public static StringMarkov LearnFrom(string fileName)
{
StringMarkov markov = new StringMarkov(1);
string[] markovTraining = System.IO.File.ReadAllLines(TestHelper.GetResourceContentPath(fileName));
Dictionary <string, StringMarkov.Unigram> unigrams = new Dictionary <string, StringMarkov.Unigram>();
// Read all lines, and seperate words.
// Put words in s_Words. Word get's added to previous word (if any), and is counted.
foreach (var l in markovTraining)
{
string[] words = GetWords(l);
StringMarkov.Unigram last = null, now = null;
foreach (var word in words)
{
now = null;
if (last == null)
{
bool didNew;
now = markov.FindOrNew(word, out didNew);
if (didNew)
{
unigrams.Add(word, now);
}
}
if (now == null && unigrams.TryGetValue(word, out now) == false)
{
now = new StringMarkov.Unigram(word);
unigrams.Add(word, now);
}
if (last != null)
{
last.Add(now);
}
now.frequency++;
last = now;
}
if (last != null)
{
last.Add(markov.Terminator);
}
}
return(markov);
}
public StringMarkovFingerprint(StringMarkov markov)
{
terminator = markov.Terminator;
unigrams = new HashSet <StringMarkov.Unigram>(markov.starts.Count * 4);
foreach (var unigram in markov.starts)
{
if (unigrams.Contains(unigram) == false)
{
unigrams.Add(unigram);
}
foreach (var next in unigram.weights)
{
if (unigrams.Contains(next.Key) == false)
{
unigrams.Add(next.Key);
}
}
}
}