MeiliSearch/benchmarks/benches/indexing.rs

mod datasets_paths;

use std::fs::{create_dir_all, remove_dir_all, File};
use std::path::Path;

use criterion::{criterion_group, criterion_main, Criterion};
use heed::EnvOpenOptions;
use milli::update::{IndexDocumentsMethod, UpdateBuilder, UpdateFormat};
use milli::Index;

#[cfg(target_os = "linux")]
#[global_allocator]
static ALLOC: jemallocator::Jemalloc = jemallocator::Jemalloc;

fn setup_dir(path: impl AsRef<Path>) {
    match remove_dir_all(path.as_ref()) {
        Ok(_) => (),
        Err(e) if e.kind() == std::io::ErrorKind::NotFound => (),
        Err(e) => panic!("{}", e),
    }
    create_dir_all(path).unwrap();
}

fn setup_index() -> Index {
    let path = "benches.mmdb";
    setup_dir(&path);
    let mut options = EnvOpenOptions::new();
    options.map_size(100 * 1024 * 1024 * 1024); // 100 GB
    options.max_readers(10);
    Index::new(options, path).unwrap()
}

fn indexing_songs_default(c: &mut Criterion) {
    let index = setup_index();

    let update_builder = UpdateBuilder::new(0);
    let mut wtxn = index.write_txn().unwrap();
    let mut builder = update_builder.settings(&mut wtxn, &index);

    builder.set_primary_key("id".to_owned());
    let displayed_fields = ["title", "album", "artist", "genre", "country", "released", "duration"]
        .iter()
        .map(|s| s.to_string())
        .collect();
    builder.set_displayed_fields(displayed_fields);

    let searchable_fields = ["title", "album", "artist"].iter().map(|s| s.to_string()).collect();
    builder.set_searchable_fields(searchable_fields);

    let faceted_fields = ["released-timestamp", "duration-float", "genre", "country", "artist"]
        .iter()
        .map(|s| s.to_string())
        .collect();
    builder.set_filterable_fields(faceted_fields);
    builder.execute(|_, _| ()).unwrap();
    wtxn.commit().unwrap();

    let index_ref = &index;

    let mut group = c.benchmark_group("indexing");
    group.sample_size(10);
    group.bench_function("Indexing songs with default settings", |b| {
        b.iter_with_setup(
            move || {
                let update_builder = UpdateBuilder::new(0);
                let mut wtxn = index_ref.write_txn().unwrap();
                let builder = update_builder.delete_documents(&mut wtxn, index_ref).unwrap();
                builder.execute().unwrap();
                wtxn.commit().unwrap();
                ()
            },
            move |_| {
                let update_builder = UpdateBuilder::new(0);
                let mut wtxn = index_ref.write_txn().unwrap();
                let mut builder = update_builder.index_documents(&mut wtxn, index_ref);

                builder.update_format(UpdateFormat::Csv);
                builder.index_documents_method(IndexDocumentsMethod::ReplaceDocuments);
                let reader = File::open(datasets_paths::SMOL_SONGS).expect(&format!(
                    "could not find the dataset in: {}",
                    datasets_paths::SMOL_SONGS
                ));
                builder.execute(reader, |_, _| ()).unwrap();
                wtxn.commit().unwrap();
            },
        )
    });

    index.prepare_for_closing().wait();
}

fn indexing_songs_without_faceted_numbers(c: &mut Criterion) {
    let index = setup_index();

    let update_builder = UpdateBuilder::new(0);
    let mut wtxn = index.write_txn().unwrap();
    let mut builder = update_builder.settings(&mut wtxn, &index);

    builder.set_primary_key("id".to_owned());
    let displayed_fields = ["title", "album", "artist", "genre", "country", "released", "duration"]
        .iter()
        .map(|s| s.to_string())
        .collect();
    builder.set_displayed_fields(displayed_fields);

    let searchable_fields = ["title", "album", "artist"].iter().map(|s| s.to_string()).collect();
    builder.set_searchable_fields(searchable_fields);

    let faceted_fields = ["genre", "country", "artist"].iter().map(|s| s.to_string()).collect();
    builder.set_filterable_fields(faceted_fields);
    builder.execute(|_, _| ()).unwrap();
    wtxn.commit().unwrap();

    let index_ref = &index;

    let mut group = c.benchmark_group("indexing");
    group.sample_size(10);
    group.bench_function("Indexing songs without faceted numbers", |b| {
        b.iter_with_setup(
            move || {
                let update_builder = UpdateBuilder::new(0);
                let mut wtxn = index_ref.write_txn().unwrap();
                let builder = update_builder.delete_documents(&mut wtxn, index_ref).unwrap();
                builder.execute().unwrap();
                wtxn.commit().unwrap();
                ()
            },
            move |_| {
                let update_builder = UpdateBuilder::new(0);
                let mut wtxn = index_ref.write_txn().unwrap();
                let mut builder = update_builder.index_documents(&mut wtxn, index_ref);

                builder.update_format(UpdateFormat::Csv);
                builder.index_documents_method(IndexDocumentsMethod::ReplaceDocuments);
                let reader = File::open(datasets_paths::SMOL_SONGS).expect(&format!(
                    "could not find the dataset in: {}",
                    datasets_paths::SMOL_SONGS
                ));
                builder.execute(reader, |_, _| ()).unwrap();
                wtxn.commit().unwrap();
            },
        )
    });
    index.prepare_for_closing().wait();
}

fn indexing_songs_without_faceted_fields(c: &mut Criterion) {
    let index = setup_index();

    let update_builder = UpdateBuilder::new(0);
    let mut wtxn = index.write_txn().unwrap();
    let mut builder = update_builder.settings(&mut wtxn, &index);

    builder.set_primary_key("id".to_owned());
    let displayed_fields = ["title", "album", "artist", "genre", "country", "released", "duration"]
        .iter()
        .map(|s| s.to_string())
        .collect();
    builder.set_displayed_fields(displayed_fields);

    let searchable_fields = ["title", "album", "artist"].iter().map(|s| s.to_string()).collect();
    builder.set_searchable_fields(searchable_fields);
    builder.execute(|_, _| ()).unwrap();
    wtxn.commit().unwrap();

    let index_ref = &index;

    let mut group = c.benchmark_group("indexing");
    group.sample_size(10);
    group.bench_function("Indexing songs without any facets", |b| {
        b.iter_with_setup(
            move || {
                let update_builder = UpdateBuilder::new(0);
                let mut wtxn = index_ref.write_txn().unwrap();
                let builder = update_builder.delete_documents(&mut wtxn, index_ref).unwrap();
                builder.execute().unwrap();
                wtxn.commit().unwrap();
                ()
            },
            move |_| {
                let update_builder = UpdateBuilder::new(0);
                let mut wtxn = index_ref.write_txn().unwrap();
                let mut builder = update_builder.index_documents(&mut wtxn, index_ref);

                builder.update_format(UpdateFormat::Csv);
                builder.index_documents_method(IndexDocumentsMethod::ReplaceDocuments);
                let reader = File::open(datasets_paths::SMOL_SONGS).expect(&format!(
                    "could not find the dataset in: {}",
                    datasets_paths::SMOL_SONGS
                ));
                builder.execute(reader, |_, _| ()).unwrap();
                wtxn.commit().unwrap();
            },
        )
    });
    index.prepare_for_closing().wait();
}

fn indexing_wiki(c: &mut Criterion) {
    let index = setup_index();

    let update_builder = UpdateBuilder::new(0);
    let mut wtxn = index.write_txn().unwrap();
    let mut builder = update_builder.settings(&mut wtxn, &index);

    builder.set_primary_key("id".to_owned());
    let displayed_fields = ["title", "body", "url"].iter().map(|s| s.to_string()).collect();
    builder.set_displayed_fields(displayed_fields);

    let searchable_fields = ["title", "body"].iter().map(|s| s.to_string()).collect();
    builder.set_searchable_fields(searchable_fields);

    // there is NO faceted fields at all

    builder.execute(|_, _| ()).unwrap();
    wtxn.commit().unwrap();

    let index_ref = &index;

    let mut group = c.benchmark_group("indexing");
    group.sample_size(10);
    group.bench_function("Indexing wiki", |b| {
        b.iter_with_setup(
            move || {
                let update_builder = UpdateBuilder::new(0);
                let mut wtxn = index_ref.write_txn().unwrap();
                let builder = update_builder.delete_documents(&mut wtxn, index_ref).unwrap();
                builder.execute().unwrap();
                wtxn.commit().unwrap();
                ()
            },
            move |_| {
                let update_builder = UpdateBuilder::new(0);
                let mut wtxn = index_ref.write_txn().unwrap();
                let mut builder = update_builder.index_documents(&mut wtxn, index_ref);

                builder.update_format(UpdateFormat::Csv);
                builder.index_documents_method(IndexDocumentsMethod::ReplaceDocuments);
                let reader = File::open(datasets_paths::SMOL_WIKI_ARTICLES).expect(&format!(
                    "could not find the dataset in: {}",
                    datasets_paths::SMOL_SONGS
                ));
                builder.execute(reader, |_, _| ()).unwrap();
                wtxn.commit().unwrap();
            },
        )
    });
    index.prepare_for_closing().wait();
}

fn indexing_movies_default(c: &mut Criterion) {
    let index = setup_index();

    let update_builder = UpdateBuilder::new(0);
    let mut wtxn = index.write_txn().unwrap();
    let mut builder = update_builder.settings(&mut wtxn, &index);

    builder.set_primary_key("id".to_owned());
    let displayed_fields = ["title", "poster", "overview", "release_date", "genres"]
        .iter()
        .map(|s| s.to_string())
        .collect();
    builder.set_displayed_fields(displayed_fields);

    let searchable_fields = ["title", "overview"].iter().map(|s| s.to_string()).collect();
    builder.set_searchable_fields(searchable_fields);

    let faceted_fields = ["released_date", "genres"].iter().map(|s| s.to_string()).collect();
    builder.set_filterable_fields(faceted_fields);

    builder.execute(|_, _| ()).unwrap();
    wtxn.commit().unwrap();

    let index_ref = &index;

    let mut group = c.benchmark_group("indexing");
    group.sample_size(10);
    group.bench_function("Indexing movies with default settings", |b| {
        b.iter_with_setup(
            move || {
                let update_builder = UpdateBuilder::new(0);
                let mut wtxn = index_ref.write_txn().unwrap();
                let builder = update_builder.delete_documents(&mut wtxn, index_ref).unwrap();
                builder.execute().unwrap();
                wtxn.commit().unwrap();
                ()
            },
            move |_| {
                let update_builder = UpdateBuilder::new(0);
                let mut wtxn = index_ref.write_txn().unwrap();
                let mut builder = update_builder.index_documents(&mut wtxn, index_ref);

                builder.update_format(UpdateFormat::Json);
                builder.index_documents_method(IndexDocumentsMethod::ReplaceDocuments);
                let reader = File::open(datasets_paths::MOVIES)
                    .expect(&format!("could not find the dataset in: {}", datasets_paths::MOVIES));
                builder.execute(reader, |_, _| ()).unwrap();
                wtxn.commit().unwrap();
            },
        )
    });

    index.prepare_for_closing().wait();
}

criterion_group!(
    benches,
    indexing_songs_default,
    indexing_songs_without_faceted_numbers,
    indexing_songs_without_faceted_fields,
    indexing_wiki,
    indexing_movies_default
);
criterion_main!(benches);