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https://github.com/meilisearch/meilisearch.git
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feat: Simplify the Tokenizer to use the LinearStrGroupBy type
This commit is contained in:
Clément Renault
parent
5d5bcf7011
commit
a745819ddf
@ -1,7 +1,7 @@
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[package]
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name = "meilidb-tokenizer"
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version = "0.1.0"
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authors = ["Clément Renault <renault.cle@gmail.com>"]
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authors = ["Kerollmops <renault.cle@gmail.com>"]
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edition = "2018"
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[dependencies]
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@ -1,6 +1,5 @@
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use std::mem;
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use slice_group_by::LinearStrGroupBy;
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use self::Separator::*;
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use slice_group_by::StrGroupBy;
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use self::SeparatorCategory::*;
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pub fn is_cjk(c: char) -> bool {
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(c >= '\u{2e80}' && c <= '\u{2eff}') ||
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@ -14,208 +13,140 @@ pub fn is_cjk(c: char) -> bool {
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(c >= '\u{f900}' && c <= '\u{faff}')
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}
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#[derive(Debug, PartialEq, Eq)]
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#[derive(Debug, Copy, Clone, PartialEq, Eq)]
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enum SeparatorCategory {
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Soft,
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Hard,
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}
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impl SeparatorCategory {
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fn merge(self, other: SeparatorCategory) -> SeparatorCategory {
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if let (Soft, Soft) = (self, other) { Soft } else { Hard }
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}
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fn to_usize(self) -> usize {
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match self {
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Soft => 1,
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Hard => 8,
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}
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}
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}
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fn is_separator(c: char) -> bool {
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classify_separator(c).is_some()
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}
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fn classify_separator(c: char) -> Option<SeparatorCategory> {
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match c {
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' ' | '\'' | '"' => Some(Soft),
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'.' | ';' | ',' | '!' | '?' | '-' | '(' | ')' => Some(Hard),
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_ => None,
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}
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}
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#[derive(Debug, Copy, Clone, PartialEq, Eq)]
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enum CharCategory {
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Space,
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Separator(SeparatorCategory),
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Cjk,
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Other,
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}
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fn classify_char(c: char) -> CharCategory {
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if c.is_whitespace() { CharCategory::Space }
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else if is_cjk(c) { CharCategory::Cjk }
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else { CharCategory::Other }
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if let Some(category) = classify_separator(c) {
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CharCategory::Separator(category)
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} else if is_cjk(c) {
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CharCategory::Cjk
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} else {
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CharCategory::Other
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}
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}
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fn is_word(s: &&str) -> bool {
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!s.chars().any(char::is_whitespace)
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fn is_str_word(s: &str) -> bool {
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!s.chars().any(is_separator)
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}
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fn same_group_category(a: char, b: char) -> bool {
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let ca = classify_char(a);
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let cb = classify_char(b);
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if ca == CharCategory::Cjk || cb == CharCategory::Cjk { false } else { ca == cb }
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match (classify_char(a), classify_char(b)) {
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(CharCategory::Cjk, _) | (_, CharCategory::Cjk) => false,
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(CharCategory::Separator(_), CharCategory::Separator(_)) => true,
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(a, b) => a == b,
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}
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}
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// fold the number of chars along with the index position
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fn chars_count_index((n, _): (usize, usize), (i, c): (usize, char)) -> (usize, usize) {
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(n + 1, i + c.len_utf8())
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}
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pub fn split_query_string(query: &str) -> impl Iterator<Item=&str> {
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LinearStrGroupBy::new(query, same_group_category).filter(is_word)
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Tokenizer::new(query).map(|t| t.word)
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}
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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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#[derive(Debug, Copy, Clone, 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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inner: &'a str,
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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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// skip every separator and set `char_index`
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// to the number of char trimmed
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let (count, index) = string.char_indices()
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.take_while(|(_, c)| is_separator(*c))
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.fold((0, 0), chars_count_index);
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Tokenizer {
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inner: &string[index..],
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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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char_index: count,
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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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let mut iter = self.inner.linear_group_by(same_group_category).peekable();
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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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while let (Some(string), next_string) = (iter.next(), iter.peek()) {
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let (count, index) = string.char_indices().fold((0, 0), chars_count_index);
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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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if !is_str_word(string) {
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self.word_index += string.chars()
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.filter_map(classify_separator)
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.fold(Soft, |a, x| a.merge(x))
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.to_usize();
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self.char_index += count;
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self.inner = &self.inner[index..];
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continue;
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}
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distance = Some(distance.map_or(sep, |s| s.add(sep)));
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},
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None => {
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// if this is a Chinese, a Japanese or a Korean character
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// See <http://unicode-table.com>
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if is_cjk(c) {
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match start_word {
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Some(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: string,
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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.word_index += 1;
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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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None => {
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let (prefix, tail) = self.inner.split_at(i + c.len_utf8());
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let (spaces, word) = prefix.split_at(i);
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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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if tail.chars().next().and_then(detect_separator).is_none() {
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if next_string.filter(|s| is_str_word(s)).is_some() {
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self.word_index += 1;
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}
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self.char_index += 1;
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return Some(token)
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}
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}
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}
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if start_word.is_none() { start_word = Some(i) }
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},
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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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self.char_index += count;
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self.inner = &self.inner[index..];
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return Some(token);
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}
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self.inner = "";
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None
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}
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}
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