public static void WriteGeneration(BotVersion botVersion, TetrisGeneration tetrisGeneration)
{
string path = GetBotVersionGensLogFilePath(botVersion);
if (path == "")
{
Debug.Log("Wrong bot version");
}
else
{
List <TetrisGeneration> currentGenerations = ReadGenerationsList(botVersion, path);
if (currentGenerations == null)
{
currentGenerations = new List <TetrisGeneration>();
}
if (tetrisGeneration.genIndex > currentGenerations.Count)
{
currentGenerations.Add(tetrisGeneration);
}
else
{
currentGenerations[tetrisGeneration.genIndex - 1] = tetrisGeneration;
}
string json = JsonHelper.ToJson(currentGenerations, true);
File.WriteAllText(path, json);
}
}
//The data of the current generation is saved in a log file
private void SaveCurrentGeneration()
{
TetrisGeneration currentGeneration = new TetrisGeneration();
currentGeneration.genIndex = generation;
currentGeneration.bestScore = best.GetScore();
currentGeneration.bestWeights = best.GetWeights();
currentGeneration.scoreMean = scoreSum / population.Count;
currentGeneration.pieces = best.GetPieces();
currentGeneration.level = best.GetLevel();
currentGeneration.lines = best.GetLines();
LogWriter.WriteGeneration(botVersion, currentGeneration);
}
/// <summary>
/// Giving a generation, loads that generation from a file and sets its weights to the weights of the bot
/// </summary>
private void LoadWeightsFromFile()
{
TetrisGeneration tetrisGeneration = LogWriter.GetGeneration(botVersion, generation - 1);
if (tetrisGeneration != null)
{
holesWeight = tetrisGeneration.bestWeights[0];
bumpinessWeight = tetrisGeneration.bestWeights[1];
linesWeight = tetrisGeneration.bestWeights[2];
linesHolesWeight = tetrisGeneration.bestWeights[3];
if (botVersion == BotVersion.HumanizedBot)
{
humanizedWeight = tetrisGeneration.bestWeights[4];
}
UpdateUIWeights();
UpdateUIGeneration(generation);
}
}
