static void Main(string[] args)
{
const string LEFT_SOURCE = "../../../clean_out/mkv/left/";
const string LEFT_SOURCE_CMP = "../../../clean_out/mkv/left/take/";
const string RIGHT_SOURCE = "../../../clean_out/mkv/right/";
const string RIGHT_SOURCE_CMP = "../../../clean_out/mkv/right/take/";
const string CENTER_SOURCE = "../../../clean_out/tmkv/";
const string CTRL_SOURCE = "../../../clean_out/mkv/ctrl/";
int MAX_NUMF = Math.Min(Directory.GetFiles(LEFT_SOURCE_CMP).Count(), Directory.GetFiles(RIGHT_SOURCE_CMP).Count());
List <string> CSVHeaders = new List <string>()
{
"name", "expected"
};
Dictionary <string, List <string> > CSVContent = new Dictionary <string, List <string> >();
for (var use_source_count = 1; use_source_count <= MAX_NUMF; use_source_count++)
{
CSVHeaders.Add(use_source_count + "");
Dictionary <string, double> SourceFiles = new Dictionary <string, double>();
int knowFail = 0;
foreach (var InputBrain in Directory.GetFiles(CENTER_SOURCE).Union(Directory.GetFiles(LEFT_SOURCE)).Union(Directory.GetFiles(RIGHT_SOURCE)))
{
SourceFiles.Clear();
foreach (string file in Directory.GetFiles(LEFT_SOURCE_CMP).Where(file => Path.GetFileName(file) != Path.GetFileName(InputBrain)).Take(use_source_count))
{
SourceFiles.Add(file, 1);
}
foreach (string file in Directory.GetFiles(RIGHT_SOURCE_CMP).Where(file => Path.GetFileName(file) != Path.GetFileName(InputBrain)).Take(use_source_count))
{
SourceFiles.Add(file, -1);
}
MarkovChain ControlChain = null;
MarkovChain[] SubControls = null;
foreach (string file in Directory.GetFiles(CTRL_SOURCE))
{
using (StreamReader reader = new StreamReader(new FileStream(file, FileMode.Open)))
{
if (ControlChain == null)
{
ControlChain = MarkovChain.ReadFromStream(reader);
}
else
{
ControlChain.Extend(MarkovChain.ReadFromStream(reader));
}
}
}
if (ControlChain != null)
{
SubControls = ControlChain.BuildSubChains().ToArray();
}
MarkovChain chain = null;
using (StreamReader reader = new StreamReader(new FileStream(InputBrain, FileMode.Open)))
{
chain = MarkovChain.ReadFromStream(reader);
}
double total = 0;
MarkovChain Positive = null;
MarkovChain Negitive = null;
List <Tuple <double, MarkovChain, string> > PositiveSources = new List <Tuple <double, MarkovChain, string> >();
List <Tuple <double, MarkovChain, string> > NegitiveSources = new List <Tuple <double, MarkovChain, string> >();
foreach (var kvpair in SourceFiles)
{
using (StreamReader read = new StreamReader(new FileStream(kvpair.Key, FileMode.Open)))
{
var learnChain = MarkovChain.ReadFromStream(read);
if (kvpair.Value > 0)
{
if (Positive == null)
{
Positive = learnChain;
}
else
{
Positive.Extend(learnChain);
}
}
else
{
if (Negitive == null)
{
Negitive = learnChain;
}
else
{
Negitive.Extend(learnChain);
}
}
}
}
PositiveSources.Add(new Tuple <double, MarkovChain, string>(10, /*MarkovChain.Exclusion(Positive, ControlChain)*/ Positive, $"POS(MAIN)"));
var running = 10 - (10.00 / Positive.MaxChainLength);
int sub = 0;
foreach (var subchain in Positive.BuildSubChains())
{
PositiveSources.Add(new Tuple <double, MarkovChain, string>(running, /*MarkovChain.Exclusion(subchain, SubControls[sub])*/ subchain, $"POS({sub++})"));
running -= (10.00 / Positive.MaxChainLength);
}
NegitiveSources.Add(new Tuple <double, MarkovChain, string>(10, /*MarkovChain.Exclusion(Negitive, ControlChain)*/ Negitive, $"NEG(MAIN)"));
running = 10 - (10.00 / Negitive.MaxChainLength);
sub = 0;
foreach (var subchain in Negitive.BuildSubChains())
{
NegitiveSources.Add(new Tuple <double, MarkovChain, string>(running, /*MarkovChain.Exclusion(subchain, SubControls[sub])*/ subchain, $"NEG({sub++})"));
running -= (10.00 / Negitive.MaxChainLength);
}
/*
* foreach (var kvpair in SourceFiles)
* {
* using (StreamReader read = new StreamReader(new FileStream(kvpair.Key, FileMode.Open)))
* {
* if (kvpair.Value > 0)
* {
* var learnChain = MarkovChain.ReadFromStream(read);
* PositiveSources.Add(new Tuple<double, MarkovChain, string>(kvpair.Value, learnChain, kvpair.Key));
* var running = kvpair.Value - (1.00 / learnChain.MaxChainLength);
* int sub = 0;
* foreach(var subchain in learnChain.BuildSubChains())
* {
* PositiveSources.Add(new Tuple<double, MarkovChain, string>(running, learnChain, kvpair.Key + $"(({sub++}))"));
* running -= (1.00 / learnChain.MaxChainLength);
* }
* }
* else
* {
* var learnChain = MarkovChain.ReadFromStream(read);
* NegitiveSources.Add(new Tuple<double, MarkovChain, string>(-kvpair.Value, learnChain, kvpair.Key));
* var running = kvpair.Value + (1.00 / learnChain.MaxChainLength);
* int sub = 0;
* foreach (var subchain in learnChain.BuildSubChains())
* {
* NegitiveSources.Add(new Tuple<double, MarkovChain, string>(-running, learnChain, kvpair.Key + $"(({sub++}))"));
* running += (1.00 / learnChain.MaxChainLength);
* }
* }
* }
* }
*/
total += PositiveSources.Sum(SourceTuple =>
{
var perc = MarkovChain.PercentageMatch(chain, SourceTuple.Item2);
// Console.WriteLine(SourceTuple.Item3 + ": " + Math.Round(perc * 100, 2));
return(SourceTuple.Item1 * perc);
}) / PositiveSources.Sum(tuple => tuple.Item1);
total -= NegitiveSources.Sum(SourceTuple =>
{
var perc = MarkovChain.PercentageMatch(chain, SourceTuple.Item2);
//Console.WriteLine(SourceTuple.Item3 + ": " + Math.Round(perc * 100, 2));
return(SourceTuple.Item1 * perc);
}) / NegitiveSources.Sum(tuple => tuple.Item1);
var name = Path.GetFileNameWithoutExtension(InputBrain);
if (CSVContent.ContainsKey(name))
{
CSVContent[name].Add(total * 100 + "");
}
else
{
CSVContent.Add(name, new List <string>()
{
name, (InputBrain.Contains("left") ? "LEFT" : (InputBrain.Contains("right") ? "RIGHT" : "?"))
});
}
Console.WriteLine((InputBrain.Contains("left") ? "L " : (InputBrain.Contains("right") ? "R " : " ")) + Path.GetFileName(InputBrain));
if ((InputBrain.Contains("left") && total < 0) || (InputBrain.Contains("right") && total > 0))
{
knowFail++;
}
if (Math.Abs(total * 100) < .01)
{
Console.Out.WriteLine(" TOTAL PERCENTAGE: ~ CENTER");
}
else
{
Console.Out.WriteLine(" TOTAL PERCENTAGE: %" + Math.Round(Math.Abs(total) * 100, 4) + " " + (total > 0 ? "LEFT" : "RIGHT"));
}
}
using (StreamWriter writer = new StreamWriter(new FileStream("OUT.csv", FileMode.Create)))
{
writer.WriteLine(string.Join(",", CSVHeaders));
foreach (var v in CSVContent.Values)
{
writer.WriteLine(string.Join(",", v));
}
}
// Trim last comma
Console.Out.WriteLine("\nFAIL: " + knowFail);
}
// Trim last comma
Console.WriteLine("Done!");
Console.ReadLine();
}