/// <summary>
/// Dump the current state of SPLConqueror to Files.
/// </summary>
/// <param name="pathArray">Array with file paths. Needs 5 paths. Data will be stored in these files.</param>
/// <param name="mlSettings">Current ML_Settings, to save.</param>
/// <param name="toSample">Sampling strategies to save.</param>
/// <param name="toSampleValidation">Validation sampling strategies to save.</param>
/// <param name="exp">Learning object to save.</param>
/// <param name="history">Command history to save.</param>
public static void dump(string[] path, ML_Settings mlSettings, List <SamplingStrategies> toSample, List <SamplingStrategies> toSampleValidation, Learning exp, CommandHistory history)
{
if (path.Length >= 1)
{
StreamWriter sw = new StreamWriter(path[0] + "GlobalState.xml");
sw.Write(PersistGlobalState.dump());
sw.Flush();
sw.Close();
sw = new StreamWriter(path[0] + "mlSettings.xml");
sw.Write(PersistMLSettings.dump(mlSettings));
sw.Flush();
sw.Close();
sw = new StreamWriter(path[0] + "toSample.xml");
sw.Write(PersistSampling.dump(toSample));
sw.Flush();
sw.Close();
sw = new StreamWriter(path[0] + "toSampleValidation.xml");
sw.Write(PersistSampling.dump(toSampleValidation));
sw.Flush();
sw.Close();
sw = new StreamWriter(path[0] + "learning.xml");
sw.Write(PersistLearning.dump(exp));
sw.Flush();
sw.Close();
sw = new StreamWriter(path[0] + "history.xml");
sw.Write(PersistCommandHistory.dump(history));
sw.Flush();
sw.Close();
}
else
{
GlobalState.logError.logLine("Couldn't dump the data. Not all target paths are given");
}
}
/// <summary>
/// Recover the SPLConqueror data from files.
/// </summary>
/// <param name="pathArray">String array with the file paths. Needs 6 file paths.</param>
/// <returns>Tuple containing all recovered data.</returns>
public static Tuple <ML_Settings, List <SamplingStrategies>, List <SamplingStrategies> > recoverDataFromDump(string[] path)
{
if (path.Length >= 1)
{
PersistGlobalState.recoverFromPersistentDump(path[0] + "GlobalState.xml");
ML_Settings mlSettings = PersistMLSettings.recoverFromPersistentDump(path[0] + "mlSettings.xml");
List <SamplingStrategies> toSample = PersistSampling.recoverFromDump(path[0] + "toSample.xml");
List <SamplingStrategies> toSampleValidation = PersistSampling.recoverFromDump(path[0] + "toSampleValidation.xml");
List <List <string> > learningRounds = PersistLearning.recoverFromPersistentDump(path[0] + "learning.xml");
learningHistory = Tuple.Create(true, learningRounds.Last());
history = PersistCommandHistory.recoverFromDump(path[0] + "history.xml");
return(Tuple.Create(mlSettings, toSample, toSampleValidation));
}
else
{
GlobalState.logError.logLine("Couldn't recover from dump. Not all source paths are given");
return(null);
}
}