private void ReceiveResults(string workerOutboxPath, Individual cur)
{
// Read the message and then delete the file.
var results = Toml.ReadFile <ResultsMessage>(workerOutboxPath);
File.Delete(workerOutboxPath);
// Save the statistics for this individual.
cur.ID = _individualsEvaluated;
cur.OverallData = results.OverallStats;
cur.StrategyData = results.StrategyStats;
// Save which elements are relevant to the search
cur.Fitness = cur.OverallData.TotalHealthDifference;
var os = results.OverallStats;
Console.WriteLine("------------------");
Console.WriteLine(string.Format("Eval ({0}):", _individualsEvaluated));
Console.WriteLine("Win Count: " + os.WinCount);
Console.WriteLine("Total Health Difference: "
+ os.TotalHealthDifference);
Console.WriteLine("Damage Done: " + os.DamageDone);
Console.WriteLine("Num Turns: " + os.NumTurns);
Console.WriteLine("Cards Drawn: " + os.CardsDrawn);
Console.WriteLine("Hand Size: " + os.HandSize);
Console.WriteLine("Mana Spent: " + os.ManaSpent);
Console.WriteLine("Mana Wasted: " + os.ManaWasted);
Console.WriteLine("Strategy Alignment: " + os.StrategyAlignment);
Console.WriteLine("Dust: " + os.Dust);
Console.WriteLine("Deck Mana Sum: " + os.DeckManaSum);
Console.WriteLine("Deck Mana Variance: " + os.DeckManaVariance);
Console.WriteLine("Num Minion Cards: " + os.NumMinionCards);
Console.WriteLine("Num Spell Cards: " + os.NumSpellCards);
Console.WriteLine("------------------");
foreach (var fs in results.StrategyStats)
{
Console.WriteLine("WinCount: " + fs.WinCount);
Console.WriteLine("Alignment: " + fs.Alignment);
Console.WriteLine("------------------");
}
// Save stats
bool didHitMaxWins = cur.OverallData.WinCount > _maxWins;
bool didHitMaxFitness = cur.Fitness > _maxFitness;
_maxWins = Math.Max(_maxWins, cur.OverallData.WinCount);
_maxFitness = Math.Max(_maxFitness, cur.Fitness);
// Log the individuals
_individualLog.LogIndividual(cur);
if (didHitMaxWins)
{
_championLog.LogIndividual(cur);
}
if (didHitMaxFitness)
{
_fittestLog.LogIndividual(cur);
}
}
private void LogIndividual(Individual cur)
{
var os = cur.OverallData;
Console.WriteLine("------------------");
Console.WriteLine(string.Format("Eval ({0}): {1}",
cur.ID,
string.Join("", cur.ToString())));
Console.WriteLine("Win Count: " + os.WinCount);
Console.WriteLine("Average Health Difference: "
+ os.AverageHealthDifference);
Console.WriteLine("Damage Done: " + os.DamageDone);
Console.WriteLine("Num Turns: " + os.NumTurns);
Console.WriteLine("Cards Drawn: " + os.CardsDrawn);
Console.WriteLine("Hand Size: " + os.HandSize);
Console.WriteLine("Mana Spent: " + os.ManaSpent);
Console.WriteLine("Mana Wasted: " + os.ManaWasted);
Console.WriteLine("Strategy Alignment: " + os.StrategyAlignment);
Console.WriteLine("Dust: " + os.Dust);
Console.WriteLine("Deck Mana Sum: " + os.DeckManaSum);
Console.WriteLine("Deck Mana Variance: " + os.DeckManaVariance);
Console.WriteLine("Num Minion Cards: " + os.NumMinionCards);
Console.WriteLine("Num Spell Cards: " + os.NumSpellCards);
Console.WriteLine("------------------");
foreach (var fs in cur.StrategyData)
{
Console.WriteLine("WinCount: " + fs.WinCount);
Console.WriteLine("Alignment: " + fs.Alignment);
Console.WriteLine("------------------");
}
// Save stats
bool didHitMaxWins =
cur.OverallData.WinCount > _maxWins;
bool didHitMaxFitness =
cur.Fitness > _maxFitness;
_maxWins = Math.Max(_maxWins, cur.OverallData.WinCount);
_maxFitness = Math.Max(_maxFitness, cur.Fitness);
// Log the individuals
_individualLog.LogIndividual(cur);
if (didHitMaxWins)
{
_championLog.LogIndividual(cur);
}
if (didHitMaxFitness)
{
_fittestLog.LogIndividual(cur);
}
}
private void CalculateFitness(Individual cur)
{
cur.RawFitness = cur.TotalHealthDifference;
cur.Features = new [] { cur.DamageDone, cur.NumTurns };
Console.WriteLine("Raw Fitness: " + cur.RawFitness);
if (_featureMap.Add(cur))
{
// Reassess the fitness of all elements
var queue = new Queue <Shard>();
while (!_populationDeque.IsEmpty)
{
Shard curShard = _populationDeque.DeleteMax();
curShard.Representative.Fitness =
-_featureMap.GetRank(curShard.Representative);
queue.Enqueue(curShard);
}
while (queue.Count > 0)
{
Shard curShard = queue.Dequeue();
_populationDeque.Add(curShard);
}
}
cur.Fitness = -_featureMap.GetRank(cur);
Console.WriteLine("Fitness: " + cur.Fitness);
// Save stats
bool didHitMaxWins =
cur.WinCount > _maxWins;
bool didHitMaxFitness =
cur.RawFitness > _maxFitness;
_maxWins = Math.Max(_maxWins, cur.WinCount);
_maxFitness = Math.Max(_maxFitness, cur.RawFitness);
// Log individual
if (didHitMaxWins)
{
_champion_log.LogIndividual(cur);
}
if (didHitMaxFitness)
{
_fittest_log.LogIndividual(cur);
}
}
private void CalculateFitness(Individual cur)
{
cur.Fitness = cur.TotalHealthDifference;
Console.WriteLine("Fitness: " + cur.Fitness);
// Save stats
bool didHitMaxWins =
cur.WinCount > _maxWins;
bool didHitMaxFitness =
cur.Fitness > _maxFitness;
_maxWins = Math.Max(_maxWins, cur.WinCount);
_maxFitness = Math.Max(_maxFitness, cur.Fitness);
// Log individual
if (didHitMaxWins)
{
_champion_log.LogIndividual(cur);
}
if (didHitMaxFitness)
{
_fittest_log.LogIndividual(cur);
}
}
private void LogIndividual(Individual cur)
{
// Standard IO Logging
var os = cur.OverallData;
Console.WriteLine("------------------");
Console.WriteLine(string.Format("Eval ({0}):", cur.ID));
/////////////////////////
//FileStream fileStream = null;
//string filePath = @"C:\Users\weizsw\iCloudDrive\Documents\Ai for Games\EvoStone\TestBed\StrategySearch\weight.txt";
////将待写的入数据从字符串转换为字节数组
//Encoding encoder = Encoding.UTF8;
//byte[] bytes = encoder.GetBytes(os.WinCount.ToString());
//try
//{
// fileStream = File.OpenWrite(filePath);
// //设定书写的开始位置为文件的末尾
// fileStream.Position = fileStream.Length;
// //将待写入内容追加到文件末尾
// fileStream.Write(bytes, 0, bytes.Length);
//}
//catch (Exception ex)
//{
// Console.WriteLine("文件打开失败{0}", ex.ToString());
//}
//finally
//{
// fileStream.Close();
//}
//////////////////////
using (StreamWriter sw = File.AppendText(@"C:\Users\weizsw\iCloudDrive\Documents\Ai for Games\EvoStone\TestBed\StrategySearch\win.txt"))
{
sw.Write(os.WinCount.ToString() + ",");
}
Console.WriteLine("Win Count: " + os.WinCount);
Console.WriteLine("Average Health Difference: "
+ os.AverageHealthDifference);
Console.WriteLine("Damage Done: " + os.DamageDone);
Console.WriteLine("Num Turns: " + os.NumTurns);
Console.WriteLine("Cards Drawn: " + os.CardsDrawn);
Console.WriteLine("Hand Size: " + os.HandSize);
Console.WriteLine("Mana Spent: " + os.ManaSpent);
Console.WriteLine("Mana Wasted: " + os.ManaWasted);
Console.WriteLine("Strategy Alignment: " + os.StrategyAlignment);
Console.WriteLine("Dust: " + os.Dust);
Console.WriteLine("Deck Mana Sum: " + os.DeckManaSum);
Console.WriteLine("Deck Mana Variance: " + os.DeckManaVariance);
Console.WriteLine("Num Minion Cards: " + os.NumMinionCards);
Console.WriteLine("Num Spell Cards: " + os.NumSpellCards);
Console.WriteLine("------------------");
foreach (var fs in cur.StrategyData)
{
Console.WriteLine("WinCount: " + fs.WinCount);
Console.WriteLine("Alignment: " + fs.Alignment);
Console.WriteLine("------------------");
}
// Save stats
bool didHitMaxWins = cur.OverallData.WinCount > _maxWins;
bool didHitMaxFitness = cur.Fitness > _maxFitness;
_maxWins = Math.Max(_maxWins, cur.OverallData.WinCount);
_maxFitness = Math.Max(_maxFitness, cur.Fitness);
// Log the individuals
_individualLog.LogIndividual(cur);
if (cur.OverallData.WinCount == _maxWins)
{
_championLog.LogIndividual(cur);
}
if (cur.Fitness == _maxFitness)
{
_fittestLog.LogIndividual(cur);
}
}
private void LogIndividual(Individual cur)
{
// Standard IO Logging
var os = cur.OverallData;
Console.WriteLine("------------------");
Console.WriteLine(string.Format("Eval ({0}):", cur.ID));
///////////////////////////
FileStream fileStream = null;
string filePath = "/Users/hc/Desktop/wincount.txt";
//将待写的入数据从字符串转换为字节数组
Encoding encoder = Encoding.UTF8;
byte[] bytes = encoder.GetBytes(os.WinCount.ToString() + "\n");
try
{
fileStream = File.OpenWrite(filePath);
//设定书写的开始位置为文件的末尾
fileStream.Position = fileStream.Length;
//将待写入内容追加到文件末尾
fileStream.Write(bytes, 0, bytes.Length);
}
catch (Exception ex)
{
Console.WriteLine("文件打开失败{0}", ex.ToString());
}
finally
{
fileStream.Close();
}
//////////////////////////
Console.WriteLine("Win Count: " + os.WinCount);
Console.WriteLine("Average Health Difference: "
+ os.AverageHealthDifference);
Console.WriteLine("Damage Done: " + os.DamageDone);
Console.WriteLine("Num Turns: " + os.NumTurns);
Console.WriteLine("Cards Drawn: " + os.CardsDrawn);
Console.WriteLine("Hand Size: " + os.HandSize);
Console.WriteLine("Mana Spent: " + os.ManaSpent);
Console.WriteLine("Mana Wasted: " + os.ManaWasted);
Console.WriteLine("Strategy Alignment: " + os.StrategyAlignment);
Console.WriteLine("Dust: " + os.Dust);
Console.WriteLine("Deck Mana Sum: " + os.DeckManaSum);
Console.WriteLine("Deck Mana Variance: " + os.DeckManaVariance);
Console.WriteLine("Num Minion Cards: " + os.NumMinionCards);
Console.WriteLine("Num Spell Cards: " + os.NumSpellCards);
Console.WriteLine("------------------");
foreach (var fs in cur.StrategyData)
{
Console.WriteLine("WinCount: " + fs.WinCount);
Console.WriteLine("Alignment: " + fs.Alignment);
Console.WriteLine("------------------");
}
// Save stats
bool didHitMaxWins = cur.OverallData.WinCount > _maxWins;
bool didHitMaxFitness = cur.Fitness > _maxFitness;
_maxWins = Math.Max(_maxWins, cur.OverallData.WinCount);
_maxFitness = Math.Max(_maxFitness, cur.Fitness);
// Log the individuals
_individualLog.LogIndividual(cur);
if (cur.OverallData.WinCount == _maxWins)
{
_championLog.LogIndividual(cur);
}
if (cur.Fitness == _maxFitness)
{
_fittestLog.LogIndividual(cur);
}
}
private void ReceiveResults(string workerOutboxPath, Individual cur)
{
// Read the file and calculate a true fitness
string[] textLines = File.ReadAllLines(workerOutboxPath);
// Delete the file!
File.Delete(workerOutboxPath);
// Pull out the data from the text of the file.
char[] delimeters = { '*' };
string[] cardNames = textLines[0].Split(delimeters);
string[] countText = textLines[1].Split(delimeters);
cur.ID = _individualsEvaluated;
cur.WinCount = Int32.Parse(textLines[2]);
cur.TotalHealthDifference = Int32.Parse(textLines[3]);
cur.DamageDone = Int32.Parse(textLines[4]);
cur.NumTurns = Int32.Parse(textLines[5]);
cur.CardsDrawn = Int32.Parse(textLines[6]);
cur.ManaSpent = Int32.Parse(textLines[7]);
cur.StrategyAlignment = Int32.Parse(textLines[8]);
Console.WriteLine("------------------");
Console.WriteLine(string.Format("Eval ({0}): {1}",
_individualsEvaluated, cur));
Console.WriteLine(String.Join(" ", countText));
Console.WriteLine("Win Count: " + cur.WinCount);
Console.WriteLine("Total Health Difference: "
+ cur.TotalHealthDifference);
Console.WriteLine("Damage Done: " + cur.DamageDone);
Console.WriteLine("Num Turns: " + cur.NumTurns);
Console.WriteLine("Cards Drawn: " + cur.CardsDrawn);
Console.WriteLine("Mana Spent: " + cur.ManaSpent);
Console.WriteLine("Strategy Alignment: " + cur.StrategyAlignment);
Console.WriteLine("------------------");
// Build a build a frequency table based on card usage
// for each name.
var cardUsage = new int[_cardSet.Count];
for (int cardId = 0; cardId < _cardSet.Count; cardId++)
{
bool seenCard = false;
for (int i = 0; i < cardNames.Length; i++)
{
if (_cardSet[cardId].Name.Equals(cardNames[i]))
{
if (seenCard)
{
cardUsage[cardId] /= 2;
}
else
{
cardUsage[cardId] = Int32.Parse(countText[i]);
}
seenCard = true;
}
}
}
// Put the cards in the order of usage.
cur.GenerateCardRanking(cardUsage);
// Log the individual
_individualLog.LogIndividual(cur);
}
