private void LoadData(List <float[]> X, List <float> Y)
{
LearningRangeStart = null;
LearningRangeEnd = null;
if (X.Count == 0)
{
DateTime startDate = _settings.GetSettingDateTime("LearnDStart");
DateTime endDate = _settings.GetSettingDateTime("LearnDEnd");
var rows = _gs.GetGameInfos(startDate, endDate);
if (rows.Count == 0)
{
return;
}
foreach (var row in rows)
{
row.TrimMoves();
if (!row.IsValid())
{
continue;
}
if (LearningRangeEnd is null)
{
LearningRangeEnd = row.Game.Id;
}
LearningRangeStart = row.Game.Id;
int i;
Debug.Assert(row.Moves.Count > 0);
int machProfit = row.AreLastTwoMovesEqual() ?
row.Game.Surplus - (int)row.Game.TurksProfit :
row.Game.MachineDisValue;
Debug.Assert(machProfit >= 0 && machProfit <= 20, $"machProfit is incorrect in row:{row.Game.Id}");
i = row.Game.MachineStarts ? 0 : 1;
for (; i < row.Moves.Count; i += 2)
{
var x = row.GetSubHistory(i);
X.Add(x);
Y.Add(machProfit);
}
}
}
}
private string GetContent(FileFormat format)
{
var rows = _gs.GetGameInfos();
if (rows.Count == 0)
{
return("Nothing to see here, there were no finished games");
}
switch (format)
{
case FileFormat.TrainingVectorsNormalized:
return(TrainingNormalized(rows));
case FileFormat.TrainingVectors:
return(TrainingInt(rows));
default:
return(GamesMoves(rows));
}
}