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Merge #4928
4928: Make matches consider phrases as a single `Match` r=ManyTheFish a=flevi29 # Pull Request ## Related issue Fixes #4732 ## PR checklist Please check if your PR fulfills the following requirements: - [x] Does this PR fix an existing issue, or have you listed the changes applied in the PR description (and why they are needed)? - [x] Have you read the contributing guidelines? - [x] Have you made sure that the title is accurate and descriptive of the changes? Thank you so much for contributing to Meilisearch! Co-authored-by: F. Levi <55688616+flevi29@users.noreply.github.com>
This commit is contained in:
commit
0507f5d99b
139
crates/milli/src/search/new/matches/best_match_interval.rs
Normal file
139
crates/milli/src/search/new/matches/best_match_interval.rs
Normal file
@ -0,0 +1,139 @@
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use super::matching_words::WordId;
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use super::{Match, MatchPosition};
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struct MatchIntervalWithScore {
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interval: [usize; 2],
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score: [i16; 3],
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}
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// count score for phrases
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fn tally_phrase_scores(fwp: &usize, lwp: &usize, order_score: &mut i16, distance_score: &mut i16) {
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let words_in_phrase_minus_one = (lwp - fwp) as i16;
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// will always be ordered, so +1 for each space between words
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*order_score += words_in_phrase_minus_one;
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// distance will always be 1, so -1 for each space between words
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*distance_score -= words_in_phrase_minus_one;
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}
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/// Compute the score of a match interval:
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/// 1) count unique matches
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/// 2) calculate distance between matches
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/// 3) count ordered matches
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fn get_interval_score(matches: &[Match]) -> [i16; 3] {
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let mut ids: Vec<WordId> = Vec::with_capacity(matches.len());
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let mut order_score = 0;
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let mut distance_score = 0;
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let mut iter = matches.iter().peekable();
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while let Some(m) = iter.next() {
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if let Some(next_match) = iter.peek() {
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// if matches are ordered
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if next_match.ids.iter().min() > m.ids.iter().min() {
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order_score += 1;
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}
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let m_last_word_pos = match m.position {
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MatchPosition::Word { word_position, .. } => word_position,
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MatchPosition::Phrase { word_positions: [fwp, lwp], .. } => {
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tally_phrase_scores(&fwp, &lwp, &mut order_score, &mut distance_score);
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lwp
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}
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};
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let next_match_first_word_pos = next_match.get_first_word_pos();
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// compute distance between matches
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distance_score -= (next_match_first_word_pos - m_last_word_pos).min(7) as i16;
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} else if let MatchPosition::Phrase { word_positions: [fwp, lwp], .. } = m.position {
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// in case last match is a phrase, count score for its words
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tally_phrase_scores(&fwp, &lwp, &mut order_score, &mut distance_score);
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}
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ids.extend(m.ids.iter());
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}
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ids.sort_unstable();
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ids.dedup();
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let uniq_score = ids.len() as i16;
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// rank by unique match count, then by distance between matches, then by ordered match count.
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[uniq_score, distance_score, order_score]
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}
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/// Returns the first and last match where the score computed by match_interval_score is the best.
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pub fn find_best_match_interval(matches: &[Match], crop_size: usize) -> [&Match; 2] {
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if matches.is_empty() {
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panic!("`matches` should not be empty at this point");
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}
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// positions of the first and the last match of the best matches interval in `matches`.
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let mut best_interval: Option<MatchIntervalWithScore> = None;
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let mut save_best_interval = |interval_first, interval_last| {
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let interval_score = get_interval_score(&matches[interval_first..=interval_last]);
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let is_interval_score_better = &best_interval
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.as_ref()
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.map_or(true, |MatchIntervalWithScore { score, .. }| interval_score > *score);
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if *is_interval_score_better {
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best_interval = Some(MatchIntervalWithScore {
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interval: [interval_first, interval_last],
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score: interval_score,
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});
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}
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};
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// we compute the matches interval if we have at least 2 matches.
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// current interval positions.
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let mut interval_first = 0;
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let mut interval_first_match_first_word_pos = matches[interval_first].get_first_word_pos();
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for (index, next_match) in matches.iter().enumerate() {
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// if next match would make interval gross more than crop_size,
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// we compare the current interval with the best one,
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// then we increase `interval_first` until next match can be added.
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let next_match_last_word_pos = next_match.get_last_word_pos();
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// if the next match would mean that we pass the crop size window,
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// we take the last valid match, that didn't pass this boundry, which is `index` - 1,
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// and calculate a score for it, and check if it's better than our best so far
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if next_match_last_word_pos - interval_first_match_first_word_pos >= crop_size {
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// if index is 0 there is no last viable match
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if index != 0 {
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let interval_last = index - 1;
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// keep interval if it's the best
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save_best_interval(interval_first, interval_last);
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}
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// advance start of the interval while interval is longer than crop_size.
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loop {
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interval_first += 1;
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if interval_first == matches.len() {
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interval_first -= 1;
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break;
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}
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interval_first_match_first_word_pos = matches[interval_first].get_first_word_pos();
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if interval_first_match_first_word_pos > next_match_last_word_pos
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|| next_match_last_word_pos - interval_first_match_first_word_pos < crop_size
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{
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break;
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}
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}
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}
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}
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// compute the last interval score and compare it to the best one.
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let interval_last = matches.len() - 1;
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// if it's the last match with itself, we need to make sure it's
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// not a phrase longer than the crop window
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if interval_first != interval_last || matches[interval_first].get_word_count() < crop_size {
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save_best_interval(interval_first, interval_last);
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}
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// if none of the matches fit the criteria above, default to the first one
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best_interval.map_or(
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[&matches[0], &matches[0]],
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|MatchIntervalWithScore { interval: [first, last], .. }| [&matches[first], &matches[last]],
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)
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}
|
62
crates/milli/src/search/new/matches/match.rs
Normal file
62
crates/milli/src/search/new/matches/match.rs
Normal file
@ -0,0 +1,62 @@
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use super::matching_words::WordId;
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#[derive(Clone, Debug)]
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pub enum MatchPosition {
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Word {
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// position of the word in the whole text.
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word_position: usize,
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// position of the token in the whole text.
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token_position: usize,
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},
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Phrase {
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// position of the first and last word in the phrase in the whole text.
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word_positions: [usize; 2],
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// position of the first and last token in the phrase in the whole text.
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token_positions: [usize; 2],
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},
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}
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#[derive(Clone, Debug)]
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pub struct Match {
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pub char_count: usize,
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// ids of the query words that matches.
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pub ids: Vec<WordId>,
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pub position: MatchPosition,
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}
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impl Match {
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pub(super) fn get_first_word_pos(&self) -> usize {
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match self.position {
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MatchPosition::Word { word_position, .. } => word_position,
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MatchPosition::Phrase { word_positions: [fwp, _], .. } => fwp,
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}
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}
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pub(super) fn get_last_word_pos(&self) -> usize {
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match self.position {
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MatchPosition::Word { word_position, .. } => word_position,
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MatchPosition::Phrase { word_positions: [_, lwp], .. } => lwp,
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}
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}
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pub(super) fn get_first_token_pos(&self) -> usize {
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match self.position {
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MatchPosition::Word { token_position, .. } => token_position,
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MatchPosition::Phrase { token_positions: [ftp, _], .. } => ftp,
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}
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}
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pub(super) fn get_last_token_pos(&self) -> usize {
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match self.position {
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MatchPosition::Word { token_position, .. } => token_position,
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MatchPosition::Phrase { token_positions: [_, ltp], .. } => ltp,
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}
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}
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pub(super) fn get_word_count(&self) -> usize {
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match self.position {
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MatchPosition::Word { .. } => 1,
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MatchPosition::Phrase { word_positions: [fwp, lwp], .. } => lwp - fwp + 1,
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}
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}
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}
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@ -86,14 +86,17 @@ impl MatchingWords {
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continue;
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};
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let prefix_length = char_index + c.len_utf8();
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let char_len = token.original_lengths(prefix_length).0;
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let (char_count, byte_len) = token.original_lengths(prefix_length);
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let ids = &located_words.positions;
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return Some(MatchType::Full { char_len, ids });
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return Some(MatchType::Full { ids, char_count, byte_len });
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// else we exact match the token.
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} else if token.lemma() == word {
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let char_len = token.char_end - token.char_start;
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let ids = &located_words.positions;
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return Some(MatchType::Full { char_len, ids });
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return Some(MatchType::Full {
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char_count: token.char_end - token.char_start,
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byte_len: token.byte_end - token.byte_start,
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ids,
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});
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}
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}
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}
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@ -130,7 +133,7 @@ impl<'a> Iterator for MatchesIter<'a, '_> {
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word.map(|word| self.matching_words.word_interner.get(word).as_str())
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})
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.collect();
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let partial = PartialMatch { matching_words: words, ids, char_len: 0 };
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let partial = PartialMatch { matching_words: words, ids };
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partial.match_token(self.token).or_else(|| self.next())
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}
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@ -149,7 +152,7 @@ pub type WordId = u16;
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/// In these cases we need to match consecutively several tokens to consider that the match is full.
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#[derive(Debug, PartialEq)]
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pub enum MatchType<'a> {
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Full { char_len: usize, ids: &'a RangeInclusive<WordId> },
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Full { char_count: usize, byte_len: usize, ids: &'a RangeInclusive<WordId> },
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Partial(PartialMatch<'a>),
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}
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@ -158,7 +161,6 @@ pub enum MatchType<'a> {
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pub struct PartialMatch<'a> {
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matching_words: Vec<Option<&'a str>>,
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ids: &'a RangeInclusive<WordId>,
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char_len: usize,
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}
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impl<'a> PartialMatch<'a> {
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@ -176,25 +178,24 @@ impl<'a> PartialMatch<'a> {
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None => token.is_stopword(),
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};
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let char_len = token.char_end - token.char_start;
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// if there are remaining words to match in the phrase and the current token is matching,
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// return a new Partial match allowing the highlighter to continue.
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if is_matching && matching_words.len() > 1 {
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matching_words.remove(0);
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Some(MatchType::Partial(PartialMatch { matching_words, ids, char_len }))
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Some(MatchType::Partial(Self { matching_words, ids }))
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// if there is no remaining word to match in the phrase and the current token is matching,
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// return a Full match.
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} else if is_matching {
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Some(MatchType::Full { char_len, ids })
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Some(MatchType::Full {
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char_count: token.char_end - token.char_start,
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byte_len: token.byte_end - token.byte_start,
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ids,
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})
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// if the current token doesn't match, return None to break the match sequence.
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} else {
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None
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}
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}
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pub fn char_len(&self) -> usize {
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self.char_len
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}
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}
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|
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impl fmt::Debug for MatchingWords {
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@ -276,7 +277,7 @@ pub(crate) mod tests {
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..Default::default()
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})
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.next(),
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Some(MatchType::Full { char_len: 5, ids: &(0..=0) })
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Some(MatchType::Full { char_count: 5, byte_len: 5, ids: &(0..=0) })
|
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);
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assert_eq!(
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matching_words
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@ -300,7 +301,7 @@ pub(crate) mod tests {
|
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..Default::default()
|
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})
|
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.next(),
|
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Some(MatchType::Full { char_len: 5, ids: &(2..=2) })
|
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Some(MatchType::Full { char_count: 5, byte_len: 5, ids: &(2..=2) })
|
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);
|
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assert_eq!(
|
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matching_words
|
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@ -312,7 +313,7 @@ pub(crate) mod tests {
|
||||
..Default::default()
|
||||
})
|
||||
.next(),
|
||||
Some(MatchType::Full { char_len: 5, ids: &(2..=2) })
|
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Some(MatchType::Full { char_count: 5, byte_len: 5, ids: &(2..=2) })
|
||||
);
|
||||
assert_eq!(
|
||||
matching_words
|
||||
|
@ -1,11 +1,19 @@
|
||||
use std::borrow::Cow;
|
||||
mod best_match_interval;
|
||||
mod r#match;
|
||||
mod matching_words;
|
||||
mod simple_token_kind;
|
||||
|
||||
use charabia::{Language, SeparatorKind, Token, Tokenizer};
|
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use either::Either;
|
||||
pub use matching_words::MatchingWords;
|
||||
use matching_words::{MatchType, PartialMatch, WordId};
|
||||
use matching_words::{MatchType, PartialMatch};
|
||||
use r#match::{Match, MatchPosition};
|
||||
use serde::Serialize;
|
||||
|
||||
pub mod matching_words;
|
||||
use simple_token_kind::SimpleTokenKind;
|
||||
use std::{
|
||||
borrow::Cow,
|
||||
cmp::{max, min},
|
||||
};
|
||||
|
||||
const DEFAULT_CROP_MARKER: &str = "…";
|
||||
const DEFAULT_HIGHLIGHT_PREFIX: &str = "<em>";
|
||||
@ -93,17 +101,6 @@ impl FormatOptions {
|
||||
}
|
||||
}
|
||||
|
||||
#[derive(Clone, Debug)]
|
||||
pub struct Match {
|
||||
match_len: usize,
|
||||
// ids of the query words that matches.
|
||||
ids: Vec<WordId>,
|
||||
// position of the word in the whole text.
|
||||
word_position: usize,
|
||||
// position of the token in the whole text.
|
||||
token_position: usize,
|
||||
}
|
||||
|
||||
#[derive(Serialize, Debug, Clone, PartialEq, Eq)]
|
||||
pub struct MatchBounds {
|
||||
pub start: usize,
|
||||
@ -130,41 +127,27 @@ impl<'t, 'tokenizer> Matcher<'t, 'tokenizer, '_, '_> {
|
||||
/// compute_partial_match peek into next words to validate if the match is complete.
|
||||
fn compute_partial_match<'a>(
|
||||
mut partial: PartialMatch<'a>,
|
||||
token_position: usize,
|
||||
word_position: usize,
|
||||
first_token_position: usize,
|
||||
first_word_position: usize,
|
||||
first_word_char_start: &usize,
|
||||
words_positions: &mut impl Iterator<Item = (usize, usize, &'a Token<'a>)>,
|
||||
matches: &mut Vec<Match>,
|
||||
) -> bool {
|
||||
let mut potential_matches = vec![(token_position, word_position, partial.char_len())];
|
||||
|
||||
for (token_position, word_position, word) in words_positions {
|
||||
partial = match partial.match_token(word) {
|
||||
// token matches the partial match, but the match is not full,
|
||||
// we temporarily save the current token then we try to match the next one.
|
||||
Some(MatchType::Partial(partial)) => {
|
||||
potential_matches.push((token_position, word_position, partial.char_len()));
|
||||
partial
|
||||
}
|
||||
Some(MatchType::Partial(partial)) => partial,
|
||||
// partial match is now full, we keep this matches and we advance positions
|
||||
Some(MatchType::Full { char_len, ids }) => {
|
||||
let ids: Vec<_> = ids.clone().collect();
|
||||
// save previously matched tokens as matches.
|
||||
let iter = potential_matches.into_iter().map(
|
||||
|(token_position, word_position, match_len)| Match {
|
||||
match_len,
|
||||
ids: ids.clone(),
|
||||
word_position,
|
||||
token_position,
|
||||
},
|
||||
);
|
||||
matches.extend(iter);
|
||||
|
||||
Some(MatchType::Full { ids, .. }) => {
|
||||
// save the token that closes the partial match as a match.
|
||||
matches.push(Match {
|
||||
match_len: char_len,
|
||||
ids,
|
||||
word_position,
|
||||
token_position,
|
||||
char_count: word.char_end - *first_word_char_start,
|
||||
ids: ids.clone().collect(),
|
||||
position: MatchPosition::Phrase {
|
||||
word_positions: [first_word_position, word_position],
|
||||
token_positions: [first_token_position, token_position],
|
||||
},
|
||||
});
|
||||
|
||||
// the match is complete, we return true.
|
||||
@ -202,13 +185,12 @@ impl<'t, 'tokenizer> Matcher<'t, 'tokenizer, '_, '_> {
|
||||
match match_type {
|
||||
// we match, we save the current token as a match,
|
||||
// then we continue the rest of the tokens.
|
||||
MatchType::Full { char_len, ids } => {
|
||||
MatchType::Full { ids, char_count, .. } => {
|
||||
let ids: Vec<_> = ids.clone().collect();
|
||||
matches.push(Match {
|
||||
match_len: char_len,
|
||||
char_count,
|
||||
ids,
|
||||
word_position,
|
||||
token_position,
|
||||
position: MatchPosition::Word { word_position, token_position },
|
||||
});
|
||||
break;
|
||||
}
|
||||
@ -221,6 +203,7 @@ impl<'t, 'tokenizer> Matcher<'t, 'tokenizer, '_, '_> {
|
||||
partial,
|
||||
token_position,
|
||||
word_position,
|
||||
&word.char_start,
|
||||
&mut wp,
|
||||
&mut matches,
|
||||
) {
|
||||
@ -243,56 +226,99 @@ impl<'t, 'tokenizer> Matcher<'t, 'tokenizer, '_, '_> {
|
||||
Some((tokens, matches)) => matches
|
||||
.iter()
|
||||
.map(|m| MatchBounds {
|
||||
start: tokens[m.token_position].byte_start,
|
||||
length: m.match_len,
|
||||
start: tokens[m.get_first_token_pos()].byte_start,
|
||||
// TODO: Why is this in chars, while start is in bytes?
|
||||
length: m.char_count,
|
||||
})
|
||||
.collect(),
|
||||
}
|
||||
}
|
||||
|
||||
/// Returns the bounds in byte index of the crop window.
|
||||
fn crop_bounds(
|
||||
&self,
|
||||
tokens: &[Token<'_>],
|
||||
matches: &[Match],
|
||||
crop_size: usize,
|
||||
) -> (usize, usize) {
|
||||
// if there is no match, we start from the beginning of the string by default.
|
||||
let first_match_word_position = matches.first().map(|m| m.word_position).unwrap_or(0);
|
||||
let first_match_token_position = matches.first().map(|m| m.token_position).unwrap_or(0);
|
||||
let last_match_word_position = matches.last().map(|m| m.word_position).unwrap_or(0);
|
||||
let last_match_token_position = matches.last().map(|m| m.token_position).unwrap_or(0);
|
||||
fn crop_bounds(&self, tokens: &[Token<'_>], matches: &[Match], crop_size: usize) -> [usize; 2] {
|
||||
let (
|
||||
mut remaining_words,
|
||||
is_iterating_forward,
|
||||
before_tokens_starting_index,
|
||||
after_tokens_starting_index,
|
||||
) = if !matches.is_empty() {
|
||||
let [matches_first, matches_last] =
|
||||
best_match_interval::find_best_match_interval(matches, crop_size);
|
||||
|
||||
// matches needs to be counted in the crop len.
|
||||
let mut remaining_words = crop_size + first_match_word_position - last_match_word_position;
|
||||
let matches_size =
|
||||
matches_last.get_last_word_pos() - matches_first.get_first_word_pos() + 1;
|
||||
|
||||
let is_crop_size_gte_match_size = crop_size >= matches_size;
|
||||
let is_iterating_forward = matches_size == 0 || is_crop_size_gte_match_size;
|
||||
|
||||
let remaining_words = if is_crop_size_gte_match_size {
|
||||
crop_size - matches_size
|
||||
} else {
|
||||
// in case matches size is greater than crop size, which implies there's only one match,
|
||||
// we count words backwards, because we have to remove words, as they're extra words outside of
|
||||
// crop window
|
||||
matches_size - crop_size
|
||||
};
|
||||
|
||||
let after_tokens_starting_index = if matches_size == 0 {
|
||||
0
|
||||
} else {
|
||||
let last_match_last_token_position_plus_one = matches_last.get_last_token_pos() + 1;
|
||||
if last_match_last_token_position_plus_one < tokens.len() {
|
||||
last_match_last_token_position_plus_one
|
||||
} else {
|
||||
// we have matched the end of possible tokens, there's nothing to advance
|
||||
tokens.len() - 1
|
||||
}
|
||||
};
|
||||
|
||||
(
|
||||
remaining_words,
|
||||
is_iterating_forward,
|
||||
if is_iterating_forward { matches_first.get_first_token_pos() } else { 0 },
|
||||
after_tokens_starting_index,
|
||||
)
|
||||
} else {
|
||||
(crop_size, true, 0, 0)
|
||||
};
|
||||
|
||||
// create the initial state of the crop window: 2 iterators starting from the matches positions,
|
||||
// a reverse iterator starting from the first match token position and going towards the beginning of the text,
|
||||
let mut before_tokens = tokens[..first_match_token_position].iter().rev().peekable();
|
||||
// an iterator starting from the last match token position and going towards the end of the text.
|
||||
let mut after_tokens = tokens[last_match_token_position..].iter().peekable();
|
||||
let mut before_tokens = tokens[..before_tokens_starting_index].iter().rev().peekable();
|
||||
// an iterator ...
|
||||
let mut after_tokens = if is_iterating_forward {
|
||||
// ... starting from the last match token position and going towards the end of the text.
|
||||
Either::Left(tokens[after_tokens_starting_index..].iter().peekable())
|
||||
} else {
|
||||
// ... starting from the last match token position and going towards the start of the text.
|
||||
Either::Right(tokens[..=after_tokens_starting_index].iter().rev().peekable())
|
||||
};
|
||||
|
||||
// grows the crop window peeking in both directions
|
||||
// until the window contains the good number of words:
|
||||
while remaining_words > 0 {
|
||||
let before_token = before_tokens.peek().map(|t| t.separator_kind());
|
||||
let after_token = after_tokens.peek().map(|t| t.separator_kind());
|
||||
let before_token_kind = before_tokens.peek().map(SimpleTokenKind::new);
|
||||
let after_token_kind =
|
||||
after_tokens.as_mut().either(|v| v.peek(), |v| v.peek()).map(SimpleTokenKind::new);
|
||||
|
||||
match (before_token, after_token) {
|
||||
match (before_token_kind, after_token_kind) {
|
||||
// we can expand both sides.
|
||||
(Some(before_token), Some(after_token)) => {
|
||||
match (before_token, after_token) {
|
||||
(Some(before_token_kind), Some(after_token_kind)) => {
|
||||
match (before_token_kind, after_token_kind) {
|
||||
// if they are both separators and are the same kind then advance both,
|
||||
// or expand in the soft separator separator side.
|
||||
(Some(before_token_kind), Some(after_token_kind)) => {
|
||||
if before_token_kind == after_token_kind {
|
||||
(
|
||||
SimpleTokenKind::Separator(before_token_separator_kind),
|
||||
SimpleTokenKind::Separator(after_token_separator_kind),
|
||||
) => {
|
||||
if before_token_separator_kind == after_token_separator_kind {
|
||||
before_tokens.next();
|
||||
|
||||
// this avoid having an ending separator before crop marker.
|
||||
if remaining_words > 1 {
|
||||
after_tokens.next();
|
||||
}
|
||||
} else if before_token_kind == SeparatorKind::Hard {
|
||||
} else if matches!(before_token_separator_kind, SeparatorKind::Hard) {
|
||||
after_tokens.next();
|
||||
} else {
|
||||
before_tokens.next();
|
||||
@ -300,17 +326,17 @@ impl<'t, 'tokenizer> Matcher<'t, 'tokenizer, '_, '_> {
|
||||
}
|
||||
// if one of the tokens is a word, we expend in the side of the word.
|
||||
// left is a word, advance left.
|
||||
(None, Some(_)) => {
|
||||
(SimpleTokenKind::NotSeparator, SimpleTokenKind::Separator(_)) => {
|
||||
before_tokens.next();
|
||||
remaining_words -= 1;
|
||||
}
|
||||
// right is a word, advance right.
|
||||
(Some(_), None) => {
|
||||
(SimpleTokenKind::Separator(_), SimpleTokenKind::NotSeparator) => {
|
||||
after_tokens.next();
|
||||
remaining_words -= 1;
|
||||
}
|
||||
// both are words, advance left then right if remaining_word > 0.
|
||||
(None, None) => {
|
||||
(SimpleTokenKind::NotSeparator, SimpleTokenKind::NotSeparator) => {
|
||||
before_tokens.next();
|
||||
remaining_words -= 1;
|
||||
|
||||
@ -322,16 +348,16 @@ impl<'t, 'tokenizer> Matcher<'t, 'tokenizer, '_, '_> {
|
||||
}
|
||||
}
|
||||
// the end of the text is reached, advance left.
|
||||
(Some(before_token), None) => {
|
||||
(Some(before_token_kind), None) => {
|
||||
before_tokens.next();
|
||||
if before_token.is_none() {
|
||||
if matches!(before_token_kind, SimpleTokenKind::NotSeparator) {
|
||||
remaining_words -= 1;
|
||||
}
|
||||
}
|
||||
// the start of the text is reached, advance right.
|
||||
(None, Some(after_token)) => {
|
||||
(None, Some(after_token_kind)) => {
|
||||
after_tokens.next();
|
||||
if after_token.is_none() {
|
||||
if matches!(after_token_kind, SimpleTokenKind::NotSeparator) {
|
||||
remaining_words -= 1;
|
||||
}
|
||||
}
|
||||
@ -344,86 +370,7 @@ impl<'t, 'tokenizer> Matcher<'t, 'tokenizer, '_, '_> {
|
||||
let crop_byte_start = before_tokens.next().map_or(0, |t| t.byte_end);
|
||||
let crop_byte_end = after_tokens.next().map_or(self.text.len(), |t| t.byte_start);
|
||||
|
||||
(crop_byte_start, crop_byte_end)
|
||||
}
|
||||
|
||||
/// Compute the score of a match interval:
|
||||
/// 1) count unique matches
|
||||
/// 2) calculate distance between matches
|
||||
/// 3) count ordered matches
|
||||
fn match_interval_score(&self, matches: &[Match]) -> (i16, i16, i16) {
|
||||
let mut ids: Vec<WordId> = Vec::with_capacity(matches.len());
|
||||
let mut order_score = 0;
|
||||
let mut distance_score = 0;
|
||||
|
||||
let mut iter = matches.iter().peekable();
|
||||
while let Some(m) = iter.next() {
|
||||
if let Some(next_match) = iter.peek() {
|
||||
// if matches are ordered
|
||||
if next_match.ids.iter().min() > m.ids.iter().min() {
|
||||
order_score += 1;
|
||||
}
|
||||
|
||||
// compute distance between matches
|
||||
distance_score -= (next_match.word_position - m.word_position).min(7) as i16;
|
||||
}
|
||||
|
||||
ids.extend(m.ids.iter());
|
||||
}
|
||||
|
||||
ids.sort_unstable();
|
||||
ids.dedup();
|
||||
let uniq_score = ids.len() as i16;
|
||||
|
||||
// rank by unique match count, then by distance between matches, then by ordered match count.
|
||||
(uniq_score, distance_score, order_score)
|
||||
}
|
||||
|
||||
/// Returns the matches interval where the score computed by match_interval_score is the best.
|
||||
fn find_best_match_interval<'a>(&self, matches: &'a [Match], crop_size: usize) -> &'a [Match] {
|
||||
// we compute the matches interval if we have at least 2 matches.
|
||||
if matches.len() > 1 {
|
||||
// positions of the first and the last match of the best matches interval in `matches`.
|
||||
let mut best_interval = (0, 0);
|
||||
let mut best_interval_score = self.match_interval_score(&matches[0..=0]);
|
||||
// current interval positions.
|
||||
let mut interval_first = 0;
|
||||
let mut interval_last = 0;
|
||||
for (index, next_match) in matches.iter().enumerate().skip(1) {
|
||||
// if next match would make interval gross more than crop_size,
|
||||
// we compare the current interval with the best one,
|
||||
// then we increase `interval_first` until next match can be added.
|
||||
if next_match.word_position - matches[interval_first].word_position >= crop_size {
|
||||
let interval_score =
|
||||
self.match_interval_score(&matches[interval_first..=interval_last]);
|
||||
|
||||
// keep interval if it's the best
|
||||
if interval_score > best_interval_score {
|
||||
best_interval = (interval_first, interval_last);
|
||||
best_interval_score = interval_score;
|
||||
}
|
||||
|
||||
// advance start of the interval while interval is longer than crop_size.
|
||||
while next_match.word_position - matches[interval_first].word_position
|
||||
>= crop_size
|
||||
{
|
||||
interval_first += 1;
|
||||
}
|
||||
}
|
||||
interval_last = index;
|
||||
}
|
||||
|
||||
// compute the last interval score and compare it to the best one.
|
||||
let interval_score =
|
||||
self.match_interval_score(&matches[interval_first..=interval_last]);
|
||||
if interval_score > best_interval_score {
|
||||
best_interval = (interval_first, interval_last);
|
||||
}
|
||||
|
||||
&matches[best_interval.0..=best_interval.1]
|
||||
} else {
|
||||
matches
|
||||
}
|
||||
[crop_byte_start, crop_byte_end]
|
||||
}
|
||||
|
||||
// Returns the formatted version of the original text.
|
||||
@ -434,69 +381,87 @@ impl<'t, 'tokenizer> Matcher<'t, 'tokenizer, '_, '_> {
|
||||
} else {
|
||||
match &self.matches {
|
||||
Some((tokens, matches)) => {
|
||||
// If the text has to be cropped,
|
||||
// crop around the best interval.
|
||||
let (byte_start, byte_end) = match format_options.crop {
|
||||
// If the text has to be cropped, crop around the best interval.
|
||||
let [crop_byte_start, crop_byte_end] = match format_options.crop {
|
||||
Some(crop_size) if crop_size > 0 => {
|
||||
let matches = self.find_best_match_interval(matches, crop_size);
|
||||
self.crop_bounds(tokens, matches, crop_size)
|
||||
}
|
||||
_ => (0, self.text.len()),
|
||||
_ => [0, self.text.len()],
|
||||
};
|
||||
|
||||
let mut formatted = Vec::new();
|
||||
|
||||
// push crop marker if it's not the start of the text.
|
||||
if byte_start > 0 && !self.crop_marker.is_empty() {
|
||||
if crop_byte_start > 0 && !self.crop_marker.is_empty() {
|
||||
formatted.push(self.crop_marker);
|
||||
}
|
||||
|
||||
let mut byte_index = byte_start;
|
||||
let mut byte_index = crop_byte_start;
|
||||
|
||||
if format_options.highlight {
|
||||
// insert highlight markers around matches.
|
||||
for m in matches {
|
||||
let token = &tokens[m.token_position];
|
||||
let [m_byte_start, m_byte_end] = match m.position {
|
||||
MatchPosition::Word { token_position, .. } => {
|
||||
let token = &tokens[token_position];
|
||||
[&token.byte_start, &token.byte_end]
|
||||
}
|
||||
MatchPosition::Phrase { token_positions: [ftp, ltp], .. } => {
|
||||
[&tokens[ftp].byte_start, &tokens[ltp].byte_end]
|
||||
}
|
||||
};
|
||||
|
||||
// skip matches out of the crop window.
|
||||
if token.byte_start < byte_start || token.byte_end > byte_end {
|
||||
// skip matches out of the crop window
|
||||
if *m_byte_end < crop_byte_start || *m_byte_start > crop_byte_end {
|
||||
continue;
|
||||
}
|
||||
|
||||
if byte_index < token.byte_start {
|
||||
formatted.push(&self.text[byte_index..token.byte_start]);
|
||||
// adjust start and end to the crop window size
|
||||
let [m_byte_start, m_byte_end] = [
|
||||
max(m_byte_start, &crop_byte_start),
|
||||
min(m_byte_end, &crop_byte_end),
|
||||
];
|
||||
|
||||
// push text that is positioned before our matches
|
||||
if byte_index < *m_byte_start {
|
||||
formatted.push(&self.text[byte_index..*m_byte_start]);
|
||||
}
|
||||
|
||||
let highlight_byte_index = self.text[token.byte_start..]
|
||||
.char_indices()
|
||||
.enumerate()
|
||||
.find(|(i, _)| *i == m.match_len)
|
||||
.map_or(token.byte_end, |(_, (i, _))| i + token.byte_start);
|
||||
formatted.push(self.highlight_prefix);
|
||||
formatted.push(&self.text[token.byte_start..highlight_byte_index]);
|
||||
|
||||
// TODO: This is additional work done, charabia::token::Token byte_len
|
||||
// should already get us the original byte length, however, that doesn't work as
|
||||
// it's supposed to, investigate why
|
||||
let highlight_byte_index = self.text[*m_byte_start..]
|
||||
.char_indices()
|
||||
.nth(m.char_count)
|
||||
.map_or(*m_byte_end, |(i, _)| min(i + *m_byte_start, *m_byte_end));
|
||||
formatted.push(&self.text[*m_byte_start..highlight_byte_index]);
|
||||
|
||||
formatted.push(self.highlight_suffix);
|
||||
|
||||
// if it's a prefix highlight, we put the end of the word after the highlight marker.
|
||||
if highlight_byte_index < token.byte_end {
|
||||
formatted.push(&self.text[highlight_byte_index..token.byte_end]);
|
||||
if highlight_byte_index < *m_byte_end {
|
||||
formatted.push(&self.text[highlight_byte_index..*m_byte_end]);
|
||||
}
|
||||
|
||||
byte_index = token.byte_end;
|
||||
byte_index = *m_byte_end;
|
||||
}
|
||||
}
|
||||
|
||||
// push the rest of the text between last match and the end of crop.
|
||||
if byte_index < byte_end {
|
||||
formatted.push(&self.text[byte_index..byte_end]);
|
||||
if byte_index < crop_byte_end {
|
||||
formatted.push(&self.text[byte_index..crop_byte_end]);
|
||||
}
|
||||
|
||||
// push crop marker if it's not the end of the text.
|
||||
if byte_end < self.text.len() && !self.crop_marker.is_empty() {
|
||||
if crop_byte_end < self.text.len() && !self.crop_marker.is_empty() {
|
||||
formatted.push(self.crop_marker);
|
||||
}
|
||||
|
||||
if formatted.len() == 1 {
|
||||
// avoid concatenating if there is already 1 slice.
|
||||
Cow::Borrowed(&self.text[byte_start..byte_end])
|
||||
Cow::Borrowed(&self.text[crop_byte_start..crop_byte_end])
|
||||
} else {
|
||||
Cow::Owned(formatted.concat())
|
||||
}
|
||||
@ -821,22 +786,24 @@ mod tests {
|
||||
fn format_highlight_crop_phrase_query() {
|
||||
//! testing: https://github.com/meilisearch/meilisearch/issues/3975
|
||||
let temp_index = TempIndex::new();
|
||||
|
||||
let text = "The groundbreaking invention had the power to split the world between those who embraced progress and those who resisted change!";
|
||||
temp_index
|
||||
.add_documents(documents!([
|
||||
{ "id": 1, "text": "The groundbreaking invention had the power to split the world between those who embraced progress and those who resisted change!" }
|
||||
{ "id": 1, "text": text }
|
||||
]))
|
||||
.unwrap();
|
||||
|
||||
let rtxn = temp_index.read_txn().unwrap();
|
||||
|
||||
let format_options = FormatOptions { highlight: true, crop: Some(10) };
|
||||
let text = "The groundbreaking invention had the power to split the world between those who embraced progress and those who resisted change!";
|
||||
|
||||
let builder = MatcherBuilder::new_test(&rtxn, &temp_index, "\"the world\"");
|
||||
let mut matcher = builder.build(text, None);
|
||||
// should return 10 words with a marker at the start as well the end, and the highlighted matches.
|
||||
insta::assert_snapshot!(
|
||||
matcher.format(format_options),
|
||||
@"…had the power to split <em>the</em> <em>world</em> between those who…"
|
||||
@"…the power to split <em>the world</em> between those who embraced…"
|
||||
);
|
||||
|
||||
let builder = MatcherBuilder::new_test(&rtxn, &temp_index, "those \"and those\"");
|
||||
@ -844,7 +811,63 @@ mod tests {
|
||||
// should highlight "those" and the phrase "and those".
|
||||
insta::assert_snapshot!(
|
||||
matcher.format(format_options),
|
||||
@"…world between <em>those</em> who embraced progress <em>and</em> <em>those</em> who resisted…"
|
||||
@"…world between <em>those</em> who embraced progress <em>and those</em> who resisted…"
|
||||
);
|
||||
|
||||
let builder = MatcherBuilder::new_test(
|
||||
&rtxn,
|
||||
&temp_index,
|
||||
"\"The groundbreaking invention had the power to split the world\"",
|
||||
);
|
||||
let mut matcher = builder.build(text, None);
|
||||
insta::assert_snapshot!(
|
||||
matcher.format(format_options),
|
||||
@"<em>The groundbreaking invention had the power to split the world</em>…"
|
||||
);
|
||||
|
||||
let builder = MatcherBuilder::new_test(
|
||||
&rtxn,
|
||||
&temp_index,
|
||||
"\"The groundbreaking invention had the power to split the world between those\"",
|
||||
);
|
||||
let mut matcher = builder.build(text, None);
|
||||
insta::assert_snapshot!(
|
||||
matcher.format(format_options),
|
||||
@"<em>The groundbreaking invention had the power to split the world</em>…"
|
||||
);
|
||||
|
||||
let builder = MatcherBuilder::new_test(
|
||||
&rtxn,
|
||||
&temp_index,
|
||||
"\"The groundbreaking invention\" \"embraced progress and those who resisted change!\"",
|
||||
);
|
||||
let mut matcher = builder.build(text, None);
|
||||
insta::assert_snapshot!(
|
||||
matcher.format(format_options),
|
||||
// TODO: Should include exclamation mark without crop markers
|
||||
@"…between those who <em>embraced progress and those who resisted change</em>…"
|
||||
);
|
||||
|
||||
let builder = MatcherBuilder::new_test(
|
||||
&rtxn,
|
||||
&temp_index,
|
||||
"\"groundbreaking invention\" \"split the world between\"",
|
||||
);
|
||||
let mut matcher = builder.build(text, None);
|
||||
insta::assert_snapshot!(
|
||||
matcher.format(format_options),
|
||||
@"…<em>groundbreaking invention</em> had the power to <em>split the world between</em>…"
|
||||
);
|
||||
|
||||
let builder = MatcherBuilder::new_test(
|
||||
&rtxn,
|
||||
&temp_index,
|
||||
"\"groundbreaking invention\" \"had the power to split the world between those\"",
|
||||
);
|
||||
let mut matcher = builder.build(text, None);
|
||||
insta::assert_snapshot!(
|
||||
matcher.format(format_options),
|
||||
@"…<em>invention</em> <em>had the power to split the world between those</em>…"
|
||||
);
|
||||
}
|
||||
|
||||
@ -900,7 +923,7 @@ mod tests {
|
||||
let mut matcher = builder.build(text, None);
|
||||
insta::assert_snapshot!(
|
||||
matcher.format(format_options),
|
||||
@"_the_ _do_ _or_ die can't be he do and or isn'_t_ _he_"
|
||||
@"_the_ _do or_ die can't be he do and or isn'_t he_"
|
||||
);
|
||||
}
|
||||
}
|
||||
|
15
crates/milli/src/search/new/matches/simple_token_kind.rs
Normal file
15
crates/milli/src/search/new/matches/simple_token_kind.rs
Normal file
@ -0,0 +1,15 @@
|
||||
use charabia::{SeparatorKind, Token, TokenKind};
|
||||
|
||||
pub enum SimpleTokenKind {
|
||||
Separator(SeparatorKind),
|
||||
NotSeparator,
|
||||
}
|
||||
|
||||
impl SimpleTokenKind {
|
||||
pub fn new(token: &&Token<'_>) -> Self {
|
||||
match token.kind {
|
||||
TokenKind::Separator(separaor_kind) => Self::Separator(separaor_kind),
|
||||
_ => Self::NotSeparator,
|
||||
}
|
||||
}
|
||||
}
|
Loading…
Reference in New Issue
Block a user