mirror of
https://github.com/meilisearch/MeiliSearch
synced 2024-12-23 13:10:06 +01:00
Refactor, handle more cases for phrases
This commit is contained in:
F. Levi
parent
00ccf53ffa
commit
eabc14c268
@ -181,7 +181,7 @@ impl<'a> PartialMatch<'a> {
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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, char_len }))
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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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@ -1,6 +1,6 @@
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use std::borrow::Cow;
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use charabia::{Language, SeparatorKind, Token, Tokenizer};
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use charabia::{Language, SeparatorKind, Token, TokenKind, Tokenizer};
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pub use matching_words::MatchingWords;
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use matching_words::{MatchType, PartialMatch, WordId};
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use serde::Serialize;
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@ -145,6 +145,13 @@ impl Match {
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MatchPosition::Phrase { token_positions: (_, ltp), .. } => ltp,
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}
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}
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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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#[derive(Serialize, Debug, Clone, PartialEq, Eq)]
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@ -153,6 +160,27 @@ pub struct MatchBounds {
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pub length: usize,
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}
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enum SimpleTokenKind {
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Separator(SeparatorKind),
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NotSeparator,
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}
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impl SimpleTokenKind {
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fn get(token: &&Token<'_>) -> Self {
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match token.kind {
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TokenKind::Separator(separaor_kind) => Self::Separator(separaor_kind),
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_ => Self::NotSeparator,
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}
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}
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fn is_not_separator(&self) -> bool {
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match self {
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SimpleTokenKind::NotSeparator => true,
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SimpleTokenKind::Separator(_) => false,
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}
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}
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}
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/// Structure used to analyze a string, compute words that match,
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/// and format the source string, returning a highlighted and cropped sub-string.
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pub struct Matcher<'t, 'tokenizer, 'b, 'lang> {
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@ -287,95 +315,130 @@ impl<'t, 'tokenizer> Matcher<'t, 'tokenizer, '_, '_> {
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crop_size: usize,
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) -> (usize, usize) {
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// if there is no match, we start from the beginning of the string by default.
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let first_match_word_position =
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let first_match_first_word_position =
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matches.first().map(|m| m.get_first_word_pos()).unwrap_or(0);
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let first_match_token_position =
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let first_match_first_token_position =
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matches.first().map(|m| m.get_first_token_pos()).unwrap_or(0);
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let last_match_word_position = matches.last().map(|m| m.get_last_word_pos()).unwrap_or(0);
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let last_match_token_position = matches.last().map(|m| m.get_last_token_pos()).unwrap_or(0);
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let last_match_last_word_position =
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matches.last().map(|m| m.get_last_word_pos()).unwrap_or(0);
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let last_match_last_token_position =
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matches.last().map(|m| m.get_last_token_pos()).unwrap_or(0);
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// matches needs to be counted in the crop len.
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let mut remaining_words = crop_size + first_match_word_position - last_match_word_position;
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let matches_window_len =
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last_match_last_word_position - first_match_first_word_position + 1;
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// create the initial state of the crop window: 2 iterators starting from the matches positions,
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// a reverse iterator starting from the first match token position and going towards the beginning of the text,
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let mut before_tokens = tokens[..first_match_token_position].iter().rev().peekable();
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// an iterator starting from the last match token position and going towards the end of the text.
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let mut after_tokens = tokens[last_match_token_position..].iter().peekable();
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if crop_size >= matches_window_len {
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// matches needs to be counted in the crop len.
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let mut remaining_words = crop_size - matches_window_len;
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// grows the crop window peeking in both directions
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// until the window contains the good number of words:
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while remaining_words > 0 {
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let before_token = before_tokens.peek().map(|t| t.separator_kind());
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let after_token = after_tokens.peek().map(|t| t.separator_kind());
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// create the initial state of the crop window: 2 iterators starting from the matches positions,
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// a reverse iterator starting from the first match token position and going towards the beginning of the text,
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let mut before_tokens =
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tokens[..first_match_first_token_position].iter().rev().peekable();
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// an iterator starting from the last match token position and going towards the end of the text.
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let mut after_tokens = tokens[last_match_last_token_position + 1..].iter().peekable();
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match (before_token, after_token) {
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// we can expand both sides.
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(Some(before_token), Some(after_token)) => {
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match (before_token, after_token) {
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// if they are both separators and are the same kind then advance both,
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// or expand in the soft separator separator side.
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(Some(before_token_kind), Some(after_token_kind)) => {
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if before_token_kind == after_token_kind {
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before_tokens.next();
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// grows the crop window peeking in both directions
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// until the window contains the good number of words:
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while remaining_words > 0 {
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let before_token_kind = before_tokens.peek().map(SimpleTokenKind::get);
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let after_token_kind = after_tokens.peek().map(SimpleTokenKind::get);
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// this avoid having an ending separator before crop marker.
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if remaining_words > 1 {
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match (before_token_kind, after_token_kind) {
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// we can expand both sides.
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(Some(before_token_kind), Some(after_token_kind)) => {
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match (before_token_kind, after_token_kind) {
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// if they are both separators and are the same kind then advance both,
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// or expand in the soft separator separator side.
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(
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SimpleTokenKind::Separator(before_token_separator_kind),
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SimpleTokenKind::Separator(after_token_separator_kind),
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) => {
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if before_token_separator_kind == after_token_separator_kind {
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before_tokens.next();
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// this avoid having an ending separator before crop marker.
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if remaining_words > 1 {
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after_tokens.next();
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}
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} else if let SeparatorKind::Hard = before_token_separator_kind {
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after_tokens.next();
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} else {
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before_tokens.next();
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}
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} else if before_token_kind == SeparatorKind::Hard {
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after_tokens.next();
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} else {
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before_tokens.next();
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}
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}
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// if one of the tokens is a word, we expend in the side of the word.
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// left is a word, advance left.
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(None, Some(_)) => {
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before_tokens.next();
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remaining_words -= 1;
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}
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// right is a word, advance right.
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(Some(_), None) => {
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after_tokens.next();
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remaining_words -= 1;
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}
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// both are words, advance left then right if remaining_word > 0.
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(None, None) => {
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before_tokens.next();
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remaining_words -= 1;
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if remaining_words > 0 {
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// if one of the tokens is a word, we expend in the side of the word.
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// left is a word, advance left.
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(SimpleTokenKind::NotSeparator, SimpleTokenKind::Separator(_)) => {
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before_tokens.next();
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remaining_words -= 1;
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}
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// right is a word, advance right.
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(SimpleTokenKind::Separator(_), SimpleTokenKind::NotSeparator) => {
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after_tokens.next();
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remaining_words -= 1;
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}
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// both are words, advance left then right if remaining_word > 0.
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(SimpleTokenKind::NotSeparator, SimpleTokenKind::NotSeparator) => {
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before_tokens.next();
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remaining_words -= 1;
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if remaining_words > 0 {
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after_tokens.next();
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remaining_words -= 1;
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}
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}
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}
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}
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}
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// the end of the text is reached, advance left.
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(Some(before_token), None) => {
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before_tokens.next();
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if before_token.is_none() {
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remaining_words -= 1;
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// the end of the text is reached, advance left.
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(Some(before_token_kind), None) => {
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before_tokens.next();
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if let SimpleTokenKind::NotSeparator = before_token_kind {
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remaining_words -= 1;
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}
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}
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}
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// the start of the text is reached, advance right.
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(None, Some(after_token)) => {
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after_tokens.next();
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if after_token.is_none() {
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remaining_words -= 1;
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// the start of the text is reached, advance right.
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(None, Some(after_token_kind)) => {
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after_tokens.next();
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if let SimpleTokenKind::NotSeparator = after_token_kind {
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remaining_words -= 1;
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}
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}
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// no more token to add.
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(None, None) => break,
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}
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// no more token to add.
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(None, None) => break,
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}
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// finally, keep the byte index of each bound of the crop window.
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let crop_byte_start = before_tokens.next().map_or(0, |t| t.byte_end);
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let crop_byte_end = after_tokens.next().map_or(self.text.len(), |t| t.byte_start);
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(crop_byte_start, crop_byte_end)
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} else {
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// there's one match? and it's longer than the crop window, so we have to advance inward
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let mut remaining_extra_words = matches_window_len - crop_size;
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let mut tokens_from_end =
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tokens[..=last_match_last_token_position].iter().rev().peekable();
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while remaining_extra_words > 0 {
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let token_from_end_kind =
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tokens_from_end.peek().map(SimpleTokenKind::get).expect("TODO");
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if token_from_end_kind.is_not_separator() {
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remaining_extra_words -= 1;
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}
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tokens_from_end.next();
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}
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let crop_byte_start = if first_match_first_token_position > 0 {
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&tokens[first_match_first_token_position - 1].byte_end
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} else {
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&0
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};
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let crop_byte_end = tokens_from_end.next().map(|t| t.byte_start).expect("TODO");
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(*crop_byte_start, crop_byte_end)
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}
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// finally, keep the byte index of each bound of the crop window.
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let crop_byte_start = before_tokens.next().map_or(0, |t| t.byte_end);
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let crop_byte_end = after_tokens.next().map_or(self.text.len(), |t| t.byte_start);
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(crop_byte_start, crop_byte_end)
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}
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/// Compute the score of a match interval:
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@ -416,11 +479,7 @@ impl<'t, 'tokenizer> Matcher<'t, 'tokenizer, '_, '_> {
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lwp
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}
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};
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let next_match_first_word_pos = match next_match.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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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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@ -443,72 +502,96 @@ impl<'t, 'tokenizer> Matcher<'t, 'tokenizer, '_, '_> {
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/// Returns the matches interval where the score computed by match_interval_score is the best.
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fn find_best_match_interval<'a>(&self, matches: &'a [Match], crop_size: usize) -> &'a [Match] {
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let matches_len = matches.len();
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if matches_len <= 1 {
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return matches;
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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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struct BestInterval {
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interval: (usize, usize),
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score: (i16, i16, i16),
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}
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fn save_best_interval(
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best_interval: &mut Option<BestInterval>,
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interval_first: usize,
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interval_last: usize,
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interval_score: (i16, i16, i16),
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) {
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if let Some(best_interval) = best_interval {
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if interval_score > best_interval.score {
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best_interval.interval = (interval_first, interval_last);
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best_interval.score = interval_score;
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}
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} else {
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*best_interval = Some(BestInterval {
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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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let mut best_interval: Option<BestInterval> = None;
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// we compute the matches interval if we have at least 2 matches.
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if matches_len > 1 {
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// current interval positions.
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let mut interval_first = 0;
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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 = (0, 0);
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let mut best_interval_score = self.match_interval_score(&matches[0..=0]);
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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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let mut index = 1;
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while index < matches_len - 1 {
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let next_match = &matches[index];
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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 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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let interval_first_match_first_word_pos =
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matches[interval_first].get_first_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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let interval_score =
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self.match_interval_score(&matches[interval_first..=interval_last]);
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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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// skip for 1, because it would result in the same as our very first interval score
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if index != 1 {
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let interval_last = index - 1;
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let interval_score =
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self.match_interval_score(&matches[interval_first..=interval_last]);
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// keep interval if it's the best
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if interval_score > best_interval_score {
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best_interval = (interval_first, interval_last);
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best_interval_score = interval_score;
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}
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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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let interval_first_match_first_word_pos =
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matches[interval_first].get_first_word_pos();
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if next_match_last_word_pos - interval_first_match_first_word_pos
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< crop_size
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{
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break;
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}
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}
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// keep interval if it's the best
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save_best_interval(
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&mut best_interval,
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interval_first,
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interval_last,
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interval_score,
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);
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}
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index += 1;
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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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interval_first_match_first_word_pos =
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matches[interval_first].get_first_word_pos();
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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 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
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< 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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let interval_score =
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self.match_interval_score(&matches[interval_first..=interval_last]);
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if interval_score > best_interval_score {
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best_interval = (interval_first, interval_last);
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}
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&matches[best_interval.0..=best_interval.1]
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} else {
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matches
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save_best_interval(&mut best_interval, interval_first, interval_last, interval_score);
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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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let best_interval = best_interval.map_or((0, 0), |v| v.interval);
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&matches[best_interval.0..=best_interval.1]
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}
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// Returns the formatted version of the original text.
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@ -928,98 +1011,98 @@ mod tests {
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let format_options = FormatOptions { highlight: true, crop: Some(10) };
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// let builder = MatcherBuilder::new_test(&rtxn, &temp_index, "\"the world\"");
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// let mut matcher = builder.build(text, None);
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// // should return 10 words with a marker at the start as well the end, and the highlighted matches.
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// insta::assert_snapshot!(
|
||||
// matcher.format(format_options),
|
||||
// @"…the power to split <em>the world</em> between those who embraced…"
|
||||
// );
|
||||
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),
|
||||
@"…the power to split <em>the world</em> between those who embraced…"
|
||||
);
|
||||
|
||||
// let builder = MatcherBuilder::new_test(&rtxn, &temp_index, "\"power to\" \"and those\"");
|
||||
// let mut matcher = builder.build(text, None);
|
||||
// // should highlight "those" and the phrase "and those".
|
||||
// insta::assert_snapshot!(
|
||||
// matcher.format(format_options),
|
||||
// @"…groundbreaking invention had the <em>power to</em> split the world between…"
|
||||
// );
|
||||
|
||||
// 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, "\"power to\" \"and those\"");
|
||||
let mut matcher = builder.build(text, None);
|
||||
// should highlight "those" and the phrase "and those".
|
||||
insta::assert_snapshot!(
|
||||
matcher.format(format_options),
|
||||
@"…groundbreaking invention had the <em>power to</em> split the world between…"
|
||||
);
|
||||
|
||||
let builder = MatcherBuilder::new_test(
|
||||
&rtxn,
|
||||
&temp_index,
|
||||
"\"The groundbreaking invention had the power to split the world between\"",
|
||||
"\"The groundbreaking invention had the power to split the world\"",
|
||||
);
|
||||
let mut matcher = builder.build(text, None);
|
||||
insta::assert_snapshot!(
|
||||
matcher.format(format_options),
|
||||
@"The groundbreaking invention had the power to split the world …"
|
||||
@"<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),
|
||||
// @"…between those who <em>embraced progress and those who resisted change</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),
|
||||
@"The groundbreaking invention had the power to split the world…"
|
||||
);
|
||||
|
||||
// let builder = MatcherBuilder::new_test(
|
||||
// &rtxn,
|
||||
// &temp_index,
|
||||
// "\"The groundbreaking invention\" \"split the world between those\"",
|
||||
// );
|
||||
// let mut matcher = builder.build(text, None);
|
||||
// insta::assert_snapshot!(
|
||||
// matcher.format(format_options),
|
||||
// @"…the power to <em>split the world between those</em> who embraced…"
|
||||
// );
|
||||
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),
|
||||
@"…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,
|
||||
"\"The groundbreaking invention\" \"split the world between those\"",
|
||||
);
|
||||
let mut matcher = builder.build(text, None);
|
||||
insta::assert_snapshot!(
|
||||
matcher.format(format_options),
|
||||
@"…the power to <em>split the world between those</em> who embraced…"
|
||||
);
|
||||
|
||||
// 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),
|
||||
// @"…invention <em>had the power to split the world between those</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,
|
||||
// "\"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),
|
||||
// @"…invention <em>had the power to split the world between those</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),
|
||||
@"…invention <em>had the power to split the world between those</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),
|
||||
@"…invention <em>had the power to split the world between those</em>…"
|
||||
);
|
||||
}
|
||||
|
||||
#[test]
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user