def main(file, sensor, begin, end, radius, stats, db, table):
# Parse time string into datetime object
begin = datetime.strptime(begin, '%Y-%m-%j')
end = datetime.strptime(end, '%Y-%m-%j')
# Read coordinates and table names from text file
with open(file) as src:
reader = csv.reader(src)
for line in reader:
try:
lon = float(line[0])
lat = float(line[1])
site = line[2]
# Extract data
dict_list_0 = ts_extract(lon=lon,
lat=lat,
sensor=sensor,
start=begin,
end=end,
radius=radius,
stats=stats)
print('Extracted %d records from Google Eath Engine' %
len(dict_list_0))
# Prepare list of dictories ()
dict_list_1 = relabel(dict_list_0, sensor)
dict_list_2 = date_append(dict_list_1)
# Write to db
dictlist2sqlite(dict_list_2,
site=site,
sensor=sensor,
db_src=db,
table=table)
except Exception as e:
print('An error occured while extracting a site. %s' % e)
def test_point(self):
a = ts_extract(lon=4.722111, lat=44.770928, sensor='LC8', start=datetime(2015,1,1),
end=datetime(2016, 6, 1), radius = None, feature = None, bands = None,
stats = 'mean')
self.assertTrue(len(a) > 2)
self.assertTrue(isinstance(a[0], dict))
self.assertEqual(set(a[0].keys()),
set(['id', 'B2', 'B3', 'B4', 'B5', 'B6', 'B7']))
def test_point_radius_tm(self):
a = ts_extract(lon=-3, lat=44.7, sensor='LT5', start=datetime(1999,1,1),
end=datetime(2005, 6, 1), radius = 300, feature = None, bands = None,
stats = 'median')
self.assertTrue(len(a) > 2)
self.assertTrue(isinstance(a[0], dict))
self.assertEqual(set(a[0].keys()),
set(['id', 'B1', 'B2', 'B3', 'B4', 'B5', 'B7']))
def main(lon, lat, sensor, begin, end, radius, stats, db, table, site):
# Parse time string into datetime object
begin = datetime.strptime(begin, '%Y-%m-%j')
end = datetime.strptime(end, '%Y-%m-%j')
# Extract data
dict_list_0 = ts_extract(lon=lon,
lat=lat,
sensor=sensor,
start=begin,
end=end,
radius=radius,
stats=stats)
print('Extracted %d records from Google Eath Engine' % len(dict_list_0))
# Prepare list of dictories ()
dict_list_1 = relabel(dict_list_0, sensor)
dict_list_2 = date_append(dict_list_1)
# Write to db
dictlist2sqlite(dict_list_2,
site=site,
sensor=sensor,
db_src=db,
table=table)
