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67 changes: 56 additions & 11 deletions rust/lance-tokenizer/src/icu.rs
Original file line number Diff line number Diff line change
Expand Up @@ -33,6 +33,40 @@ pub struct IcuTokenStream {
index: usize,
}

fn push_token(tokens: &mut Vec<Token>, text: &str, offset_from: usize, offset_to: usize) {
if offset_from == offset_to {
return;
}

let token_text = &text[offset_from..offset_to];
if token_text.chars().any(char::is_alphanumeric) {
tokens.push(Token {
offset_from,
offset_to,
position: tokens.len(),
text: token_text.to_owned(),
position_length: 1,
});
}
}

fn push_tokens_split_on_non_alphanumeric(
tokens: &mut Vec<Token>,
text: &str,
offset_from: usize,
offset_to: usize,
) {
let mut part_start = offset_from;
for (relative_offset, c) in text[offset_from..offset_to].char_indices() {
if !c.is_alphanumeric() {
let delimiter_offset = offset_from + relative_offset;
push_token(tokens, text, part_start, delimiter_offset);
part_start = delimiter_offset + c.len_utf8();
}
}
push_token(tokens, text, part_start, offset_to);
}

impl TokenStream for IcuTokenStream {
fn advance(&mut self) -> bool {
if self.index < self.tokens.len() {
Expand Down Expand Up @@ -63,16 +97,7 @@ impl Tokenizer for IcuTokenizer {
};

for offset_to in boundaries {
let token_text = &text[offset_from..offset_to];
if token_text.chars().any(char::is_alphanumeric) {
tokens.push(Token {
offset_from,
offset_to,
position: tokens.len(),
text: token_text.to_owned(),
position_length: 1,
});
}
push_tokens_split_on_non_alphanumeric(&mut tokens, text, offset_from, offset_to);
offset_from = offset_to;
}

Expand Down Expand Up @@ -121,7 +146,27 @@ mod tests {
.iter()
.map(|token| token.text.as_str())
.collect::<Vec<_>>(),
vec!["Mark'd", "ye", "his", "words"]
vec!["Mark", "d", "ye", "his", "words"]
);
}

#[test]
fn test_icu_tokenizer_splits_on_non_alphanumeric() {
let tokens = collect_tokens("foo_bar__baz-alpha.beta");

assert_eq!(
tokens
.iter()
.map(|token| token.text.as_str())
.collect::<Vec<_>>(),
vec!["foo", "bar", "baz", "alpha", "beta"]
);
assert_eq!(
tokens
.iter()
.map(|token| (token.offset_from, token.offset_to, token.position))
.collect::<Vec<_>>(),
vec![(0, 3, 0), (4, 7, 1), (9, 12, 2), (13, 18, 3), (19, 23, 4)]
);
}
}
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