mirror of
https://github.com/meilisearch/meilisearch.git
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5070b27728
Interpreting them as hard ponctuation (like a dot).
190 lines
6.0 KiB
Rust
190 lines
6.0 KiB
Rust
use std::mem;
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use self::Separator::*;
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pub trait TokenizerBuilder {
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fn build<'a>(&self, text: &'a str) -> Box<Iterator<Item=Token<'a>> + 'a>;
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}
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pub struct DefaultBuilder;
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impl DefaultBuilder {
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pub fn new() -> DefaultBuilder {
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DefaultBuilder
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}
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}
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#[derive(Debug, PartialEq, Eq)]
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pub struct Token<'a> {
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pub word: &'a str,
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pub word_index: usize,
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pub char_index: usize,
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}
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impl TokenizerBuilder for DefaultBuilder {
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fn build<'a>(&self, text: &'a str) -> Box<Iterator<Item=Token<'a>> + 'a> {
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Box::new(Tokenizer::new(text))
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}
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}
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pub struct Tokenizer<'a> {
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word_index: usize,
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char_index: usize,
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inner: &'a str,
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}
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impl<'a> Tokenizer<'a> {
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pub fn new(string: &str) -> Tokenizer {
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let mut char_advance = 0;
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let mut index_advance = 0;
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for (n, (i, c)) in string.char_indices().enumerate() {
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char_advance = n;
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index_advance = i;
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if detect_separator(c).is_none() { break }
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}
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Tokenizer {
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word_index: 0,
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char_index: char_advance,
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inner: &string[index_advance..],
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}
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}
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}
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#[derive(Debug, Clone, Copy)]
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enum Separator {
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Short,
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Long,
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}
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impl Separator {
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fn add(self, add: Separator) -> Separator {
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match (self, add) {
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(_, Long) => Long,
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(Short, Short) => Short,
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(Long, Short) => Long,
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}
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}
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fn to_usize(self) -> usize {
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match self {
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Short => 1,
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Long => 8,
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}
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}
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}
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fn detect_separator(c: char) -> Option<Separator> {
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match c {
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'.' | ';' | ',' | '!' | '?' | '-' | '(' | ')' => Some(Long),
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' ' | '\'' | '"' => Some(Short),
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_ => None,
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}
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}
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impl<'a> Iterator for Tokenizer<'a> {
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type Item = Token<'a>;
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fn next(&mut self) -> Option<Self::Item> {
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let mut start_word = None;
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let mut distance = None;
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for (i, c) in self.inner.char_indices() {
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match detect_separator(c) {
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Some(sep) => {
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if let Some(start_word) = start_word {
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let (prefix, tail) = self.inner.split_at(i);
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let (spaces, word) = prefix.split_at(start_word);
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self.inner = tail;
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self.char_index += spaces.chars().count();
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self.word_index += distance.map(Separator::to_usize).unwrap_or(0);
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let token = Token {
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word: word,
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word_index: self.word_index,
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char_index: self.char_index,
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};
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self.char_index += word.chars().count();
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return Some(token)
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}
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distance.replace(distance.map_or(sep, |s| s.add(sep)));
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},
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None => { start_word.get_or_insert(i); },
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}
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}
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if let Some(start_word) = start_word {
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let prefix = mem::replace(&mut self.inner, "");
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let (spaces, word) = prefix.split_at(start_word);
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let token = Token {
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word: word,
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word_index: self.word_index + distance.map(Separator::to_usize).unwrap_or(0),
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char_index: self.char_index + spaces.chars().count(),
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};
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return Some(token)
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}
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None
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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#[test]
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fn easy() {
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let mut tokenizer = Tokenizer::new("salut");
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assert_eq!(tokenizer.next(), Some(Token { word: "salut", word_index: 0, char_index: 0 }));
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assert_eq!(tokenizer.next(), None);
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let mut tokenizer = Tokenizer::new("yo ");
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assert_eq!(tokenizer.next(), Some(Token { word: "yo", word_index: 0, char_index: 0 }));
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assert_eq!(tokenizer.next(), None);
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}
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#[test]
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fn hard() {
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let mut tokenizer = Tokenizer::new(" .? yo lolo. aïe (ouch)");
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assert_eq!(tokenizer.next(), Some(Token { word: "yo", word_index: 0, char_index: 4 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "lolo", word_index: 1, char_index: 7 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "aïe", word_index: 9, char_index: 13 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "ouch", word_index: 17, char_index: 18 }));
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assert_eq!(tokenizer.next(), None);
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let mut tokenizer = Tokenizer::new("yo ! lolo ? wtf - lol . aïe ,");
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assert_eq!(tokenizer.next(), Some(Token { word: "yo", word_index: 0, char_index: 0 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "lolo", word_index: 8, char_index: 5 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "wtf", word_index: 16, char_index: 12 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "lol", word_index: 24, char_index: 18 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "aïe", word_index: 32, char_index: 24 }));
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assert_eq!(tokenizer.next(), None);
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}
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#[test]
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fn hard_long_chars() {
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let mut tokenizer = Tokenizer::new(" .? yo 😂. aïe");
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assert_eq!(tokenizer.next(), Some(Token { word: "yo", word_index: 0, char_index: 4 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "😂", word_index: 1, char_index: 7 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "aïe", word_index: 9, char_index: 10 }));
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assert_eq!(tokenizer.next(), None);
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let mut tokenizer = Tokenizer::new("yo ! lolo ? 😱 - lol . 😣 ,");
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assert_eq!(tokenizer.next(), Some(Token { word: "yo", word_index: 0, char_index: 0 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "lolo", word_index: 8, char_index: 5 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "😱", word_index: 16, char_index: 12 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "lol", word_index: 24, char_index: 16 }));
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assert_eq!(tokenizer.next(), Some(Token { word: "😣", word_index: 32, char_index: 22 }));
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assert_eq!(tokenizer.next(), None);
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}
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}
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