 00:00:58.999990
Time range:  (datetime.datetime(2012, 7, 4, 0, 0, 40), datetime.datetime(2012, 7, 4, 0, 0, 41))
Size in KB:  0
Found  1  records from  2012-07-01 00:00:00  to  2012-07-01 00:01:00
Time range:  (datetime.datetime(2012, 7, 1, 0, 0, 40), datetime.datetime(2012, 7, 1, 0, 0, 41))
Size in KB:  0
Found  2  records from  2012-07-01 02:03:25.685714  to  2012-07-01 02:04:25.685714
Time range:  (datetime.datetime(2012, 7, 1, 2, 3, 40), datetime.datetime(2012, 7, 1, 2, 4, 26))
Size in KB:  0
Found  1  records from  2012-07-01 04:06:51.371428  to  2012-07-01 04:07:51.371428
Time range:  (datetime.datetime(2012, 7, 1, 4, 7, 25), datetime.datetime(2012, 7, 1, 4, 7, 26))
Size in KB:  0
Found  2  records from  2012-07-01 06:10:17.057142  to  2012-07-01 06:11:17.057142
Time range:  (datetime.datetime(2012, 7, 1, 6, 10, 25), datetime.datetime(2012, 7, 1, 6, 11, 11))
Size in KB:  0
Found  1  records from  2012-07-01 08:13:42.742856  to  2012-07-01 08:14:42.742856
Time range:  (datetime.datetime(2012, 7, 1, 8, 14, 10), datetime.datetime(2012, 7, 1, 8, 14, 11))
Size in KB:  0
Found  2  records from  2012-07-01 10:17:08.428570  to  2012-07-01 10:18:08.428570
Time range:  (datetime.datetime(2012, 7, 1, 10, 17, 10), datetime.datetime(2012, 7, 1, 10, 17, 56))
Size in KB:  0
Found  1  records from  2012-07-01 12:20:34.114284  to  2012-07-01 12:21:34.114284
Time range:  (datetime.datetime(2012, 7, 1, 12, 20, 55), datetime.datetime(2012, 7, 1, 12, 20, 56))
Size in KB:  0
Found  1  records from  2012-07-01 14:23:59.799998  to  2012-07-01 14:24:59.799998
Time range:  (datetime.datetime(2012, 7, 1, 14, 24, 40), datetime.datetime(2012, 7, 1, 14, 24, 41))
Size in KB:  0
Found  2  records from  2012-07-01 16:27:25.485712  to  2012-07-01 16:28:25.485712
Time range:  (datetime.datetime(2012, 7, 1, 16, 27, 40), datetime.datetime(2012, 7, 1, 16, 28, 26))
Size in KB:  0
Found  1  records from  2012-07-01 18:30:51.171426  to  2012-07-01 18:31:51.171426
Time range:  (datetime.datetime(2012, 7, 1, 18, 31, 25), datetime.datetime(2012, 7, 1, 18, 31, 26))
Size in KB:  0
Found  2  records from  2012-07-01 20:34:16.857140  to  2012-07-01 20:35:16.857140
Time range:  (datetime.datetime(2012, 7, 1, 20, 34, 25), datetime.datetime(2012, 7, 1, 20, 35, 11))
Size in KB:  0
Found  1  records from  2012-07-01 22:37:42.542854  to  2012-07-01 22:38:42.542854
Time range:  (datetime.datetime(2012, 7, 1, 22, 38, 10), datetime.datetime(2012, 7, 1, 22, 38, 11))
Size in KB:  0
Found  2  records from  2012-07-02 00:41:08.228568  to  2012-07-02 00:42:08.228568
Time range:  (datetime.datetime(2012, 7, 2, 0, 41, 10), datetime.datetime(2012, 7, 2, 0, 41, 56))
Size in KB:  0
Found  1  records from  2012-07-02 02:44:33.914282  to  2012-07-02 02:45:33.914282
Time range:  (datetime.datetime(2012, 7, 2, 2, 44, 55), datetime.datetime(2012, 7, 2, 2, 44, 56))
Size in KB:  0
Found  1  records from  2012-07-02 04:47:59.599996  to  2012-07-02 04:48:59.599996
Time range:  (datetime.datetime(2012, 7, 2, 4, 48, 40), datetime.datetime(2012, 7, 2, 4, 48, 41))
Size in KB:  0
Found  2  records from  2012-07-02 06:51:25.285710  to  2012-07-02 06:52:25.285710
Time range:  (datetime.datetime(2012, 7, 2, 6, 51, 40), datetime.datetime(2012, 7, 2, 6, 52, 26))
Size in KB:  0
Found  1  records from  2012-07-02 08:54:50.971424  to  2012-07-02 08:55:50.971424
Time range:  (datetime.datetime(2012, 7, 2, 8, 55, 25), datetime.datetime(2012, 7, 2, 8, 55, 26))
Size in KB:  0
Found  2  records from  2012-07-02 10:58:16.657138  to  2012-07-02 10:59:16.657138
Time range:  (datetime.datetime(2012, 7, 2, 10, 58, 25), datetime.datetime(2012, 7, 2, 10, 59, 11))
Size in KB:  0
Found  1  records from  2012-07-02 13:01:42.342852  to  2012-07-02 13:02:42.342852
Time range:  (datetime.datetime(2012, 7, 2, 13, 2, 10), datetime.datetime(2012, 7, 2, 13, 2, 11))
Size in KB:  0
Found  2  records from  2012-07-02 15:05:08.028566  to  2012-07-02 15:06:08.028566
Time range:  (datetime.datetime(2012, 7, 2, 15, 5, 10), datetime.datetime(2012, 7, 2, 15, 5, 56))
Size in KB:  0
Found  1  records from  2012-07-02 17:08:33.714280  to  2012-07-02 17:09:33.714280
Time range:  (datetime.datetime(2012, 7, 2, 17, 8, 55), datetime.datetime(2012, 7, 2, 17, 8, 56))
Size in KB:  0
Found  1  records from  2012-07-02 19:11:59.399994  to  2012-07-02 19:12:59.399994
Time range:  (datetime.datetime(2012, 7, 2, 19, 12, 40), datetime.datetime(2012, 7, 2, 19, 12, 41))
Size in KB:  0
Found  2  records from  2012-07-02 21:15:25.085708  to  2012-07-02 21:16:25.085708
Time range:  (datetime.datetime(2012, 7, 2, 21, 15, 40), datetime.datetime(2012, 7, 2, 21, 16, 26))
Size in KB:  0
Found  1  records from  2012-07-02 23:18:50.771422  to  2012-07-02 23:19:50.771422
Time range:  (datetime.datetime(2012, 7, 2, 23, 19, 25), datetime.datetime(2012, 7, 2, 23, 19, 26))
Size in KB:  0
Found  2  records from  2012-07-03 01:22:16.457136  to  2012-07-03 01:23:16.457136
Time range:  (datetime.datetime(2012, 7, 3, 1, 22, 25), datetime.datetime(2012, 7, 3, 1, 23, 11))
Size in KB:  0
Found  1  records from  2012-07-03 03:25:42.142850  to  2012-07-03 03:26:42.142850
Time range:  (datetime.datetime(2012, 7, 3, 3, 26, 10), datetime.datetime(2012, 7, 3, 3, 26, 11))
Size in KB:  0
Found  2  records from  2012-07-03 05:29:07.828564  to  2012-07-03 05:30:07.828564
Time range:  (datetime.datetime(2012, 7, 3, 5, 29, 10), datetime.datetime(2012, 7, 3, 5, 29, 56))
Size in KB:  0
Found  1  records from  2012-07-03 07:32:33.514278  to  2012-07-03 07:33:33.514278
Time range:  (datetime.datetime(2012, 7, 3, 7, 32, 55), datetime.datetime(2012, 7, 3, 7, 32, 56))
Size in KB:  0
Found  1  records from  2012-07-03 09:35:59.199992  to  2012-07-03 09:36:59.199992
Time range:  (datetime.datetime(2012, 7, 3, 9, 36, 40), datetime.datetime(2012, 7, 3, 9, 36, 41))
Size in KB:  0
Found  1  records from  2012-07-03 11:39:24.885706  to  2012-07-03 11:40:24.885706
Time range:  (datetime.datetime(2012, 7, 3, 11, 39, 40), datetime.datetime(2012, 7, 3, 11, 39, 41))
Size in KB:  0
Found  1  records from  2012-07-03 13:42:50.571420  to  2012-07-03 13:43:50.571420
Time range:  (datetime.datetime(2012, 7, 3, 13, 43, 25), datetime.datetime(2012, 7, 3, 13, 43, 26))
Size in KB:  0
Found  2  records from  2012-07-03 15:46:16.257134  to  2012-07-03 15:47:16.257134
Time range:  (datetime.datetime(2012, 7, 3, 15, 46, 25), datetime.datetime(2012, 7, 3, 15, 47, 11))
Size in KB:  0
Found  1  records from  2012-07-03 17:49:41.942848  to  2012-07-03 17:50:41.942848
Time range:  (datetime.datetime(2012, 7, 3, 17, 50, 10), datetime.datetime(2012, 7, 3, 17, 50, 11))
Size in KB:  0
Found  2  records from  2012-07-03 19:53:07.628562  to  2012-07-03 19:54:07.628562
Time range:  (datetime.datetime(2012, 7, 3, 19, 53, 10), datetime.datetime(2012, 7, 3, 19, 53, 56))
Size in KB:  0
Found  1  records from  2012-07-03 21:56:33.314276  to  2012-07-03 21:57:33.314276
Time range:  (datetime.datetime(2012, 7, 3, 21, 56, 55), datetime.datetime(2012, 7, 3, 21, 56, 56))
Size in KB:  0
Found  1  records from  2012-07-03 23:59:58.999990  to  2012-07-04 00:00:58.999990
Time range:  (datetime.datetime(2012, 7, 4, 0, 0, 40), datetime.datetime(2012, 7, 4, 0, 0, 41))
Size in KB:  0
Found  1  records from  2012-07-01 00:00:00  to  2012-07-01 00:01:00
Time range:  (datetime.datetime(2012, 7, 1, 0, 0, 40), datetime.datetime(2012, 7, 1, 0, 0, 41))
Size in KB:  0
Found  2  records from  2012-07-01 02:03:25.685714  to  2012-07-01 02:04:25.685714
Time range:  (datetime.datetime(2012, 7, 1, 2, 3, 40), datetime.datetime(2012, 7, 1, 2, 4, 26))
Size in KB:  0
Found  1  records from  2012-07-01 04:06:51.371428  to  2012-07-01 04:07:51.371428
Time range:  (datetime.datetime(2012, 7, 1, 4, 7, 25), datetime.datetime(2012, 7, 1, 4, 7, 26))
Size in KB:  0
Found  2  records from  2012-07-01 06:10:17.057142  to  2012-07-01 06:11:17.057142
Time range:  (datetime.datetime(2012, 7, 1, 6, 10, 25), datetime.datetime(2012, 7, 1, 6, 11, 11))
Size in KB:  0
Found  1  records from  2012-07-01 08:13:42.742856  to  2012-07-01 08:14:42.742856
Time range:  (datetime.datetime(2012, 7, 1, 8, 14, 10), datetime.datetime(2012, 7, 1, 8, 14, 11))
Size in KB:  0
Found  2  records from  2012-07-01 10:17:08.428570  to  2012-07-01 10:18:08.428570
Time range:  (datetime.datetime(2012, 7, 1, 10, 17, 10), datetime.datetime(2012, 7, 1, 10, 17, 56))
Size in KB:  0
Found  1  records from  2012-07-01 12:20:34.114284  to  2012-07-01 12:21:34.114284
Time range:  (datetime.datetime(2012, 7, 1, 12, 20, 55), datetime.datetime(2012, 7, 1, 12, 20, 56))
Size in KB:  0
Found  1  records from  2012-07-01 14:23:59.799998  to  2012-07-01 14:24:59.799998
Time range:  (datetime.datetime(2012, 7, 1, 14, 24, 40), datetime.datetime(2012, 7, 1, 14, 24, 41))
Size in KB:  0
Found  2  records from  2012-07-01 16:27:25.485712  to  2012-07-01 16:28:25.485712
Time range:  (datetime.datetime(2012, 7, 1, 16, 27, 40), datetime.datetime(2012, 7, 1, 16, 28, 26))
Size in KB:  0
Found  1  records from  2012-07-01 18:30:51.171426  to  2012-07-01 18:31:51.171426
Time range:  (datetime.datetime(2012, 7, 1, 18, 31, 25), datetime.datetime(2012, 7, 1, 18, 31, 26))
Size in KB:  0
Found  2  records from  2012-07-01 20:34:16.857140  to  2012-07-01 20:35:16.857140
Time range:  (datetime.datetime(2012, 7, 1, 20, 34, 25), datetime.datetime(2012, 7, 1, 20, 35, 11))
Size in KB:  0
Found  1  records from  2012-07-01 22:37:42.542854  to  2012-07-01 22:38:42.542854
Time range:  (datetime.datetime(2012, 7, 1, 22, 38, 10), datetime.datetime(2012, 7, 1, 22, 38, 11))
Size in KB:  0
Found  2  records from  2012-07-02 00:41:08.228568  to  2012-07-02 00:42:08.228568
Time range:  (datetime.datetime(2012, 7, 2, 0, 41, 10), datetime.datetime(2012, 7, 2, 0, 41, 56))
Size in KB:  0
Found  1  records from  2012-07-02 02:44:33.914282  to  2012-07-02 02:45:33.914282
Time range:  (datetime.datetime(2012, 7, 2, 2, 44, 55), datetime.datetime(2012, 7, 2, 2, 44, 56))
Size in KB:  0
Found  1  records from  2012-07-02 04:47:59.599996  to  2012-07-02 04:48:59.599996
Time range:  (datetime.datetime(2012, 7, 2, 4, 48, 40), datetime.datetime(2012, 7, 2, 4, 48, 41))
Size in KB:  0
Found  2  records from  2012-07-02 06:51:25.285710  to  2012-07-02 06:52:25.285710
Time range:  (datetime.datetime(2012, 7, 2, 6, 51, 40), datetime.datetime(2012, 7, 2, 6, 52, 26))
Size in KB:  0
Found  1  records from  2012-07-02 08:54:50.971424  to  2012-07-02 08:55:50.971424
Time range:  (datetime.datetime(2012, 7, 2, 8, 55, 25), datetime.datetime(2012, 7, 2, 8, 55, 26))
Size in KB:  0
Found  2  records from  2012-07-02 10:58:16.657138  to  2012-07-02 10:59:16.657138
Time range:  (datetime.datetime(2012, 7, 2, 10, 58, 25), datetime.datetime(2012, 7, 2, 10, 59, 11))
Size in KB:  0
Found  1  records from  2012-07-02 13:01:42.342852  to  2012-07-02 13:02:42.342852
Time range:  (datetime.datetime(2012, 7, 2, 13, 2, 10), datetime.datetime(2012, 7, 2, 13, 2, 11))
Size in KB:  0
Found  2  records from  2012-07-02 15:05:08.028566  to  2012-07-02 15:06:08.028566
Time range:  (datetime.datetime(2012, 7, 2, 15, 5, 10), datetime.datetime(2012, 7, 2, 15, 5, 56))
Size in KB:  0
Found  1  records from  2012-07-02 17:08:33.714280  to  2012-07-02 17:09:33.714280
Time range:  (datetime.datetime(2012, 7, 2, 17, 8, 55), datetime.datetime(2012, 7, 2, 17, 8, 56))
Size in KB:  0
Found  1  records from  2012-07-02 19:11:59.399994  to  2012-07-02 19:12:59.399994
Time range:  (datetime.datetime(2012, 7, 2, 19, 12, 40), datetime.datetime(2012, 7, 2, 19, 12, 41))
Size in KB:  0
Found  2  records from  2012-07-02 21:15:25.085708  to  2012-07-02 21:16:25.085708
Time range:  (datetime.datetime(2012, 7, 2, 21, 15, 40), datetime.datetime(2012, 7, 2, 21, 16, 26))
Size in KB:  0
Found  1  records from  2012-07-02 23:18:50.771422  to  2012-07-02 23:19:50.771422
Time range:  (datetime.datetime(2012, 7, 2, 23, 19, 25), datetime.datetime(2012, 7, 2, 23, 19, 26))
Size in KB:  0
Found  2  records from  2012-07-03 01:22:16.457136  to  2012-07-03 01:23:16.457136
Time range:  (datetime.datetime(2012, 7, 3, 1, 22, 25), datetime.datetime(2012, 7, 3, 1, 23, 11))
Size in KB:  0
Found  1  records from  2012-07-03 03:25:42.142850  to  2012-07-03 03:26:42.142850
Time range:  (datetime.datetime(2012, 7, 3, 3, 26, 10), datetime.datetime(2012, 7, 3, 3, 26, 11))
Size in KB:  0
Found  2  records from  2012-07-03 05:29:07.828564  to  2012-07-03 05:30:07.828564
Time range:  (datetime.datetime(2012, 7, 3, 5, 29, 10), datetime.datetime(2012, 7, 3, 5, 29, 56))
Size in KB:  0
Found  1  records from  2012-07-03 07:32:33.514278  to  2012-07-03 07:33:33.514278
Time range:  (datetime.datetime(2012, 7, 3, 7, 32, 55), datetime.datetime(2012, 7, 3, 7, 32, 56))
Size in KB:  0
Found  1  records from  2012-07-03 09:35:59.199992  to  2012-07-03 09:36:59.199992
Time range:  (datetime.datetime(2012, 7, 3, 9, 36, 40), datetime.datetime(2012, 7, 3, 9, 36, 41))
Size in KB:  0
Found  1  records from  2012-07-03 11:39:24.885706  to  2012-07-03 11:40:24.885706
Time range:  (datetime.datetime(2012, 7, 3, 11, 39, 40), datetime.datetime(2012, 7, 3, 11, 39, 41))
Size in KB:  0
Found  1  records from  2012-07-03 13:42:50.571420  to  2012-07-03 13:43:50.571420
Time range:  (datetime.datetime(2012, 7, 3, 13, 43, 25), datetime.datetime(2012, 7, 3, 13, 43, 26))
Size in KB:  0
Found  2  records from  2012-07-03 15:46:16.257134  to  2012-07-03 15:47:16.257134
Time range:  (datetime.datetime(2012, 7, 3, 15, 46, 25), datetime.datetime(2012, 7, 3, 15, 47, 11))
Size in KB:  0
Found  1  records from  2012-07-03 17:49:41.942848  to  2012-07-03 17:50:41.942848
Time range:  (datetime.datetime(2012, 7, 3, 17, 50, 10), datetime.datetime(2012, 7, 3, 17, 50, 11))
Size in KB:  0
Found  2  records from  2012-07-03 19:53:07.628562  to  2012-07-03 19:54:07.628562
Time range:  (datetime.datetime(2012, 7, 3, 19, 53, 10), datetime.datetime(2012, 7, 3, 19, 53, 56))
Size in KB:  0
Found  1  records from  2012-07-03 21:56:33.314276  to  2012-07-03 21:57:33.314276
Time range:  (datetime.datetime(2012, 7, 3, 21, 56, 55), datetime.datetime(2012, 7, 3, 21, 56, 56))
Size in KB:  0
Found  1  records from  2012-07-03 23:59:58.999990  to  2012-07-04 00:00:58.999990
Time range:  (datetime.datetime(2012, 7, 4, 0, 0, 40), datetime.datetime(2012, 7, 4, 0, 0, 41))
Size in KB:  0

In [ ]:

    

from sunpy.net.helioviewer import HelioviewerClient

hv = HelioviewerClient()
datasources = hv.get_data_sources()

# print a list of datasources and their associated ids
for observatory, instruments in datasources.items():
    for inst, detectors in instruments.items():
        for det, measurements in detectors.items():
            for meas, params in measurements.items():
                print("%s %s: %d" % (observatory, params['nickname'], params['sourceId']))


    

In [ ]:

    

filepath = hv.download_jp2('2012/07/05 00:30:00', directory="data/HMI/set1", observatory='SDO', instrument='HMI', detector='HMI', measurement='continuum')
hmi = Map(filepath)
#xrange = Quantity([200, 550], 'arcsec')
#yrange = Quantity([-400, 200], 'arcsec')
hmi.submap(xrange, yrange).peek()
# Si falla
# < Cadair> mefistofeles: install glymur and openjpeg >1.5


    

In [ ]: