public List <Token> Tokenize(string sentence, TokenizationOptions options)
{
_regex = new Regex(options.Pattern);
var matches = _regex.Matches(sentence).Cast <Match>().ToArray();
options.IsGap = new string[] { WHITE_SPACE, BLANK_LINE }.Contains(options.Pattern);
if (options.IsGap)
{
int pos = 0;
var tokens = new Token[matches.Length + 1];
for (int span = 0; span <= matches.Length; span++)
{
var token = new Token
{
Text = (span == matches.Length) ? sentence.Substring(pos) : sentence.Substring(pos, matches[span].Index - pos),
Start = pos
};
token.Text = token.Text.Trim();
tokens[span] = token;
if (span < matches.Length)
{
pos = matches[span].Index + 1;
}
}
return(tokens.ToList());
}
else
{
return(matches.Select(x => new Token
{
Text = x.Value,
Start = x.Index
}).ToList());
}
}
public List <Token> Tokenize(string sentence, TokenizationOptions options)
{
string text = sentence;
// starting quoting replace
STARTING_QUOTES.ForEach(x =>
{
text = Regex.Replace(text, x.Item1, x.Item2);
});
// replace PUNCTUATION
PUNCTUATION.ForEach(x =>
{
text = Regex.Replace(text, x.Item1, x.Item2);
});
// Handles parentheses.
PARENS_BRACKETS.ForEach(x =>
{
text = Regex.Replace(text, x.Item1, x.Item2);
});
// convert parentheses
if (options.ConvertParentheses)
{
CONVERT_PARENTHESES.ForEach(x =>
{
text = Regex.Replace(text, x.Item1, x.Item2);
});
}
// Handles repeated dash.
text = Regex.Replace(text, "(-{2,})", " $1 ").Trim();
// replace ending quotes
ENDING_QUOTES.ForEach(x =>
{
text = Regex.Replace(text, x.Item1, x.Item2);
});
// replace ending quotes
CONVENTIONS.ForEach(x =>
{
text = Regex.Replace(text, x.Item1, x.Item2);
});
// remove duplicated spaces
text = Regex.Replace(text, "\\s+", " ") + " ";
// split
int pos = 0;
var tokens = Regex.Matches(text, "\\s")
.Cast <Match>()
.Select(x => {
var token = new Token
{
Start = pos,
Text = text.Substring(pos, x.Index - pos)
};
pos = x.Index + 1;
return(token);
}).ToList();
// correct token position
CorrectTokenPosition(sentence, tokens);
return(tokens);
}
public TokenizerFactory(TokenizationOptions options, SupportedLanguage lang)
{
_lang = lang;
_options = options;
}
public List <Token> Tokenize(string sentence, TokenizationOptions options)
{
string pattern = options.Pattern;
if (options.SpecialWords != null)
{
options.SpecialWords.ForEach(r =>
{
sentence = Regex.Replace(sentence, r, " " + r);
});
pattern = String.Join("|", options.SpecialWords) + "|" + pattern;
}
_regex = new Regex(pattern);
var matches = _regex.Matches(sentence).Cast <Match>().ToArray();
options.IsGap = new string[] { WHITE_SPACE, BLANK_LINE }.Contains(pattern);
if (options.IsGap)
{
int pos = 0;
var tokens = new Token[matches.Length + 1];
for (int span = 0; span <= matches.Length; span++)
{
var token = new Token
{
Text = (span == matches.Length) ? sentence.Substring(pos) : sentence.Substring(pos, matches[span].Index - pos),
Start = pos
};
token.Text = token.Text.Trim();
tokens[span] = token;
if (span < matches.Length)
{
pos = matches[span].Index + 1;
}
}
return(tokens.ToList());
}
else
{
var m = matches.Select(x => new Token
{
Text = x.Value,
Start = x.Index
}).ToList();
if (options.SpecialWords != null)
{
int offset = 0;
m.ForEach(t =>
{
if (options.SpecialWords.Contains(t.Text))
{
offset++;
}
t.Start = t.Start - offset;
});
}
return(m);
}
}