mirror of
https://github.com/meilisearch/MeiliSearch
synced 2024-11-30 00:34:26 +01:00
1997 lines
71 KiB
Rust
1997 lines
71 KiB
Rust
mod datasets_paths;
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mod utils;
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use std::fs::{create_dir_all, remove_dir_all};
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use std::path::Path;
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use bumpalo::Bump;
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use criterion::{criterion_group, criterion_main, Criterion};
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use milli::documents::PrimaryKey;
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use milli::heed::{EnvOpenOptions, RwTxn};
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use milli::update::new::indexer;
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use milli::update::{IndexDocumentsMethod, IndexerConfig, Settings};
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use milli::vector::EmbeddingConfigs;
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use milli::Index;
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use rand::seq::SliceRandom;
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use rand_chacha::rand_core::SeedableRng;
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use roaring::RoaringBitmap;
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#[global_allocator]
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static ALLOC: mimalloc::MiMalloc = mimalloc::MiMalloc;
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const BENCHMARK_ITERATION: usize = 10;
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fn setup_dir(path: impl AsRef<Path>) {
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match remove_dir_all(path.as_ref()) {
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Ok(_) => (),
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Err(e) if e.kind() == std::io::ErrorKind::NotFound => (),
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Err(e) => panic!("{}", e),
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}
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create_dir_all(path).unwrap();
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}
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fn setup_index() -> Index {
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let path = "benches.mmdb";
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setup_dir(path);
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let mut options = EnvOpenOptions::new();
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options.map_size(100 * 1024 * 1024 * 1024); // 100 GB
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options.max_readers(100);
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Index::new(options, path).unwrap()
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}
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fn setup_settings<'t>(
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wtxn: &mut RwTxn<'t>,
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index: &'t Index,
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primary_key: &str,
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searchable_fields: &[&str],
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filterable_fields: &[&str],
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sortable_fields: &[&str],
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) {
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let config = IndexerConfig::default();
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let mut builder = Settings::new(wtxn, index, &config);
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builder.set_primary_key(primary_key.to_owned());
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let searchable_fields = searchable_fields.iter().map(|s| s.to_string()).collect();
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builder.set_searchable_fields(searchable_fields);
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let filterable_fields = filterable_fields.iter().map(|s| s.to_string()).collect();
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builder.set_filterable_fields(filterable_fields);
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let sortable_fields = sortable_fields.iter().map(|s| s.to_string()).collect();
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builder.set_sortable_fields(sortable_fields);
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builder.execute(|_| (), || false).unwrap();
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}
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fn setup_index_with_settings(
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primary_key: &str,
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searchable_fields: &[&str],
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filterable_fields: &[&str],
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sortable_fields: &[&str],
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) -> milli::Index {
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let index = setup_index();
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let mut wtxn = index.write_txn().unwrap();
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setup_settings(
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&mut wtxn,
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&index,
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primary_key,
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searchable_fields,
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filterable_fields,
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sortable_fields,
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);
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wtxn.commit().unwrap();
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index
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}
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fn choose_document_ids_from_index_batched(
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index: &Index,
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count: usize,
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batch_size: usize,
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) -> Vec<RoaringBitmap> {
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let rtxn = index.read_txn().unwrap();
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// create batch of document ids to delete
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let mut rng = rand_chacha::ChaCha8Rng::seed_from_u64(7700);
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let document_ids: Vec<_> = index.documents_ids(&rtxn).unwrap().into_iter().collect();
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let document_ids_to_delete: Vec<_> =
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document_ids.choose_multiple(&mut rng, count).map(Clone::clone).collect();
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document_ids_to_delete
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.chunks(batch_size)
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.map(|c| {
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let mut batch = RoaringBitmap::new();
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for id in c {
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batch.insert(*id);
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}
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batch
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})
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.collect()
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}
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fn indexing_songs_default(c: &mut Criterion) {
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let mut group = c.benchmark_group("indexing");
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group.sample_size(BENCHMARK_ITERATION);
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group.bench_function("Indexing songs with default settings", |b| {
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b.iter_with_setup(
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move || {
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let primary_key = "id";
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let searchable_fields = ["title", "album", "artist"];
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let filterable_fields =
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["released-timestamp", "duration-float", "genre", "country", "artist"];
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let sortable_fields = [];
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setup_index_with_settings(
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primary_key,
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&searchable_fields,
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&filterable_fields,
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&sortable_fields,
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)
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},
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move |index| {
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let config = IndexerConfig::default();
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let mut wtxn = index.write_txn().unwrap();
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let rtxn = index.read_txn().unwrap();
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let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
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let mut new_fields_ids_map = db_fields_ids_map.clone();
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let mut indexer =
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indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
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let documents = utils::documents_from(datasets_paths::SMOL_SONGS, "csv");
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indexer.add_documents(&documents).unwrap();
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let indexer_alloc = Bump::new();
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let (document_changes, _operation_stats, primary_key) = indexer
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.into_changes(
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&indexer_alloc,
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&index,
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&rtxn,
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None,
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&mut new_fields_ids_map,
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&|| false,
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)
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.unwrap();
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indexer::index(
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&mut wtxn,
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&index,
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config.grenad_parameters(),
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&db_fields_ids_map,
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new_fields_ids_map,
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primary_key,
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&document_changes,
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EmbeddingConfigs::default(),
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&|| false,
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&|_| (),
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)
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.unwrap();
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wtxn.commit().unwrap();
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drop(rtxn);
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index.prepare_for_closing().wait();
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},
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)
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});
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}
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fn reindexing_songs_default(c: &mut Criterion) {
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let mut group = c.benchmark_group("indexing");
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group.sample_size(BENCHMARK_ITERATION);
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group.bench_function("Reindexing songs with default settings", |b| {
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b.iter_with_setup(
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move || {
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let primary_key = "id";
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let searchable_fields = ["title", "album", "artist"];
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let filterable_fields =
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["released-timestamp", "duration-float", "genre", "country", "artist"];
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let sortable_fields = [];
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let index = setup_index_with_settings(
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primary_key,
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&searchable_fields,
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&filterable_fields,
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&sortable_fields,
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);
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let config = IndexerConfig::default();
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let mut wtxn = index.write_txn().unwrap();
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let rtxn = index.read_txn().unwrap();
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let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
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let mut new_fields_ids_map = db_fields_ids_map.clone();
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let mut indexer =
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indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
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let documents = utils::documents_from(datasets_paths::SMOL_SONGS, "csv");
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indexer.add_documents(&documents).unwrap();
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let indexer_alloc = Bump::new();
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let (document_changes, _operation_stats, primary_key) = indexer
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.into_changes(
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&indexer_alloc,
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&index,
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&rtxn,
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None,
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&mut new_fields_ids_map,
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&|| false,
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)
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.unwrap();
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indexer::index(
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&mut wtxn,
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&index,
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config.grenad_parameters(),
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&db_fields_ids_map,
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new_fields_ids_map,
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primary_key,
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&document_changes,
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EmbeddingConfigs::default(),
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&|| false,
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&|_| (),
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)
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.unwrap();
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wtxn.commit().unwrap();
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drop(rtxn);
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index
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},
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move |index| {
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let config = IndexerConfig::default();
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let mut wtxn = index.write_txn().unwrap();
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let rtxn = index.read_txn().unwrap();
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let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
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let mut new_fields_ids_map = db_fields_ids_map.clone();
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let mut indexer =
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indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
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let documents = utils::documents_from(datasets_paths::SMOL_SONGS, "csv");
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indexer.add_documents(&documents).unwrap();
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let indexer_alloc = Bump::new();
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let (document_changes, _operation_stats, primary_key) = indexer
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.into_changes(
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&indexer_alloc,
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&index,
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&rtxn,
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None,
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&mut new_fields_ids_map,
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&|| false,
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)
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.unwrap();
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indexer::index(
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&mut wtxn,
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&index,
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config.grenad_parameters(),
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&db_fields_ids_map,
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new_fields_ids_map,
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primary_key,
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&document_changes,
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EmbeddingConfigs::default(),
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&|| false,
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&|_| (),
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)
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.unwrap();
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wtxn.commit().unwrap();
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drop(rtxn);
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index.prepare_for_closing().wait();
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},
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)
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});
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}
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fn deleting_songs_in_batches_default(c: &mut Criterion) {
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let mut group = c.benchmark_group("indexing");
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group.sample_size(BENCHMARK_ITERATION);
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group.bench_function("-songs-delete-facetedString-facetedNumber-searchable-", |b| {
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b.iter_with_setup(
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move || {
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let primary_key = "id";
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let searchable_fields = ["title", "album", "artist"];
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let filterable_fields =
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["released-timestamp", "duration-float", "genre", "country", "artist"];
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let sortable_fields = [];
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let index = setup_index_with_settings(
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primary_key,
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&searchable_fields,
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&filterable_fields,
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&sortable_fields,
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);
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// We index only one half of the dataset in the setup part
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// as we don't care about the time it takes.
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let config = IndexerConfig::default();
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let mut wtxn = index.write_txn().unwrap();
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let rtxn = index.read_txn().unwrap();
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let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
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let mut new_fields_ids_map = db_fields_ids_map.clone();
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let mut indexer =
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indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
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let documents = utils::documents_from(datasets_paths::SMOL_SONGS, "csv");
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indexer.add_documents(&documents).unwrap();
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let indexer_alloc = Bump::new();
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let (document_changes, _operation_stats, primary_key) = indexer
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.into_changes(
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&indexer_alloc,
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&index,
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&rtxn,
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None,
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&mut new_fields_ids_map,
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&|| false,
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)
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.unwrap();
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indexer::index(
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&mut wtxn,
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&index,
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config.grenad_parameters(),
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&db_fields_ids_map,
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new_fields_ids_map,
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primary_key,
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&document_changes,
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EmbeddingConfigs::default(),
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&|| false,
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&|_| (),
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)
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.unwrap();
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wtxn.commit().unwrap();
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drop(rtxn);
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let count = 1250;
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let batch_size = 250;
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let document_ids_to_delete =
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choose_document_ids_from_index_batched(&index, count, batch_size);
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(index, document_ids_to_delete)
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},
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move |(index, document_ids_to_delete)| {
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delete_documents_from_ids(index, document_ids_to_delete)
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},
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)
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});
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}
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fn indexing_songs_in_three_batches_default(c: &mut Criterion) {
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let mut group = c.benchmark_group("indexing");
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group.sample_size(BENCHMARK_ITERATION);
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group.bench_function("Indexing songs in three batches with default settings", |b| {
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b.iter_with_setup(
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move || {
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let primary_key = "id";
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let searchable_fields = ["title", "album", "artist"];
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let filterable_fields =
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["released-timestamp", "duration-float", "genre", "country", "artist"];
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let sortable_fields = [];
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let index = setup_index_with_settings(
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primary_key,
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&searchable_fields,
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&filterable_fields,
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&sortable_fields,
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);
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// We index only one half of the dataset in the setup part
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// as we don't care about the time it takes.
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let config = IndexerConfig::default();
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let mut wtxn = index.write_txn().unwrap();
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let rtxn = index.read_txn().unwrap();
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let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
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let mut new_fields_ids_map = db_fields_ids_map.clone();
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let mut indexer =
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indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
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let documents = utils::documents_from(datasets_paths::SMOL_SONGS_1_2, "csv");
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indexer.add_documents(&documents).unwrap();
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let indexer_alloc = Bump::new();
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let (document_changes, _operation_stats, primary_key) = indexer
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.into_changes(
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&indexer_alloc,
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&index,
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&rtxn,
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None,
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&mut new_fields_ids_map,
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&|| false,
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)
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.unwrap();
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indexer::index(
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&mut wtxn,
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&index,
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config.grenad_parameters(),
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&db_fields_ids_map,
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new_fields_ids_map,
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primary_key,
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&document_changes,
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EmbeddingConfigs::default(),
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&|| false,
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&|_| (),
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)
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.unwrap();
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wtxn.commit().unwrap();
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drop(rtxn);
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index
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},
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move |index| {
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let config = IndexerConfig::default();
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let mut wtxn = index.write_txn().unwrap();
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let rtxn = index.read_txn().unwrap();
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let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
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let mut new_fields_ids_map = db_fields_ids_map.clone();
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let mut indexer =
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indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
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let documents = utils::documents_from(datasets_paths::SMOL_SONGS_3_4, "csv");
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indexer.add_documents(&documents).unwrap();
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let indexer_alloc = Bump::new();
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let (document_changes, _operation_stats, primary_key) = indexer
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.into_changes(
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&indexer_alloc,
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&index,
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&rtxn,
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None,
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&mut new_fields_ids_map,
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&|| false,
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)
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.unwrap();
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indexer::index(
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&mut wtxn,
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&index,
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config.grenad_parameters(),
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&db_fields_ids_map,
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new_fields_ids_map,
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primary_key,
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&document_changes,
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EmbeddingConfigs::default(),
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&|| false,
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&|_| (),
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)
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.unwrap();
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wtxn.commit().unwrap();
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drop(rtxn);
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let mut wtxn = index.write_txn().unwrap();
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let rtxn = index.read_txn().unwrap();
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let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
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let mut new_fields_ids_map = db_fields_ids_map.clone();
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let mut indexer =
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indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
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let documents = utils::documents_from(datasets_paths::SMOL_SONGS_4_4, "csv");
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indexer.add_documents(&documents).unwrap();
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let indexer_alloc = Bump::new();
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let (document_changes, _operation_stats, primary_key) = indexer
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.into_changes(
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&indexer_alloc,
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&index,
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&rtxn,
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None,
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&mut new_fields_ids_map,
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&|| false,
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)
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.unwrap();
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indexer::index(
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&mut wtxn,
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&index,
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config.grenad_parameters(),
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&db_fields_ids_map,
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new_fields_ids_map,
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primary_key,
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&document_changes,
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EmbeddingConfigs::default(),
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&|| false,
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&|_| (),
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)
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.unwrap();
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wtxn.commit().unwrap();
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drop(rtxn);
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index.prepare_for_closing().wait();
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},
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)
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});
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}
|
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|
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fn indexing_songs_without_faceted_numbers(c: &mut Criterion) {
|
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let mut group = c.benchmark_group("indexing");
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group.sample_size(BENCHMARK_ITERATION);
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group.bench_function("Indexing songs without faceted numbers", |b| {
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b.iter_with_setup(
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move || {
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let primary_key = "id";
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let searchable_fields = ["title", "album", "artist"];
|
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let filterable_fields = ["genre", "country", "artist"];
|
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let sortable_fields = [];
|
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|
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setup_index_with_settings(
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primary_key,
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&searchable_fields,
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&filterable_fields,
|
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&sortable_fields,
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)
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},
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move |index| {
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let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::SMOL_SONGS, "csv");
|
|
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index.prepare_for_closing().wait();
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn indexing_songs_without_faceted_fields(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("Indexing songs without any facets", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "id";
|
|
let searchable_fields = ["title", "album", "artist"];
|
|
let filterable_fields = [];
|
|
let sortable_fields = [];
|
|
|
|
setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
)
|
|
},
|
|
move |index| {
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::SMOL_SONGS, "csv");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index.prepare_for_closing().wait();
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn indexing_wiki(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("Indexing wiki", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "id";
|
|
let searchable_fields = ["title", "body"];
|
|
let filterable_fields = [];
|
|
let sortable_fields = [];
|
|
|
|
setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
)
|
|
},
|
|
move |index| {
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::SMOL_WIKI_ARTICLES, "csv");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index.prepare_for_closing().wait();
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn reindexing_wiki(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("Reindexing wiki", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "id";
|
|
let searchable_fields = ["title", "body"];
|
|
let filterable_fields = [];
|
|
let sortable_fields = [];
|
|
|
|
let index = setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
);
|
|
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::SMOL_WIKI_ARTICLES, "csv");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index
|
|
},
|
|
move |index| {
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::SMOL_WIKI_ARTICLES, "csv");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index.prepare_for_closing().wait();
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn deleting_wiki_in_batches_default(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("-wiki-delete-searchable-", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "id";
|
|
let searchable_fields = ["title", "body"];
|
|
let filterable_fields = [];
|
|
let sortable_fields = [];
|
|
|
|
let index = setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
);
|
|
|
|
// We index only one half of the dataset in the setup part
|
|
// as we don't care about the time it takes.
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::SMOL_WIKI_ARTICLES, "csv");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
let count = 1250;
|
|
let batch_size = 250;
|
|
let document_ids_to_delete =
|
|
choose_document_ids_from_index_batched(&index, count, batch_size);
|
|
|
|
(index, document_ids_to_delete)
|
|
},
|
|
move |(index, document_ids_to_delete)| {
|
|
delete_documents_from_ids(index, document_ids_to_delete)
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn indexing_wiki_in_three_batches(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("Indexing wiki in three batches", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "id";
|
|
let searchable_fields = ["title", "body"];
|
|
let filterable_fields = [];
|
|
let sortable_fields = [];
|
|
|
|
let index = setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
);
|
|
|
|
// We index only one half of the dataset in the setup part
|
|
// as we don't care about the time it takes.
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents =
|
|
utils::documents_from(datasets_paths::SMOL_WIKI_ARTICLES_1_2, "csv");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index
|
|
},
|
|
move |index| {
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents =
|
|
utils::documents_from(datasets_paths::SMOL_WIKI_ARTICLES_3_4, "csv");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents =
|
|
utils::documents_from(datasets_paths::SMOL_WIKI_ARTICLES_4_4, "csv");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index.prepare_for_closing().wait();
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn indexing_movies_default(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("Indexing movies with default settings", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "id";
|
|
let searchable_fields = ["title", "overview"];
|
|
let filterable_fields = ["release_date", "genres"];
|
|
let sortable_fields = [];
|
|
|
|
setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
)
|
|
},
|
|
move |index| {
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::MOVIES, "json");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index.prepare_for_closing().wait();
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn reindexing_movies_default(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("Reindexing movies with default settings", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "id";
|
|
let searchable_fields = ["title", "overview"];
|
|
let filterable_fields = ["release_date", "genres"];
|
|
let sortable_fields = [];
|
|
|
|
let index = setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
);
|
|
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::MOVIES, "json");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index
|
|
},
|
|
move |index| {
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::MOVIES, "json");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index.prepare_for_closing().wait();
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn deleting_movies_in_batches_default(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("-movies-delete-facetedString-facetedNumber-searchable-", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "id";
|
|
let searchable_fields = ["title", "overview"];
|
|
let filterable_fields = ["release_date", "genres"];
|
|
let sortable_fields = [];
|
|
|
|
let index = setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
);
|
|
|
|
// We index only one half of the dataset in the setup part
|
|
// as we don't care about the time it takes.
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::MOVIES, "json");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
let count = 1250;
|
|
let batch_size = 250;
|
|
let document_ids_to_delete =
|
|
choose_document_ids_from_index_batched(&index, count, batch_size);
|
|
|
|
(index, document_ids_to_delete)
|
|
},
|
|
move |(index, document_ids_to_delete)| {
|
|
delete_documents_from_ids(index, document_ids_to_delete)
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn delete_documents_from_ids(index: Index, document_ids_to_delete: Vec<RoaringBitmap>) {
|
|
let config = IndexerConfig::default();
|
|
for ids in document_ids_to_delete {
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let new_fields_ids_map = db_fields_ids_map.clone();
|
|
let primary_key = index.primary_key(&rtxn).unwrap().unwrap();
|
|
let primary_key = PrimaryKey::new(primary_key, &db_fields_ids_map).unwrap();
|
|
|
|
let mut indexer = indexer::DocumentDeletion::new();
|
|
indexer.delete_documents_by_docids(ids);
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let document_changes = indexer.into_changes(&indexer_alloc, primary_key);
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
Some(primary_key),
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
}
|
|
|
|
index.prepare_for_closing().wait();
|
|
}
|
|
|
|
fn indexing_movies_in_three_batches(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("Indexing movies in three batches", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "id";
|
|
let searchable_fields = ["title", "overview"];
|
|
let filterable_fields = ["release_date", "genres"];
|
|
let sortable_fields = [];
|
|
|
|
let index = setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
);
|
|
|
|
// We index only one half of the dataset in the setup part
|
|
// as we don't care about the time it takes.
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::MOVIES_1_2, "json");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index
|
|
},
|
|
move |index| {
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::MOVIES_3_4, "json");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::MOVIES_4_4, "json");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index.prepare_for_closing().wait();
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn indexing_nested_movies_default(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("Indexing nested movies with default settings", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "id";
|
|
let searchable_fields = [
|
|
"title",
|
|
"overview",
|
|
"provider_names",
|
|
"genres",
|
|
"crew.name",
|
|
"cast.character",
|
|
"cast.name",
|
|
];
|
|
let filterable_fields = [
|
|
"popularity",
|
|
"release_date",
|
|
"runtime",
|
|
"vote_average",
|
|
"external_ids",
|
|
"keywords",
|
|
"providers.buy.name",
|
|
"providers.rent.name",
|
|
"providers.flatrate.name",
|
|
"provider_names",
|
|
"genres",
|
|
"crew.name",
|
|
"cast.character",
|
|
"cast.name",
|
|
];
|
|
let sortable_fields = ["popularity", "runtime", "vote_average", "release_date"];
|
|
|
|
setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
)
|
|
},
|
|
move |index| {
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::NESTED_MOVIES, "json");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index.prepare_for_closing().wait();
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn deleting_nested_movies_in_batches_default(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("-movies-delete-facetedString-facetedNumber-searchable-nested-", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "id";
|
|
let searchable_fields = [
|
|
"title",
|
|
"overview",
|
|
"provider_names",
|
|
"genres",
|
|
"crew.name",
|
|
"cast.character",
|
|
"cast.name",
|
|
];
|
|
let filterable_fields = [
|
|
"popularity",
|
|
"release_date",
|
|
"runtime",
|
|
"vote_average",
|
|
"external_ids",
|
|
"keywords",
|
|
"providers.buy.name",
|
|
"providers.rent.name",
|
|
"providers.flatrate.name",
|
|
"provider_names",
|
|
"genres",
|
|
"crew.name",
|
|
"cast.character",
|
|
"cast.name",
|
|
];
|
|
let sortable_fields = ["popularity", "runtime", "vote_average", "release_date"];
|
|
|
|
let index = setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
);
|
|
|
|
// We index only one half of the dataset in the setup part
|
|
// as we don't care about the time it takes.
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::NESTED_MOVIES, "json");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
let count = 1250;
|
|
let batch_size = 250;
|
|
let document_ids_to_delete =
|
|
choose_document_ids_from_index_batched(&index, count, batch_size);
|
|
|
|
(index, document_ids_to_delete)
|
|
},
|
|
move |(index, document_ids_to_delete)| {
|
|
delete_documents_from_ids(index, document_ids_to_delete)
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn indexing_nested_movies_without_faceted_fields(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("Indexing nested movies without any facets", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "id";
|
|
let searchable_fields = [
|
|
"title",
|
|
"overview",
|
|
"provider_names",
|
|
"genres",
|
|
"crew.name",
|
|
"cast.character",
|
|
"cast.name",
|
|
];
|
|
let filterable_fields = [];
|
|
let sortable_fields = [];
|
|
|
|
setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
)
|
|
},
|
|
move |index| {
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::NESTED_MOVIES, "json");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index.prepare_for_closing().wait();
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn indexing_geo(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("Indexing geo_point", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "geonameid";
|
|
let searchable_fields = ["name", "alternatenames", "elevation"];
|
|
let filterable_fields = ["_geo", "population", "elevation"];
|
|
let sortable_fields = ["_geo", "population", "elevation"];
|
|
|
|
setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
)
|
|
},
|
|
move |index| {
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::SMOL_ALL_COUNTRIES, "jsonl");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index.prepare_for_closing().wait();
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn reindexing_geo(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("Reindexing geo_point", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "geonameid";
|
|
let searchable_fields = ["name", "alternatenames", "elevation"];
|
|
let filterable_fields = ["_geo", "population", "elevation"];
|
|
let sortable_fields = ["_geo", "population", "elevation"];
|
|
|
|
let index = setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
);
|
|
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::SMOL_ALL_COUNTRIES, "jsonl");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index
|
|
},
|
|
move |index| {
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::SMOL_ALL_COUNTRIES, "jsonl");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
index.prepare_for_closing().wait();
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
fn deleting_geo_in_batches_default(c: &mut Criterion) {
|
|
let mut group = c.benchmark_group("indexing");
|
|
group.sample_size(BENCHMARK_ITERATION);
|
|
group.bench_function("-geo-delete-facetedNumber-facetedGeo-searchable-", |b| {
|
|
b.iter_with_setup(
|
|
move || {
|
|
let primary_key = "geonameid";
|
|
let searchable_fields = ["name", "alternatenames", "elevation"];
|
|
let filterable_fields = ["_geo", "population", "elevation"];
|
|
let sortable_fields = ["_geo", "population", "elevation"];
|
|
|
|
let index = setup_index_with_settings(
|
|
primary_key,
|
|
&searchable_fields,
|
|
&filterable_fields,
|
|
&sortable_fields,
|
|
);
|
|
|
|
// We index only one half of the dataset in the setup part
|
|
// as we don't care about the time it takes.
|
|
let config = IndexerConfig::default();
|
|
let mut wtxn = index.write_txn().unwrap();
|
|
let rtxn = index.read_txn().unwrap();
|
|
let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
|
|
let mut new_fields_ids_map = db_fields_ids_map.clone();
|
|
|
|
let mut indexer =
|
|
indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);
|
|
let documents = utils::documents_from(datasets_paths::SMOL_ALL_COUNTRIES, "jsonl");
|
|
indexer.add_documents(&documents).unwrap();
|
|
|
|
let indexer_alloc = Bump::new();
|
|
let (document_changes, _operation_stats, primary_key) = indexer
|
|
.into_changes(
|
|
&indexer_alloc,
|
|
&index,
|
|
&rtxn,
|
|
None,
|
|
&mut new_fields_ids_map,
|
|
&|| false,
|
|
)
|
|
.unwrap();
|
|
|
|
indexer::index(
|
|
&mut wtxn,
|
|
&index,
|
|
config.grenad_parameters(),
|
|
&db_fields_ids_map,
|
|
new_fields_ids_map,
|
|
primary_key,
|
|
&document_changes,
|
|
EmbeddingConfigs::default(),
|
|
&|| false,
|
|
&|_| (),
|
|
)
|
|
.unwrap();
|
|
|
|
wtxn.commit().unwrap();
|
|
drop(rtxn);
|
|
|
|
let count = 1250;
|
|
let batch_size = 250;
|
|
let document_ids_to_delete =
|
|
choose_document_ids_from_index_batched(&index, count, batch_size);
|
|
|
|
(index, document_ids_to_delete)
|
|
},
|
|
move |(index, document_ids_to_delete)| {
|
|
delete_documents_from_ids(index, document_ids_to_delete)
|
|
},
|
|
)
|
|
});
|
|
}
|
|
|
|
criterion_group!(
|
|
benches,
|
|
indexing_songs_default,
|
|
reindexing_songs_default,
|
|
deleting_songs_in_batches_default,
|
|
indexing_songs_without_faceted_numbers,
|
|
indexing_songs_without_faceted_fields,
|
|
indexing_songs_in_three_batches_default,
|
|
indexing_wiki,
|
|
reindexing_wiki,
|
|
deleting_wiki_in_batches_default,
|
|
indexing_wiki_in_three_batches,
|
|
indexing_movies_default,
|
|
reindexing_movies_default,
|
|
deleting_movies_in_batches_default,
|
|
indexing_movies_in_three_batches,
|
|
indexing_nested_movies_default,
|
|
deleting_nested_movies_in_batches_default,
|
|
indexing_nested_movies_without_faceted_fields,
|
|
indexing_geo,
|
|
reindexing_geo,
|
|
deleting_geo_in_batches_default
|
|
);
|
|
criterion_main!(benches);
|