public static Dictionary <string, Actor> ReadHashActorsFromCSV(string file)
{
Dictionary <string, Actor> actors = new Dictionary <string, Actor>();
string[] lines = FileAO.ReadFile(file);
foreach (string line in lines)
{
string[] parameters = line.Split(';');
Actor actor = new Actor();
int i = 0;
actor.Name = parameters[i++];
actor.NameUrl = parameters[i++];
actor.Awards = int.Parse(parameters[i++]);
actor.Oscar = (parameters[i++][0] == 'F') ? false : true;
if (!actors.ContainsKey(actor.Name))
{
actors.Add(actor.Name, actor);
}
}
return(actors);
}
public static List <Movie> ReadMoviesFromCSV(string file)
{
List <Movie> movies = new List <Movie>();
string[] lines = FileAO.ReadFile(file);
foreach (string line in lines)
{
string[] parameters = line.Split(';');
Movie movie = new Movie();
int i = 0;
movie.Name = parameters[i++];
movie.NameUrl = parameters[i++];
movie.Rating = float.Parse(parameters[i++]);
movie.Director = parameters[i++];
movie.DirectorUrl = parameters[i++];
movie.Actors = parameters[i++];
movie.ActorsUrl = parameters[i++];
movie.Genre = parameters[i++];
movie.Certificate = parameters[i++];
movie.Runtime = float.Parse(parameters[i++]);
if (parameters.Length > i)
{
movie.AwardedDirector = (parameters[i++][0] == 'T') ? true : false;
movie.OscarDirector = (parameters[i++][0] == 'T') ? true : false;
movie.AwardedActors = (parameters[i++][0] == 'T') ? true : false;
movie.OscarActors = (parameters[i++][0] == 'T') ? true : false;
}
if (parameters.Length > i)
{
movie.isViolent = (parameters[i++][0] == 'T') ? true : false;
movie.hasFireguns = (parameters[i++][0] == 'T') ? true : false;
movie.isGoreViolent = (parameters[i++][0] == 'T') ? true : false;
movie.hasSex = (parameters[i++][0] == 'T') ? true : false;
movie.hasNudeScenes = (parameters[i++][0] == 'T') ? true : false;
movie.aboutRelationships = (parameters[i++][0] == 'T') ? true : false;
movie.aboutFamily = (parameters[i++][0] == 'T') ? true : false;
movie.hasFlashbacks = (parameters[i++][0] == 'T') ? true : false;
movie.hasSurpriseEnding = (parameters[i++][0] == 'T') ? true : false;
movie.aboutHumanDrama = (parameters[i++][0] == 'T') ? true : false;
movie.aboutNatureOrCity = (parameters[i++][0] == 'T') ? true : false;
movie.hasNowadaysTechnology = (parameters[i++][0] == 'T') ? true : false;
movie.isSequel = (parameters[i++][0] == 'T') ? true : false;
movie.isBasedOnNovel = (parameters[i++][0] == 'T') ? true : false;
movie.isWrittenByDirector = (parameters[i++][0] == 'T') ? true : false;
movie.isIndependent = (parameters[i++][0] == 'T') ? true : false;
movie.hasCameraWorks = (parameters[i++][0] == 'T') ? true : false;
}
movies.Add(movie);
}
return(movies);
}
private void GetMovieTags()
{
if (logging())
{
logInfo("Carregando tags dos filmes.");
}
int counter = 0;
int actual = progressBarProcess.Value - 1;
try
{
foreach (string key in hashMovies.Keys)
{
List <string> tags = hashMovies[key].GetTags();
FileAO.ExportMovieTagToCSV(hashMovies[key], @"C:\Users\Yvens\Documents\GitHub\DisciplinaAprendizado\Codes\ImdbCrawler\CSV files\movie_temp_tags.txt");
progressBarProcess.Value = ((int)((counter++ / (float)hashMovies.Count) * 100.0f));
foreach (string tag in tags)
{
if (hashTags.ContainsKey(tag))
{
hashTags[tag]++;
}
else
{
hashTags.Add(tag, 1);
}
}
if (progressBarProcess.Value % 10 == 0 && progressBarProcess.Value != actual)
{
actual = progressBarProcess.Value;
FileAO.ExportTagsToTxt(hashTags, @"C:\Users\Yvens\Documents\GitHub\DisciplinaAprendizado\Codes\ImdbCrawler\CSV files\temp_tags" + progressBarProcess.Value + ".txt");
}
if (logging())
{
logInfo("Filme nº: " + counter);
}
}
}
catch
{
FileAO.ExportTagsToTxt(hashTags, @"C:\Users\Yvens\Documents\GitHub\DisciplinaAprendizado\Codes\ImdbCrawler\CSV files\temp_tags.txt");
}
FileAO.ExportTagsToTxt(hashTags, @"C:\Users\Yvens\Documents\GitHub\DisciplinaAprendizado\Codes\ImdbCrawler\CSV files\tags.txt");
progressBarProcess.Value = 100;
if (logging())
{
logInfo("Sucesso!");
}
}
private void GetActors()
{
int counter = 0;
int actualActorsCount = hashActors.Count;
progressBarProcess.Value = 0;
foreach (string key in hashMovies.Keys)
{
Movie movie = hashMovies[key];
progressBarProcess.Value = ((int)((counter / (float)hashMovies.Count) * 100.0f));
if (movie.Actors.Length != 0)
{
string[] actorsName = movie.Actors.Split('@');
string[] actorsUrl = movie.ActorsUrl.Split('@');
for (int i = 0; i < actorsName.Length; i++)
{
Actor actor = new Actor();
actor.Name = actorsName[i];
actor.NameUrl = actorsUrl[i];
if (!hashActors.ContainsKey(actor.NameUrl))
{
actor.GetInfo();
actorsMutex.WaitOne();
hashActors.Add(actor.NameUrl, actor);
if (tempFile())
{
FileAO.ExportActorToCSV(actor, @"C:\Users\Yvens\Documents\GitHub\DisciplinaAprendizado\Codes\ImdbCrawler\CSV files\temp_actors.txt");
}
actorsMutex.Release();
}
}
}
counter++;
}
progressBarProcess.Value = 100;
actualActorsCount = hashActors.Count - actualActorsCount;
if (logging())
{
logInfo("Atores adicionados: " + actualActorsCount);
}
}
private void GetDirectors()
{
int counter = 0;
int actualDirectorsCount = hashDirectors.Count;
progressBarProcess.Value = 0;
foreach (string key in hashMovies.Keys)
{
Movie movie = hashMovies[key];
progressBarProcess.Value = ((int)((counter / (float)hashMovies.Count) * 100.0f));
if (movie.Director.Length != 0)
{
Director director = new Director();
director.Name = movie.Director;
director.NameUrl = movie.DirectorUrl;
if (!hashDirectors.ContainsKey(director.NameUrl))
{
director.GetInfo();
directorsMutex.WaitOne();
hashDirectors.Add(director.NameUrl, director);
if (tempFile())
{
FileAO.ExportDirectorToCSV(director, @"C:\Users\Yvens\Documents\GitHub\DisciplinaAprendizado\Codes\ImdbCrawler\CSV files\temp_directors.txt");
}
directorsMutex.Release();
}
}
counter++;
}
progressBarProcess.Value = 100;
actualDirectorsCount = hashDirectors.Count - actualDirectorsCount;
if (logging())
{
logInfo("Diretores adicionados: " + actualDirectorsCount);
}
}
public static List <Movie> ReadMoviesFromCSV(string file)
{
List <Movie> movies = new List <Movie>();
string[] lines = FileAO.ReadFile(file);
foreach (string line in lines)
{
string[] parameters = line.Split(';');
Movie movie = new Movie();
int i = 0;
movie.Name = parameters[i++];
movie.NameUrl = parameters[i++];
movie.Rating = float.Parse(parameters[i++]);
movie.Director = parameters[i++];
movie.DirectorUrl = parameters[i++];
movie.Actors = parameters[i++];
movie.ActorsUrl = parameters[i++];
movie.Genre = parameters[i++];
movie.Certificate = parameters[i++];
movie.Runtime = float.Parse(parameters[i++]);
if (parameters.Length > i)
{
movie.AwardedDirector = (parameters[i++][0] == 'T') ? true : false;
movie.OscarDirector = (parameters[i++][0] == 'T') ? true : false;
movie.AwardedActors = (parameters[i++][0] == 'T') ? true : false;
movie.OscarActors = (parameters[i++][0] == 'T') ? true : false;
}
if (parameters.Length > i)
{
}
movies.Add(movie);
}
return(movies);
}
private void buttonExportDirectors_Click(object sender, EventArgs e)
{
SaveFileDialog saveFileDialog = new SaveFileDialog();
saveFileDialog.InitialDirectory = @"C:\Users\Yvens\Documents\GitHub\DisciplinaAprendizado\Codes\ImdbCrawler\CSV files\";
saveFileDialog.Filter = "txt files (*.txt)|*.txt";
saveFileDialog.FilterIndex = 1;
saveFileDialog.RestoreDirectory = true;
string path = "";
if (saveFileDialog.ShowDialog() == DialogResult.OK)
{
path = saveFileDialog.FileName;
List <Director> directors = new List <Director>();
foreach (string key in hashDirectors.Keys)
{
directors.Add(hashDirectors[key]);
}
FileAO.ExportDirectorsToCSV(directors, path);
}
}
public static List <Actor> ReadActorsFromCSV(string file)
{
List <Actor> actors = new List <Actor>();
string[] lines = FileAO.ReadFile(file);
foreach (string line in lines)
{
string[] parameters = line.Split(';');
Actor actor = new Actor();
int i = 0;
actor.Name = parameters[i++];
actor.NameUrl = parameters[i++];
actor.Awards = int.Parse(parameters[i++]);
actor.Oscar = (parameters[i++][0] == 'F') ? false : true;
actors.Add(actor);
}
return(actors);
}
public static void ExportMoviesToWeka(Dictionary <string, Movie> movies, string destination)
{
List <string> fileLines = new List <string>();
fileLines.Add("@RELATION movie");
fileLines.Add("@ATTRIBUTE duration {Short,Regular,Long,Very_Long}");
fileLines.Add("@ATTRIBUTE awardedDirector {0,1}");
fileLines.Add("@ATTRIBUTE oscarDirector {0,1}");
fileLines.Add("@ATTRIBUTE awardedActor {0,1}");
fileLines.Add("@ATTRIBUTE oscarActor {0,1}");
fileLines.Add("@ATTRIBUTE genre {Drama,Horror,Action,Comedy,Others}");
fileLines.Add("@ATTRIBUTE certificate {G, R, PG_13, PG, NOT_RATED}");
fileLines.Add("@ATTRIBUTE isViolent {0,1}");
fileLines.Add("@ATTRIBUTE hasFireguns {0,1}");
fileLines.Add("@ATTRIBUTE isGoreViolent {0,1}");
fileLines.Add("@ATTRIBUTE hasSex {0,1}");
fileLines.Add("@ATTRIBUTE hasNudeScenes {0,1}");
fileLines.Add("@ATTRIBUTE aboutRelationships {0,1}");
fileLines.Add("@ATTRIBUTE aboutFamily {0,1}");
fileLines.Add("@ATTRIBUTE hasFlashbacks {0,1}");
fileLines.Add("@ATTRIBUTE hasSurpriseEnding {0,1}");
fileLines.Add("@ATTRIBUTE aboutHumanDrama {0,1}");
fileLines.Add("@ATTRIBUTE aboutNatureOrCity {0,1}");
fileLines.Add("@ATTRIBUTE hasNowadaysTechnology {0,1}");
fileLines.Add("@ATTRIBUTE isSequel {0,1}");
fileLines.Add("@ATTRIBUTE isBasedOnNovel {0,1}");
fileLines.Add("@ATTRIBUTE isWrittenByDirector {0,1}");
fileLines.Add("@ATTRIBUTE isIndependent {0,1}");
fileLines.Add("@ATTRIBUTE hasCameraWorks {0,1}");
fileLines.Add("@ATTRIBUTE rating {Bad,Regular,Good}");
fileLines.Add("@DATA");
string line = "";
foreach (string key in movies.Keys)
{
Movie movie = movies[key];
string runtime = "";
if (movie.Runtime < 88.0f)
{
runtime = "Short";
}
else if (movie.Runtime < 122.0f)
{
runtime = "Regular";
}
else if (movie.Runtime < 160.0f)
{
runtime = "Long";
}
else
{
runtime = "Very_Long";
}
line += runtime + ",";
line += ((movie.AwardedDirector) ? "1" : "0") + ",";
line += ((movie.OscarDirector) ? "1" : "0") + ",";
line += ((movie.AwardedActors) ? "1" : "0") + ",";
line += ((movie.OscarActors) ? "1" : "0") + ",";
string genre = "";
string actualGenre = movie.Genre.Split('@')[0];
#region defining genre
if (actualGenre.Equals("Drama") || actualGenre.Equals("Family") || actualGenre.Equals("Romance") || actualGenre.Equals("History") || actualGenre.Equals("Reality-TV") || actualGenre.Equals("Adult") || actualGenre.Equals("Biography"))
{
genre = "Drama";
}
else if (actualGenre.Equals("Horror") || actualGenre.Equals("Thriller") || actualGenre.Equals("Mistery"))
{
genre = "Horror";
}
else if (actualGenre.Equals("Action") || actualGenre.Equals("Adventure") || actualGenre.Equals("Crime") || actualGenre.Equals("Sci-Fi") || actualGenre.Equals("Fantasy") || actualGenre.Equals("War") || actualGenre.Equals("Western") || actualGenre.Equals("Sport"))
{
genre = "Action";
}
else if (actualGenre.Equals("Comedy"))
{
genre = "Comedy";
}
else
{
genre = "Others";
}
#endregion
line += genre + ",";
string certificate = "";
if (movie.Certificate.Equals("R"))
{
certificate = "R";
}
else if (movie.Certificate.Equals("G"))
{
certificate = "G";
}
else if (movie.Certificate.Equals("PG_13"))
{
certificate = "PG_13";
}
else if (movie.Certificate.Equals("PG"))
{
certificate = "PG";
}
else
{
certificate = "NOT_RATED";
}
line += certificate + ",";
movie.GetClassification();
string rating = movie.Classification;
//isViolent + ";" + hasFireguns + ";" + isGoreViolent + ";" + hasSex + ";" + hasNudeScenes + ";" +
//aboutRelationships + ";" + aboutFamily + ";" + hasFlashbacks + ";" + hasSurpriseEnding + ";" +
//aboutHumanDrama + ";" + aboutNatureOrCity + ";" + hasNowadaysTechnology + ";" + isSequel + ";" +
//isBasedOnNovel + ";" + isWrittenByDirector + ";" + isIndependent + ";" + hasCameraWorks;
line += ((movie.IsViolent) ? "1" : "0") + ",";
line += ((movie.HasFireguns) ? "1" : "0") + ",";
line += ((movie.IsGoreViolent) ? "1" : "0") + ",";
line += ((movie.HasSex) ? "1" : "0") + ",";
line += ((movie.HasNudeScenes) ? "1" : "0") + ",";
line += ((movie.AboutRelationships) ? "1" : "0") + ",";
line += ((movie.AboutFamily) ? "1" : "0") + ",";
line += ((movie.HasFlashbacks) ? "1" : "0") + ",";
line += ((movie.HasSurpriseEnding) ? "1" : "0") + ",";
line += ((movie.AboutHumanDrama) ? "1" : "0") + ",";
line += ((movie.AboutNatureOrCity) ? "1" : "0") + ",";
line += ((movie.HasNowadaysTechnology) ? "1" : "0") + ",";
line += ((movie.IsSequel) ? "1" : "0") + ",";
line += ((movie.IsBasedOnNovel) ? "1" : "0") + ",";
line += ((movie.IsWrittenByDirector) ? "1" : "0") + ",";
line += ((movie.IsIndependent) ? "1" : "0") + ",";
line += ((movie.HasCameraWorks) ? "1" : "0") + ",";
line += rating;
fileLines.Add(line);
line = "";
}
FileAO.ExportToArff(fileLines, destination);
}
public static void ExportMoviesToWeka(List <Movie> movies, string destination)
{
List <string> fileLines = new List <string>();
fileLines.Add("@RELATION movie");
fileLines.Add("@ATTRIBUTE duration {Short,Regular,Long,Very_Long}");
fileLines.Add("@ATTRIBUTE awardedDirector {0,1}");
fileLines.Add("@ATTRIBUTE oscarDirector {0,1}");
fileLines.Add("@ATTRIBUTE awardedActor {0,1}");
fileLines.Add("@ATTRIBUTE oscarActor {0,1}");
fileLines.Add("@ATTRIBUTE genre {Drama,Horror,Action,Comedy,Others}");
fileLines.Add("@ATTRIBUTE certificate {G, R, PG_13, PG, NOT_RATED}");
fileLines.Add("@ATTRIBUTE rating {Very Bad, Bad,Regular,Good, Excellent}");
//
fileLines.Add("@DATA");
string line = "";
foreach (Movie movie in movies)
{
string runtime = "";
if (movie.Runtime < 88.0f)
{
runtime = "Short";
}
else if (movie.Runtime < 122.0f)
{
runtime = "Regular";
}
else if (movie.Runtime < 160.0f)
{
runtime = "Long";
}
else
{
runtime = "Very_Long";
}
line += runtime + ",";
line += ((movie.AwardedDirector)? "1" : "0") + ",";
line += ((movie.OscarDirector)? "1" : "0") + ",";
line += ((movie.AwardedActors)? "1" : "0") + ",";
line += ((movie.OscarActors)? "1" : "0") + ",";
string genre = "";
string actualGenre = movie.Genre.Split('@')[0];
movie.Genre = actualGenre;
movie.GetMovieGenre();
line += genre + ",";
string certificate = "";
if (movie.Certificate.Equals("R"))
{
certificate = "R";
}
else if (movie.Certificate.Equals("G"))
{
certificate = "G";
}
else if (movie.Certificate.Equals("PG_13"))
{
certificate = "PG_13";
}
else if (movie.Certificate.Equals("PG"))
{
certificate = "PG";
}
else
{
certificate = "NOT_RATED";
}
line += certificate + ",";
movie.GetClassification();
string rating = movie.Classification;
line += rating;
fileLines.Add(line);
line = "";
}
FileAO.ExportToArff(fileLines, destination);
}
public static void GenreStatistics(string filepath)
{
string[] lines = FileAO.ReadFile(filepath);
GenreStatistics(lines);
}
public static void ExportMoviesToWeka(List <Movie> movies, string destination)
{
List <string> fileLines = new List <string>();
fileLines.Add("@RELATION movie");
//fileLines.Add("@ATTRIBUTE duration NUMERIC");
fileLines.Add("@ATTRIBUTE duration {Short,Regular,Long,Very_Long}");
fileLines.Add("@ATTRIBUTE awardedDirector {0,1}");
fileLines.Add("@ATTRIBUTE oscarDirector {0,1}");
fileLines.Add("@ATTRIBUTE awardedActor {0,1}");
fileLines.Add("@ATTRIBUTE oscarActor {0,1}");
fileLines.Add("@ATTRIBUTE genre {Drama,Horror,Action,Comedy,Others}");
fileLines.Add("@ATTRIBUTE certificate {G, R, PG_13, PG, NOT_RATED}");
fileLines.Add("@ATTRIBUTE rating {Bad,Regular,Good}");
fileLines.Add("@DATA");
string line = "";
int a = 0, b = 0, c = 0;
int drama = 0, horror = 0, action = 0, comedy = 0, others = 0;
int shorte = 0, regular = 0, longe = 0, verylong = 0;
foreach (Movie movie in movies)
{
//line += movie.Runtime + ",";
string runtime = "";
if (movie.Runtime < 88.0f)
{
runtime = "Short";
shorte++;
}
else if (movie.Runtime < 122.0f)
{
runtime = "Regular";
regular++;
}
else if (movie.Runtime < 160.0f)
{
runtime = "Long";
longe++;
}
else
{
runtime = "Very_Long";
verylong++;
}
line += runtime + ",";
line += ((movie.AwardedDirector)? "1" : "0") + ",";
line += ((movie.OscarDirector)? "1" : "0") + ",";
line += ((movie.AwardedActors)? "1" : "0") + ",";
line += ((movie.OscarActors)? "1" : "0") + ",";
string genre = "";
string actualGenre = movie.Genre.Split('@')[0];
#region defining genre
if (actualGenre.Equals("Drama") || actualGenre.Equals("Family") || actualGenre.Equals("Romance") || actualGenre.Equals("History") || actualGenre.Equals("Reality-TV") || actualGenre.Equals("Adult") || actualGenre.Equals("Biography"))
{
genre = "Drama";
drama++;
}
else if (actualGenre.Equals("Horror") || actualGenre.Equals("Thriller") || actualGenre.Equals("Mistery"))
{
genre = "Horror";
horror++;
}
else if (actualGenre.Equals("Action") || actualGenre.Equals("Adventure") || actualGenre.Equals("Crime") || actualGenre.Equals("Sci-Fi") || actualGenre.Equals("Fantasy") || actualGenre.Equals("War") || actualGenre.Equals("Western") || actualGenre.Equals("Sport"))
{
genre = "Action";
action++;
}
else if (actualGenre.Equals("Comedy"))
{
genre = "Comedy";
comedy++;
}
else
{
genre = "Others";
others++;
}
#endregion
line += genre + ",";
string certificate = "";
if (movie.Certificate.Equals("R"))
{
certificate = "R";
}
else if (movie.Certificate.Equals("G"))
{
certificate = "G";
}
else if (movie.Certificate.Equals("PG_13"))
{
certificate = "PG_13";
}
else if (movie.Certificate.Equals("PG"))
{
certificate = "PG";
}
else
{
certificate = "NOT_RATED";
}
line += certificate + ",";
movie.GetClassification();
string rating = movie.Classification;
line += rating;
fileLines.Add(line);
line = "";
}
Console.WriteLine("drama = " + drama);
Console.WriteLine("horror = " + horror);
Console.WriteLine("action = " + action);
Console.WriteLine("comedy = " + comedy);
Console.WriteLine("others = " + others);
Console.WriteLine();
Console.WriteLine("Bad = " + c);
Console.WriteLine("Regular = " + b);
Console.WriteLine("Good = " + a);
Console.WriteLine();
Console.WriteLine("shorte = " + shorte);
Console.WriteLine("regular = " + regular);
Console.WriteLine("longe = " + longe);
Console.WriteLine("verylong = " + verylong);
FileAO.ExportToArff(fileLines, destination);
}
public static void ExportMoviesToWeka(Dictionary <string, Movie> movies, string destination)
{
List <string> fileLines = new List <string>();
fileLines.Add("@RELATION movie");
fileLines.Add("@ATTRIBUTE duration {Short,Regular,Long,Very_Long}");
fileLines.Add("@ATTRIBUTE awardedDirector {0,1}");
fileLines.Add("@ATTRIBUTE oscarDirector {0,1}");
fileLines.Add("@ATTRIBUTE awardedActor {0,1}");
fileLines.Add("@ATTRIBUTE oscarActor {0,1}");
fileLines.Add("@ATTRIBUTE genre {Drama,Horror,Action,Comedy,Others}");
fileLines.Add("@ATTRIBUTE certificate {G, R, PG_13, PG, NOT_RATED}");
fileLines.Add("@ATTRIBUTE rating {Bad,Regular,Good}");
fileLines.Add("@DATA");
string line = "";
foreach (string key in movies.Keys)
{
Movie movie = movies[key];
string runtime = "";
if (movie.Runtime < 88.0f)
{
runtime = "Short";
}
else if (movie.Runtime < 122.0f)
{
runtime = "Regular";
}
else if (movie.Runtime < 160.0f)
{
runtime = "Long";
}
else
{
runtime = "Very_Long";
}
line += runtime + ",";
line += ((movie.AwardedDirector) ? "1" : "0") + ",";
line += ((movie.OscarDirector) ? "1" : "0") + ",";
line += ((movie.AwardedActors) ? "1" : "0") + ",";
line += ((movie.OscarActors) ? "1" : "0") + ",";
string genre = "";
string actualGenre = movie.Genre.Split('@')[0];
#region defining genre
if (actualGenre.Equals("Drama") || actualGenre.Equals("Family") || actualGenre.Equals("Romance") || actualGenre.Equals("History") || actualGenre.Equals("Reality-TV") || actualGenre.Equals("Adult") || actualGenre.Equals("Biography"))
{
genre = "Drama";
}
else if (actualGenre.Equals("Horror") || actualGenre.Equals("Thriller") || actualGenre.Equals("Mistery"))
{
genre = "Horror";
}
else if (actualGenre.Equals("Action") || actualGenre.Equals("Adventure") || actualGenre.Equals("Crime") || actualGenre.Equals("Sci-Fi") || actualGenre.Equals("Fantasy") || actualGenre.Equals("War") || actualGenre.Equals("Western") || actualGenre.Equals("Sport"))
{
genre = "Action";
}
else if (actualGenre.Equals("Comedy"))
{
genre = "Comedy";
}
else
{
genre = "Others";
}
#endregion
line += genre + ",";
string certificate = "";
if (movie.Certificate.Equals("R"))
{
certificate = "R";
}
else if (movie.Certificate.Equals("G"))
{
certificate = "G";
}
else if (movie.Certificate.Equals("PG_13"))
{
certificate = "PG_13";
}
else if (movie.Certificate.Equals("PG"))
{
certificate = "PG";
}
else
{
certificate = "NOT_RATED";
}
line += certificate + ",";
movie.GetClassification();
string rating = movie.Classification;
line += rating;
fileLines.Add(line);
line = "";
}
FileAO.ExportToArff(fileLines, destination);
}
