mako 0.3.0

Mako is the main Sidekick AI data processing library
Documentation 
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use crate::tokenization::hf_tokenizers::tokenizer::{PreTokenizedString, PreTokenizer, Result, SplitDelimiterBehavior};
use unicode_categories::UnicodeCategories;

fn is_punc(x: char) -> bool {
    char::is_ascii_punctuation(&x) || x.is_punctuation()
}

#[derive(Copy, Clone, Debug)]
pub struct Punctuation;
impl_serde_unit_struct!(PunctuationVisitor, Punctuation);

impl PreTokenizer for Punctuation {
    fn pre_tokenize(&self, pretokenized: &mut PreTokenizedString) -> Result<()> {
        pretokenized.split(|_, s| s.split(is_punc, SplitDelimiterBehavior::Isolated))
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use crate::tokenization::hf_tokenizers::{OffsetReferential, OffsetType};

    #[test]
    fn punctuation_basic() {
        let pretok = Punctuation;
        let mut pretokenized: PreTokenizedString = "Hey friend!     How are you?!?".into();
        pretok.pre_tokenize(&mut pretokenized).unwrap();
        assert_eq!(
            pretokenized
                .get_splits(OffsetReferential::Original, OffsetType::Byte)
                .into_iter()
                .map(|(s, o, _)| (s, o))
                .collect::<Vec<_>>(),
            vec![
                ("Hey friend", (0, 10)),
                ("!", (10, 11)),
                ("     How are you", (11, 27)),
                ("?", (27, 28)),
                ("!", (28, 29)),
                ("?", (29, 30)),
            ]
        );
    }
}