Ejemplo n.º 1
0
def load_full_data():
    data_dir = '../data/'
    usgs_filename = data_dir + 'usgs/usgs_locations.csv'
    polaris_filename = data_dir + 'polaris/polaris_locations.csv'
    usgs_locations = get_data.get_usgs_list(usgs_filename)
    polaris_locations = get_data.get_polaris_list(polaris_filename)
    locations = {}
    for l in usgs_locations.keys():
        locations[l] = usgs_locations[l]
    for l in polaris_locations.keys():
        locations[l] = polaris_locations[l]
    cc_data = load_pandas(locations,
                          data_dir + 'coastcolour/test_data/coastcolour_data_')
    tz_choice = 'UTC'
    for l in cc_data.keys():
        cc_data[l] = cc_data[l].tz_localize('UTC')
        cc_data[l] = cc_data[l].tz_convert(tz_choice)
    usgs_data = load_pandas(usgs_locations, data_dir + 'usgs/usgs_data_')
    for l in usgs_data.keys():
        usgs_data[l] = usgs_data[l].tz_localize('Etc/GMT-7')
        usgs_data[l] = usgs_data[l].tz_convert(tz_choice)
    polaris_data = load_pandas(polaris_locations,
                               data_dir + 'polaris/polaris_data_')
    for l in polaris_data.keys():
        polaris_data[l] = polaris_data[l].tz_localize('US/Pacific')
        polaris_data[l] = polaris_data[l].tz_convert(tz_choice)

    final_csv(usgs_locations, cc_data, usgs_data, 'usgs')
    final_csv(polaris_locations, cc_data, polaris_data, 'polaris')
Ejemplo n.º 2
0
def load_full_data():
    data_dir = '../data/'
    usgs_filename = data_dir + 'usgs/usgs_locations.csv'
    polaris_filename = data_dir + 'polaris/polaris_locations.csv'
    usgs_locations = get_data.get_usgs_list(usgs_filename)
    polaris_locations = get_data.get_polaris_list(polaris_filename)
    locations = {}
    for l in usgs_locations.keys():
        locations[l] = usgs_locations[l]
    for l in polaris_locations.keys():
        locations[l] = polaris_locations[l]
    cc_data = load_pandas(locations, data_dir + 'coastcolour/test_data/coastcolour_data_')
    tz_choice = 'UTC'
    for l in cc_data.keys():
        cc_data[l] = cc_data[l].tz_localize('UTC')
        cc_data[l] = cc_data[l].tz_convert(tz_choice)
    usgs_data = load_pandas(usgs_locations, data_dir + 'usgs/usgs_data_')
    for l in usgs_data.keys():
        usgs_data[l] = usgs_data[l].tz_localize('Etc/GMT-7')
        usgs_data[l] = usgs_data[l].tz_convert(tz_choice)
    polaris_data = load_pandas(polaris_locations, data_dir + 'polaris/polaris_data_')
    for l in polaris_data.keys():
        polaris_data[l] = polaris_data[l].tz_localize('US/Pacific')
        polaris_data[l] = polaris_data[l].tz_convert(tz_choice)

    final_csv(usgs_locations, cc_data, usgs_data, 'usgs')
    final_csv(polaris_locations, cc_data, polaris_data, 'polaris')
Ejemplo n.º 3
0
def blah():
    data_dir = '../data/'
    usgs_filename = data_dir + 'usgs/usgs_locations.csv'
    polaris_filename = data_dir + 'polaris/polaris_locations.csv'
    usgs_locations = get_data.get_usgs_list(usgs_filename)
    polaris_locations = get_data.get_polaris_list(polaris_filename)

    locations = {}
    for l in usgs_locations.keys():
        locations[l] = usgs_locations[l]
    for l in polaris_locations.keys():
        locations[l] = polaris_locations[l]

    cc_data = load_pandas(locations,
                          data_dir + 'coastcolour/test_data/coastcolour_data_')

    return cc_data
Ejemplo n.º 4
0
def blah():
    data_dir = '../data/'
    usgs_filename = data_dir + 'usgs/usgs_locations.csv'
    polaris_filename = data_dir + 'polaris/polaris_locations.csv'
    usgs_locations = get_data.get_usgs_list(usgs_filename)
    polaris_locations = get_data.get_polaris_list(polaris_filename)

    locations = {}
    for l in usgs_locations.keys():
        locations[l] = usgs_locations[l]
    for l in polaris_locations.keys():
        locations[l] = polaris_locations[l]

    cc_data = load_pandas(locations, data_dir + 'coastcolour/test_data/coastcolour_data_' )


    return cc_data