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https://github.com/meilisearch/MeiliSearch
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Fix prefix level position docids database
The prefix search was inverted when we generated the DB. Instead of searching if word had a prefix in prefix fst, we were searching if the word was a prefix of a prefix contained in the prefix fst. The indexer, now, iterate over prefix contained in the fst and search them by prefix in the word-level-position-docids database, aggregating matches in a sorter. Fix #299
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@ -3,16 +3,16 @@ use std::fs::File;
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use std::num::NonZeroU32;
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use std::{cmp, str};
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use fst::automaton::{self, Automaton};
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use fst::{IntoStreamer, Streamer};
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use fst::Streamer;
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use grenad::{CompressionType, FileFuse, Reader, Writer};
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use heed::types::{ByteSlice, DecodeIgnore, Str};
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use heed::{BytesEncode, Error};
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use log::debug;
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use roaring::RoaringBitmap;
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use crate::error::InternalError;
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use crate::error::{InternalError, SerializationError};
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use crate::heed_codec::{CboRoaringBitmapCodec, StrLevelPositionCodec};
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use crate::index::main_key::WORDS_PREFIXES_FST_KEY;
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use crate::update::index_documents::{
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cbo_roaring_bitmap_merge, create_sorter, create_writer, sorter_into_lmdb_database,
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write_into_lmdb_database, writer_into_reader, WriteMethod,
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@ -102,13 +102,22 @@ impl<'t, 'u, 'i> WordsLevelPositions<'t, 'u, 'i> {
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// in the prefix FST previously constructed.
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let prefix_fst = self.index.words_prefixes_fst(self.wtxn)?;
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let db = self.index.word_level_position_docids.remap_data_type::<ByteSlice>();
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for result in db.iter(self.wtxn)? {
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let ((word, level, left, right), data) = result?;
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if level == TreeLevel::min_value() {
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let automaton = automaton::Str::new(word).starts_with();
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let mut matching_prefixes = prefix_fst.search(automaton).into_stream();
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while let Some(prefix) = matching_prefixes.next() {
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let prefix = str::from_utf8(prefix)?;
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// iter over all prefixes in the prefix fst.
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let mut word_stream = prefix_fst.stream();
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while let Some(prefix_bytes) = word_stream.next() {
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let prefix = str::from_utf8(prefix_bytes).map_err(|_| {
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SerializationError::Decoding { db_name: Some(WORDS_PREFIXES_FST_KEY) }
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})?;
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// iter over all lines of the DB where the key is prefixed by the current prefix.
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let mut iter = db
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.remap_key_type::<ByteSlice>()
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.prefix_iter(self.wtxn, &prefix_bytes)?
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.remap_key_type::<StrLevelPositionCodec>();
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while let Some(((_word, level, left, right), data)) = iter.next().transpose()? {
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// if level is 0, we push the line in the sorter
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// replacing the complete word by the prefix.
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if level == TreeLevel::min_value() {
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let key = (prefix, level, left, right);
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let bytes = StrLevelPositionCodec::bytes_encode(&key).unwrap();
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word_prefix_level_positions_docids_sorter.insert(bytes, data)?;
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