package normalization import ( "strings" "unicode" ) // SimpleTokenEstimator provides a basic deterministic token estimation. // This is a placeholder that can be replaced with a more sophisticated estimator later. type SimpleTokenEstimator struct{} // EstimateTokens provides a rough estimate of the number of tokens in the given text. // This implementation uses a simple heuristic: count words and punctuation as tokens. func (e *SimpleTokenEstimator) EstimateTokens(text string) int { if text == "" { return 0 } // Simple heuristic: split on whitespace and count non-empty segments words := strings.Fields(text) tokenCount := len(words) // Add some estimate for punctuation that might be separate tokens punctuationCount := 0 for _, r := range text { if unicode.IsPunct(r) && r != '\'' && r != '-' && r != '_' { punctuationCount++ } } // Rough estimate: each word is a token, plus half the punctuation as separate tokens return tokenCount + (punctuationCount / 2) }