public List<TimeSliceGame> Normalize(List<TimeSliceGame> games)
{
Dictionary<string, float> maxUnitCounts = new Dictionary<string, float>();
foreach (TimeSliceGame game in games)
{
foreach (GameStateVector vector in game.GameStateVectors)
{
foreach (KeyValuePair<string, float> unit in vector.UnitCounter)
{
if (maxUnitCounts.ContainsKey(unit.Key) == false)
{
maxUnitCounts.Add(unit.Key, unit.Value);
}
else if (maxUnitCounts[unit.Key] < unit.Value)
{
maxUnitCounts.Remove(unit.Key);
maxUnitCounts.Add(unit.Key, unit.Value);
}
}
}
}
List<TimeSliceGame> newGames = new List<TimeSliceGame>();
foreach (TimeSliceGame game in games)
{
TimeSliceGame newGame = new TimeSliceGame();
newGame.Race = game.Race;
foreach (GameStateVector vector in game.GameStateVectors)
{
Dictionary<string, float> newUnitCounter = new Dictionary<string, float>();
foreach (KeyValuePair<string, float> unit in vector.UnitCounter)
{
float newValue = unit.Value / maxUnitCounts[unit.Key];
newUnitCounter.Add(unit.Key, newValue);
}
GameStateVector gsv = new GameStateVector();
gsv.UnitCounter = newUnitCounter;
newGame.GameStateVectors.Add(gsv);
}
newGames.Add(newGame);
}
return newGames;
}
private void WriteGameToCsv(TimeSliceGame game, int gameId, StreamWriter sw, bool onlyWriteLastVector)
{
for (int i = 0; i < game.GameStateVectors.Count; i++)
{
if (onlyWriteLastVector)
if (i != game.GameStateVectors.Count - 1)
continue;
sw.Write(gameId + SEPERATION_SYMBOL + i + SEPERATION_SYMBOL + game.Replay + SEPERATION_SYMBOL);
int counter = 0;
foreach (KeyValuePair<string, float> unit in game.GameStateVectors[i].UnitCounter)
{
sw.Write(unit.Value.ToString("F8", CultureInfo.CreateSpecificCulture(CULTURE)));
if (counter != game.GameStateVectors[i].UnitCounter.Count - 1)
sw.Write(SEPERATION_SYMBOL);
counter++;
}
sw.WriteLine("");
}
}
