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https://github.com/meilisearch/MeiliSearch
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Merge pull request #34 from meilisearch/speedup-indexing
Write the words pairs proximities directly into LMDB to speedup indexing
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commit
8a4794fc51
@ -325,7 +325,6 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
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enum DatabaseType {
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Main,
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WordDocids,
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WordsPairsProximitiesDocids,
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}
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let searchable_fields: HashSet<_> = match self.index.searchable_fields(self.wtxn)? {
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@ -352,7 +351,7 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
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},
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};
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let (receiver, docid_word_positions_readers, documents_readers) = pool.install(|| {
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let readers = pool.install(|| {
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let num_threads = rayon::current_num_threads();
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let max_memory_by_job = max_memory.map(|mm| mm / num_threads);
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@ -405,18 +404,13 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
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// The enum and the channel which is used to transfert
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// the readers merges potentially done on another thread.
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let (sender, receiver) = sync_channel(3);
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let (sender, receiver) = sync_channel(2);
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debug!("Merging the main, word docids and words pairs proximity docids in parallel...");
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rayon::spawn(move || {
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vec![
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(DatabaseType::Main, main_readers, main_merge as MergeFn),
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(DatabaseType::WordDocids, word_docids_readers, word_docids_merge),
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(
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DatabaseType::WordsPairsProximitiesDocids,
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words_pairs_proximities_docids_readers,
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words_pairs_proximities_docids_merge,
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),
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]
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.into_par_iter()
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.for_each(|(dbtype, readers, merge)| {
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@ -427,9 +421,21 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
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});
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});
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Ok((receiver, docid_word_positions_readers, documents_readers)) as anyhow::Result<_>
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Ok((
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receiver,
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docid_word_positions_readers,
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documents_readers,
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words_pairs_proximities_docids_readers,
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)) as anyhow::Result<_>
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})?;
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let (
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receiver,
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docid_word_positions_readers,
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documents_readers,
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words_pairs_proximities_docids_readers,
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) = readers;
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let mut documents_ids = self.index.documents_ids(self.wtxn)?;
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let contains_documents = !documents_ids.is_empty();
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let write_method = if contains_documents {
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@ -472,6 +478,15 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
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write_method
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)?;
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debug!("Writing the words pairs proximities docids into LMDB on disk...");
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merge_into_lmdb_database(
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self.wtxn,
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*self.index.word_pair_proximity_docids.as_polymorph(),
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words_pairs_proximities_docids_readers,
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words_pairs_proximities_docids_merge,
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write_method,
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)?;
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for (db_type, result) in receiver {
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let content = result?;
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match db_type {
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@ -496,17 +511,6 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
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write_method,
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)?;
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},
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DatabaseType::WordsPairsProximitiesDocids => {
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debug!("Writing the words pairs proximities docids into LMDB on disk...");
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let db = *self.index.word_pair_proximity_docids.as_polymorph();
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write_into_lmdb_database(
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self.wtxn,
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db,
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content,
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words_pairs_proximities_docids_merge,
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write_method,
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)?;
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},
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}
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}
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