public Preprocessor(List <string> files, Set <string> ingates, Dictionary <string, string> canonical_examples, bool verbosity)
{
_verbose = verbosity;
_td = new TrainingData(WIDTH, HEIGHT);
_gates = ingates;
if (_verbose)
{
Console.WriteLine("Beginning search for {0} gate types", _gates.Count);
}
foreach (string file in files)
{
if (_verbose)
{
Console.Write(".");
}
Sketch.Sketch input = new ConverterXML.ReadXML(file).Sketch;
addGatesFrom(input);
}
foreach (KeyValuePair <string, string> ce in canonical_examples)
{
Sketch.Sketch input = new ConverterXML.ReadXML(ce.Value).Sketch;
addCanonicalExample(ce.Key, input);
}
if (_verbose)
{
Console.Write(Environment.NewLine);
Console.WriteLine("SUMMARY:");
foreach (string gate in _gates)
{
Console.WriteLine("Found {0} {1}s", _td.Images(gate).Count, gate);
}
}
}
/// <summary>
/// Loads a new TrainingData object from a file
/// </summary>
/// <param name="filename">The file to read from</param>
/// <returns>The TrainingData object</returns>
public static TrainingData ReadFromFile(string filename)
{
Stream stream = File.Open(filename, FileMode.Open);
BinaryFormatter fmt = new BinaryFormatter();
TrainingData td = (TrainingData)fmt.Deserialize(stream);
stream.Close();
return(td);
}