def test_opf_pre_compute_distances():
txt = loader.load_txt('data/boat.txt')
X, Y = parser.parse_loader(txt)
X_train, _, _, _ = splitter.split(X, Y, 0.5, 1)
general.pre_compute_distance(X_train, 'boat_split_distances.txt', 'log_squared_euclidean')
import opfython.math.general as g
import opfython.stream.loader as l
import opfython.stream.parser as p
import opfython.stream.splitter as s
# Loading a .txt file to a numpy array
txt = l.load_txt('data/boat.txt')
# Parsing a pre-loaded numpy array
X, Y = p.parse_loader(txt)
# Creating a file of pre-computed distances
g.pre_compute_distance(X,
'boat_split_distances.txt',
distance='log_squared_euclidean')