public void WriteToFiles(string fileName)
{
//makes it an os-friendly fileName (with the correct / or \ depening on the platform), also makes it unique by adding file endings like (00, 01)
fileName = fileName.Replace('/', Path.DirectorySeparatorChar).Replace('\\', Path.DirectorySeparatorChar);
TyDebug.LogInfo("Wrote " + fileName);
CreatePathIfNonExistent(fileName);
WriteCsvFile(fileName, _csvLogs);
}
private static void LearnFromExe(string[] args)
{
TyDebug.LogInfo("Executable Learn");
var enemy = TycheAgent.GetTrainingAgent(0.0f, false);
TyLearnSetup learnSetup = new TyLearnSetup();
learnSetup.Rounds = 50;
learnSetup.MatchesPerRound = 1;
Dictionary <string, string> keyValues = new Dictionary <string, string>();
char[] split = { '=' };
for (int i = 0; i < args.Length; i++)
{
var keyValuePair = args[i].Split(split, StringSplitOptions.RemoveEmptyEntries);
if (keyValuePair.Length == 2)
{
keyValues.Add(keyValuePair[0], keyValuePair[1]);
}
else
{
TyDebug.LogError("Arg '" + args[i] + "' is not allowed");
}
}
var deck0Value = DeckFu.All.ToString();
keyValues.TryGetValue("deck0", out deck0Value);
var deck1Value = DeckFu.All.ToString();
keyValues.TryGetValue("deck1", out deck1Value);
int generations = TryGetIntValue(keyValues, "gens", 20);
var myDeck = DeckFromEnumString(deck0Value);
var hisDeck = DeckFromEnumString(deck1Value);
learnSetup.Clear();
learnSetup.Run(generations, myDeck, hisDeck, enemy);
}
private static void AllMirroredDecksAllAgents()
{
const int ROUNDS = 100;
const int MATCHES_PER_ROUND = 1;
TyDebug.LogInfo("Debug Test");
TyDebug.LogInfo("Total matches: " + (ROUNDS * MATCHES_PER_ROUND));
List <List <TyDeckHeroPair> > decks = new List <List <TyDeckHeroPair> >
{
DeckFromEnum(DeckFu.Druid),
DeckFromEnum(DeckFu.Mage),
DeckFromEnum(DeckFu.Paladin),
DeckFromEnum(DeckFu.Priest),
DeckFromEnum(DeckFu.Rogue),
DeckFromEnum(DeckFu.Shaman),
DeckFromEnum(DeckFu.Warlock),
DeckFromEnum(DeckFu.Warrior)
};
//for (int i = 0; i < _allEnemyAgents.Count; i++)
{
for (int j = 0; j < decks.Count; j++)
{
var deck = decks[j];
TyDebug.LogInfo(deck[0].Name);
for (int l = 0; l < 4; l++)
{
var myAgent = new TycheAgent();
var enemyAgent = TycheAgent.GetTrainingAgent(); //_allEnemyAgents[i % _allEnemyAgents.Count];
TyMatchSetup training = new TyMatchSetup(myAgent, enemyAgent);
training.RunRounds(deck, deck, ROUNDS, MATCHES_PER_ROUND);
training.PrintFinalResults();
}
}
}
TyDebug.LogInfo("Press a key to close.");
Console.ReadLine();
}
public void RunRounds(List <TyDeckHeroPair> decks0, List <TyDeckHeroPair> decks1, int rounds, int matchesPerRound)
{
var totalStartTime = TyUtility.GetSecondsSinceStart();
System.Random random = new Random();
var s1 = "";
for (int i = 0; i < decks0.Count; i++)
{
s1 += decks0[i].Name + ",";
}
var s2 = "";
for (int i = 0; i < decks1.Count; i++)
{
s2 += decks1[i].Name + ",";
}
TyDebug.LogInfo("Decks: " + s1 + " vs. " + s2);
for (int i = 0; i < rounds; i++)
{
var roundStartTime = TyUtility.GetSecondsSinceStart();
var deck0 = decks0.GetUniformRandom(random);
var deck1 = decks1.GetUniformRandom(random);
var startPlayer = (i % 2) + 1;
RunMatches(deck0, deck1, matchesPerRound, startPlayer);
var roundTime = TyUtility.GetSecondsSinceStart() - roundStartTime;
if (PrintMatchTimes)
{
PrintFinalResults(roundTime, matchesPerRound);
}
}
_totalTimeUsed = TyUtility.GetSecondsSinceStart() - totalStartTime;
}
private static void DebugLearn()
{
TyDebug.LogInfo("Debug Learn");
var enemy = new BotB.BotB();
TyLearnSetup learnSetup = new TyLearnSetup();
learnSetup.Rounds = 1;
learnSetup.MatchesPerRound = 1;
const int GENERATIONS = 20;
learnSetup.Clear();
learnSetup.Run(GENERATIONS, DeckFromEnum(DeckFu.Mage), DeckFromEnum(DeckFu.Mage), enemy);
learnSetup.Clear();
learnSetup.Run(GENERATIONS, DeckFromEnum(DeckFu.Warrior), DeckFromEnum(DeckFu.Warrior), enemy);
learnSetup.Clear();
learnSetup.Run(GENERATIONS, DeckFromEnum(DeckFu.Shaman), DeckFromEnum(DeckFu.Shaman), enemy);
}
private static void Main(string[] args)
{
_randomLateAgent = new List <AbstractAgent> {
GetAgent(Agent.RandomLate)
};
_faceHunterAgent = new List <AbstractAgent> {
GetAgent(Agent.FaceHunter)
};
_randomAgent = new List <AbstractAgent> {
GetAgent(Agent.Random)
};
_botBAgent = new List <AbstractAgent> {
GetAgent(Agent.BotB)
};
_allEnemyAgents = new List <AbstractAgent> {
GetAgent(Agent.RandomLate),
GetAgent(Agent.FaceHunter),
GetAgent(Agent.Random),
GetAgent(Agent.BotB)
};
TyDebug.Assert(false);
//var c = Cards.FromName("Medivh, the Guardian");
//TyDebug.LogInfo(c.AssetId);
//var allCards = Cards.All;
//foreach(var card in allCards)
// TyDebug.LogInfo(card.FullPrint());
QuickTest();
//AllMirroredDecksAllAgents();
//if (args.Length == 0)
// DebugLearn();
//else
// LearnFromExe(args);
}
private static void QuickTest()
{
const int ROUNDS = 40;
const int MATCHES_PER_ROUND = 1;
TyDebug.LogInfo("Quick Test Setup");
TyDebug.LogInfo("Total matches to play: " + (ROUNDS * MATCHES_PER_ROUND));
List <List <TyDeckHeroPair> > decks = new List <List <TyDeckHeroPair> >
{
DeckFromEnum(DeckFu.Shaman)
/*
* DeckFromEnum(DeckFu.Warrior),
* DeckFromEnum(DeckFu.Druid),
* DeckFromEnum(DeckFu.Warlock),
* DeckFromEnum(DeckFu.Paladin),
* DeckFromEnum(DeckFu.Rogue),
* DeckFromEnum(DeckFu.Priest),
* DeckFromEnum(DeckFu.Mage),
*/
};
for (int j = 0; j < decks.Count; j++)
{
var myAgent = TycheAgent.GetSearchTreeAgent(20);
var enemyAgent = TycheAgent.GetTrainingAgent(0.0f, false);
TyMatchSetup training = new TyMatchSetup(myAgent, enemyAgent);
//training.PrintMatchTimes = true;
training.RunRounds(decks[j], decks[j], ROUNDS, MATCHES_PER_ROUND);
training.PrintFinalResults();
}
TyDebug.LogInfo("Press a key to close.");
Console.ReadLine();
}
public void Run(int numGenerations, List <TyDeckHeroPair> myDeck, List <TyDeckHeroPair> enemyDeck, AbstractAgent enemyAgent)
{
var myDeckName = TyDeckHeroPair.GetDeckListPrint(myDeck);
var enemyDeckName = TyDeckHeroPair.GetDeckListPrint(enemyDeck);
FileName = myDeckName + "Vs" + enemyDeckName + "_" + enemyAgent.GetType().Name;
while (File.Exists(FileName + ".txt"))
{
FileName += "0";
}
WriteGlobalToFile();
TyDebug.LogInfo(FileName);
TyDebug.LogInfo("Generations: " + numGenerations);
for (int step = 0; step < numGenerations; step++)
{
var startDate = DateTime.Now;
Train(_currentPopulation, myDeck, enemyDeck, enemyAgent);
var children = GiveBirth(SelectFittest(_currentPopulation), _random, step + 1);
Train(children, myDeck, enemyDeck, enemyAgent);
_currentPopulation = MixPopulations(_currentPopulation, children, step + 1);
Log("Generation " + (step));
LogPopulation(_currentPopulation);
var diff = DateTime.Now.Subtract(startDate);
Log("Generation took " + diff.Minutes + " min, " + diff.Seconds + " s");
WriteCurrentToFile(FileName + ".txt");
_csvLog.WriteToFiles(FileName);
}
}
private void PrintFinalResults(double time, int matches)
{
TyDebug.LogInfo("Result: " + _agent0.GetType().Name + ": " + ((float)_agent0Wins / (float)_totalPlays) * 100.0f + "% vs " + _agent1.GetType().Name + ": " + ((float)_agent1Wins / (float)_totalPlays) * 100.0f + "%. " + matches + " matches took " + time.ToString("0.000") + "s");
}
