static List <Song> GetPreparedTrainingData()
{
SongsReader songsReader = new SongsReader($"{ResourcesRoot}/top10s.csv", ',');
songsReader.ReadSongs();
List <Song> songs = songsReader.Songs;
// Console.WriteLine("Read songs:");
// ConsoleHelper.ShowReadSongs(songs);
OriginalSongsAnalyzer analyzer = new OriginalSongsAnalyzer(songs);
analyzer.Analyze();
// ConsoleHelper.ShowAnalyzerResults(analyzer);
SongsNormalizer normalizer = new SongsNormalizer(songs, true);
normalizer.Normalize();
songs = normalizer.NormalizedSongs;
// Console.WriteLine("Normalized songs:");
// ConsoleHelper.ShowReadSongs(songs);
return(songs);
}
static List <Song> GetAnalyzingSongs()
{
SongsReader analyzingSongsReader = new SongsReader($"{ResourcesRoot}/test_data.csv", ',');
analyzingSongsReader.ReadSongs();
List <Song> analyzingSongs = analyzingSongsReader.Songs;
// Console.WriteLine("Read songs:");
// ConsoleHelper.ShowReadSongs(analyzingSongs);
SongsNormalizer normalizer = new SongsNormalizer(analyzingSongs, false);
normalizer.Normalize();
analyzingSongs = normalizer.NormalizedSongs;
// Console.WriteLine("Normalized songs:");
// ConsoleHelper.ShowReadSongs(analyzingSongs);
return(analyzingSongs);
}