def get_scenenames_from_metadata(path):
filenames = [path + f for f in listdir(path) if isfile(join(path, f)) and f.endswith('.csv')]
# print filenames
X, y = test_lin_reg.get_data(filenames, ['Landsat Scene Identifier'], [])
print 'Shape of scene names {}'.format(X.shape)
with open('/Users/Nathan/Desktop/Turbidity/SedimentLearning/tests/scenes.txt', 'w+b') as f:
f.write('\n'.join(X[:, 0]))
print 'Done writing scene names'
def get_station_locations(path):
filenames = [path + f for f in listdir(path) if isfile(join(path, f)) and f.endswith('.csv')]
# print filenames
X, y = test_lin_reg.get_data(filenames, ['insitu_lat', 'insitu_long'], [])
# print X
unique_x = np.vstack({tuple(row) for row in X})
print unique_x.shape
print unique_x
min_lat, max_lat = min(unique_x[:, 0]), max(unique_x[:, 0])
min_long, max_long = min(unique_x[:, 1]), max(unique_x[:, 1])
print 'Bottom right ' + str((min_lat, max_long))
print 'Top left ' + str((max_lat, min_long))