def get_musics_from_file(file_name, list_of_all_tags):
musics = []
for line in get_content_from_file(file_name):
list_from_line = line.strip().split()
music = Music(list_from_line[0], list_from_line[1:], list_of_all_tags)
musics.append(music)
return musics
def get_set_of_tags_from_file(file_name):
content = get_content_from_file(file_name)
tags = set()
for line in content:
tags_from_line = line.strip().split()[1:]
tags = tags.union(set(tags_from_line))
return tags
def get_centroids_from_file(musics, k, file_name):
centroids = []
for line in get_content_from_file(file_name):
try:
centroids.append(Point(musics[int(line)].point.vector))
except IndexError:
exit('Specified observation ID doesn\'t exist')
if len(centroids) != k:
exit('Specified K differs from number of cluster in file')
return centroids