MeiliSearch/src/tokenizer/mod.rs

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use std::mem;
use self::Separator::*;
pub trait TokenizerBuilder {
fn build<'a>(&self, text: &'a str) -> Box<Iterator<Item=Token<'a>> + 'a>;
}
pub struct DefaultBuilder;
impl DefaultBuilder {
pub fn new() -> DefaultBuilder {
DefaultBuilder
}
}
#[derive(Debug, PartialEq, Eq)]
pub struct Token<'a> {
pub word: &'a str,
pub word_index: usize,
pub char_index: usize,
}
impl TokenizerBuilder for DefaultBuilder {
fn build<'a>(&self, text: &'a str) -> Box<Iterator<Item=Token<'a>> + 'a> {
Box::new(Tokenizer::new(text))
}
}
pub struct Tokenizer<'a> {
word_index: usize,
char_index: usize,
inner: &'a str,
}
impl<'a> Tokenizer<'a> {
pub fn new(string: &str) -> Tokenizer {
let mut char_advance = 0;
let mut index_advance = 0;
for (n, (i, c)) in string.char_indices().enumerate() {
char_advance = n;
index_advance = i;
if detect_separator(c).is_none() { break }
}
Tokenizer {
word_index: 0,
char_index: char_advance,
inner: &string[index_advance..],
}
}
}
#[derive(Debug, Clone, Copy)]
enum Separator {
Short,
Long,
}
impl Separator {
fn add(self, add: Separator) -> Separator {
match (self, add) {
(_, Long) => Long,
(Short, Short) => Short,
(Long, Short) => Long,
}
}
fn to_usize(self) -> usize {
match self {
Short => 1,
Long => 8,
}
}
}
fn detect_separator(c: char) -> Option<Separator> {
match c {
'.' | ';' | ',' | '!' | '?' | '-' => Some(Long),
' ' | '\'' | '"' => Some(Short),
_ => None,
}
}
impl<'a> Iterator for Tokenizer<'a> {
type Item = Token<'a>;
fn next(&mut self) -> Option<Self::Item> {
let mut start_word = None;
let mut distance = None;
for (i, c) in self.inner.char_indices() {
match detect_separator(c) {
Some(sep) => {
if let Some(start_word) = start_word {
let (prefix, tail) = self.inner.split_at(i);
let (spaces, word) = prefix.split_at(start_word);
self.inner = tail;
self.char_index += spaces.len();
self.word_index += distance.map(Separator::to_usize).unwrap_or(0);
let token = Token {
word: word,
word_index: self.word_index,
char_index: self.char_index,
};
self.char_index += word.len();
return Some(token)
}
distance.replace(distance.map_or(sep, |s| s.add(sep)));
},
None => { start_word.get_or_insert(i); },
}
}
if let Some(start_word) = start_word {
let prefix = mem::replace(&mut self.inner, "");
let (spaces, word) = prefix.split_at(start_word);
let token = Token {
word: word,
word_index: self.word_index + distance.map(Separator::to_usize).unwrap_or(0),
char_index: self.char_index + spaces.len(),
};
return Some(token)
}
None
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn easy() {
let mut tokenizer = Tokenizer::new("salut");
assert_eq!(tokenizer.next(), Some(Token { word: "salut", word_index: 0, char_index: 0 }));
assert_eq!(tokenizer.next(), None);
let mut tokenizer = Tokenizer::new("yo ");
assert_eq!(tokenizer.next(), Some(Token { word: "yo", word_index: 0, char_index: 0 }));
assert_eq!(tokenizer.next(), None);
}
#[test]
fn hard() {
let mut tokenizer = Tokenizer::new(" .? yo lolo. aïe");
assert_eq!(tokenizer.next(), Some(Token { word: "yo", word_index: 0, char_index: 4 }));
assert_eq!(tokenizer.next(), Some(Token { word: "lolo", word_index: 1, char_index: 7 }));
assert_eq!(tokenizer.next(), Some(Token { word: "aïe", word_index: 9, char_index: 13 }));
assert_eq!(tokenizer.next(), None);
let mut tokenizer = Tokenizer::new("yo ! lolo ? wtf - lol . aïe ,");
assert_eq!(tokenizer.next(), Some(Token { word: "yo", word_index: 0, char_index: 0 }));
assert_eq!(tokenizer.next(), Some(Token { word: "lolo", word_index: 8, char_index: 5 }));
assert_eq!(tokenizer.next(), Some(Token { word: "wtf", word_index: 16, char_index: 12 }));
assert_eq!(tokenizer.next(), Some(Token { word: "lol", word_index: 24, char_index: 18 }));
assert_eq!(tokenizer.next(), Some(Token { word: "aïe", word_index: 32, char_index: 24 }));
assert_eq!(tokenizer.next(), None);
}
#[test]
fn hard_long_chars() {
let mut tokenizer = Tokenizer::new(" .? yo 😂. aïe");
assert_eq!(tokenizer.next(), Some(Token { word: "yo", word_index: 0, char_index: 4 }));
assert_eq!(tokenizer.next(), Some(Token { word: "😂", word_index: 1, char_index: 7 }));
assert_eq!(tokenizer.next(), Some(Token { word: "aïe", word_index: 9, char_index: 13 }));
assert_eq!(tokenizer.next(), None);
let mut tokenizer = Tokenizer::new("yo ! lolo ? 😱 - lol . 😣 ,");
assert_eq!(tokenizer.next(), Some(Token { word: "yo", word_index: 0, char_index: 0 }));
assert_eq!(tokenizer.next(), Some(Token { word: "lolo", word_index: 8, char_index: 5 }));
assert_eq!(tokenizer.next(), Some(Token { word: "😱", word_index: 16, char_index: 12 }));
assert_eq!(tokenizer.next(), Some(Token { word: "lol", word_index: 24, char_index: 19 }));
assert_eq!(tokenizer.next(), Some(Token { word: "😣", word_index: 32, char_index: 25 }));
assert_eq!(tokenizer.next(), None);
}
}