MeiliSearch/crates/milli/tests/search/query_criteria.rs

use std::cmp::Reverse;

use big_s::S;
use bumpalo::Bump;
use heed::EnvOpenOptions;
use itertools::Itertools;
use maplit::hashset;
use milli::progress::Progress;
use milli::update::new::indexer;
use milli::update::{IndexDocumentsMethod, IndexerConfig, Settings};
use milli::vector::EmbeddingConfigs;
use milli::{AscDesc, Criterion, Index, Member, Search, SearchResult, TermsMatchingStrategy};
use rand::Rng;
use Criterion::*;

use crate::search::{self, EXTERNAL_DOCUMENTS_IDS};

const ALLOW_OPTIONAL_WORDS: TermsMatchingStrategy = TermsMatchingStrategy::Last;
const DISALLOW_OPTIONAL_WORDS: TermsMatchingStrategy = TermsMatchingStrategy::All;
const ASC_DESC_CANDIDATES_THRESHOLD: usize = 1000;

macro_rules! test_criterion {
    ($func:ident, $optional_word:ident, $criteria:expr, $sort_criteria:expr) => {
        #[test]
        fn $func() {
            let criteria = $criteria;
            let index = search::setup_search_index_with_criteria(&criteria);
            let rtxn = index.read_txn().unwrap();

            let mut search = Search::new(&rtxn, &index);
            search.query(search::TEST_QUERY);
            search.limit(EXTERNAL_DOCUMENTS_IDS.len());
            search.terms_matching_strategy($optional_word);
            search.sort_criteria($sort_criteria);

            let SearchResult { documents_ids, .. } = search.execute().unwrap();

            let expected_external_ids: Vec<_> =
                search::expected_order(&criteria, $optional_word, &$sort_criteria[..])
                    .into_iter()
                    .map(|d| d.id)
                    .collect();
            let documents_ids = search::internal_to_external_ids(&index, &documents_ids);
            assert_eq!(documents_ids, expected_external_ids);
        }
    };
}

test_criterion!(none, DISALLOW_OPTIONAL_WORDS, vec![], vec![]);
test_criterion!(words, ALLOW_OPTIONAL_WORDS, vec![Words], vec![]);
test_criterion!(attribute, DISALLOW_OPTIONAL_WORDS, vec![Attribute], vec![]);
test_criterion!(typo, DISALLOW_OPTIONAL_WORDS, vec![Typo], vec![]);
test_criterion!(exactness, DISALLOW_OPTIONAL_WORDS, vec![Exactness], vec![]);
test_criterion!(proximity, DISALLOW_OPTIONAL_WORDS, vec![Proximity], vec![]);
test_criterion!(asc, DISALLOW_OPTIONAL_WORDS, vec![Asc(S("asc_desc_rank"))], vec![]);
test_criterion!(desc, DISALLOW_OPTIONAL_WORDS, vec![Desc(S("asc_desc_rank"))], vec![]);
test_criterion!(
    asc_unexisting_field,
    DISALLOW_OPTIONAL_WORDS,
    vec![Asc(S("unexisting_field"))],
    vec![]
);

test_criterion!(
    desc_unexisting_field,
    DISALLOW_OPTIONAL_WORDS,
    vec![Desc(S("unexisting_field"))],
    vec![]
);

test_criterion!(empty_sort_by, DISALLOW_OPTIONAL_WORDS, vec![Sort], vec![]);
test_criterion!(
    sort_by_asc,
    DISALLOW_OPTIONAL_WORDS,
    vec![Sort],
    vec![AscDesc::Asc(Member::Field(S("tag")))]
);
test_criterion!(
    sort_by_desc,
    DISALLOW_OPTIONAL_WORDS,
    vec![Sort],
    vec![AscDesc::Desc(Member::Field(S("tag")))]
);
test_criterion!(
    default_criteria_order,
    ALLOW_OPTIONAL_WORDS,
    vec![Words, Typo, Proximity, Attribute, Exactness],
    vec![]
);

#[test]
fn criteria_mixup() {
    use Criterion::*;
    let index = search::setup_search_index_with_criteria(&[
        Words,
        Attribute,
        Desc(S("asc_desc_rank")),
        Exactness,
        Proximity,
        Typo,
    ]);

    #[rustfmt::skip]
    let criteria_mix = {
        // Criterion doesn't implement Copy, we create a new Criterion using a closure
        let desc = || Desc(S("asc_desc_rank"));
        // all possible criteria order
        vec![
            vec![Words, Attribute,  desc(),     Exactness,  Proximity,  Typo],
            vec![Words, Attribute,  desc(),     Exactness,  Typo,       Proximity],
            vec![Words, Attribute,  desc(),     Proximity,  Exactness,  Typo],
            vec![Words, Attribute,  desc(),     Proximity,  Typo,       Exactness],
            vec![Words, Attribute,  desc(),     Typo,       Exactness,  Proximity],
            vec![Words, Attribute,  desc(),     Typo,       Proximity,  Exactness],
            vec![Words, Attribute,  Exactness,  desc(),     Proximity,  Typo],
            vec![Words, Attribute,  Exactness,  desc(),     Typo,       Proximity],
            vec![Words, Attribute,  Exactness,  Proximity,  desc(),     Typo],
            vec![Words, Attribute,  Exactness,  Proximity,  Typo,       desc()],
            vec![Words, Attribute,  Exactness,  Typo,       desc(),     Proximity],
            vec![Words, Attribute,  Exactness,  Typo,       Proximity,  desc()],
            vec![Words, Attribute,  Proximity,  desc(),     Exactness,  Typo],
            vec![Words, Attribute,  Proximity,  desc(),     Typo,       Exactness],
            vec![Words, Attribute,  Proximity,  Exactness,  desc(),     Typo],
            vec![Words, Attribute,  Proximity,  Exactness,  Typo,       desc()],
            vec![Words, Attribute,  Proximity,  Typo,       desc(),     Exactness],
            vec![Words, Attribute,  Proximity,  Typo,       Exactness,  desc()],
            vec![Words, Attribute,  Typo,       desc(),     Exactness,  Proximity],
            vec![Words, Attribute,  Typo,       desc(),     Proximity,  Exactness],
            vec![Words, Attribute,  Typo,       Exactness,  desc(),     Proximity],
            vec![Words, Attribute,  Typo,       Exactness,  Proximity,  desc()],
            vec![Words, Attribute,  Typo,       Proximity,  desc(),     Exactness],
            vec![Words, Attribute,  Typo,       Proximity,  Exactness,  desc()],
            vec![Words, desc(),     Attribute,  Exactness,  Proximity,  Typo],
            vec![Words, desc(),     Attribute,  Exactness,  Typo,       Proximity],
            vec![Words, desc(),     Attribute,  Proximity,  Exactness,  Typo],
            vec![Words, desc(),     Attribute,  Proximity,  Typo,       Exactness],
            vec![Words, desc(),     Attribute,  Typo,       Exactness,  Proximity],
            vec![Words, desc(),     Attribute,  Typo,       Proximity,  Exactness],
            vec![Words, desc(),     Exactness,  Attribute,  Proximity,  Typo],
            vec![Words, desc(),     Exactness,  Attribute,  Typo,       Proximity],
            vec![Words, desc(),     Exactness,  Proximity,  Attribute,  Typo],
            vec![Words, desc(),     Exactness,  Proximity,  Typo,       Attribute],
            vec![Words, desc(),     Exactness,  Typo,       Attribute,  Proximity],
            vec![Words, desc(),     Exactness,  Typo,       Proximity,  Attribute],
            vec![Words, desc(),     Proximity,  Attribute,  Exactness,  Typo],
            vec![Words, desc(),     Proximity,  Attribute,  Typo,       Exactness],
            vec![Words, desc(),     Proximity,  Exactness,  Attribute,  Typo],
            vec![Words, desc(),     Proximity,  Exactness,  Typo,       Attribute],
            vec![Words, desc(),     Proximity,  Typo,       Attribute,  Exactness],
            vec![Words, desc(),     Proximity,  Typo,       Exactness,  Attribute],
            vec![Words, desc(),     Typo,       Attribute,  Exactness,  Proximity],
            vec![Words, desc(),     Typo,       Attribute,  Proximity,  Exactness],
            vec![Words, desc(),     Typo,       Exactness,  Attribute,  Proximity],
            vec![Words, desc(),     Typo,       Exactness,  Proximity,  Attribute],
            vec![Words, desc(),     Typo,       Proximity,  Attribute,  Exactness],
            vec![Words, desc(),     Typo,       Proximity,  Exactness,  Attribute],
            vec![Words, Exactness,  Attribute,  desc(),     Proximity,  Typo],
            vec![Words, Exactness,  Attribute,  desc(),     Typo,       Proximity],
            vec![Words, Exactness,  Attribute,  Proximity,  desc(),     Typo],
            vec![Words, Exactness,  Attribute,  Proximity,  Typo,       desc()],
            vec![Words, Exactness,  Attribute,  Typo,       desc(),     Proximity],
            vec![Words, Exactness,  Attribute,  Typo,       Proximity,  desc()],
            vec![Words, Exactness,  desc(),     Attribute,  Proximity,  Typo],
            vec![Words, Exactness,  desc(),     Attribute,  Typo,       Proximity],
            vec![Words, Exactness,  desc(),     Proximity,  Attribute,  Typo],
            vec![Words, Exactness,  desc(),     Proximity,  Typo,       Attribute],
            vec![Words, Exactness,  desc(),     Typo,       Attribute,  Proximity],
            vec![Words, Exactness,  desc(),     Typo,       Proximity,  Attribute],
            vec![Words, Exactness,  Proximity,  Attribute,  desc(),     Typo],
            vec![Words, Exactness,  Proximity,  Attribute,  Typo,       desc()],
            vec![Words, Exactness,  Proximity,  desc(),     Attribute,  Typo],
            vec![Words, Exactness,  Proximity,  desc(),     Typo,       Attribute],
            vec![Words, Exactness,  Proximity,  Typo,       Attribute,  desc()],
            vec![Words, Exactness,  Proximity,  Typo,       desc(),     Attribute],
            vec![Words, Exactness,  Typo,       Attribute,  desc(),     Proximity],
            vec![Words, Exactness,  Typo,       Attribute,  Proximity,  desc()],
            vec![Words, Exactness,  Typo,       desc(),     Attribute,  Proximity],
            vec![Words, Exactness,  Typo,       desc(),     Proximity,  Attribute],
            vec![Words, Exactness,  Typo,       Proximity,  Attribute,  desc()],
            vec![Words, Exactness,  Typo,       Proximity,  desc(),     Attribute],
            vec![Words, Proximity,  Attribute,  desc(),     Exactness,  Typo],
            vec![Words, Proximity,  Attribute,  desc(),     Typo,       Exactness],
            vec![Words, Proximity,  Attribute,  Exactness,  desc(),     Typo],
            vec![Words, Proximity,  Attribute,  Exactness,  Typo,       desc()],
            vec![Words, Proximity,  Attribute,  Typo,       desc(),     Exactness],
            vec![Words, Proximity,  Attribute,  Typo,       Exactness,  desc()],
            vec![Words, Proximity,  desc(),     Attribute,  Exactness,  Typo],
            vec![Words, Proximity,  desc(),     Attribute,  Typo,       Exactness],
            vec![Words, Proximity,  desc(),     Exactness,  Attribute,  Typo],
            vec![Words, Proximity,  desc(),     Exactness,  Typo,       Attribute],
            vec![Words, Proximity,  desc(),     Typo,       Attribute,  Exactness],
            vec![Words, Proximity,  desc(),     Typo,       Exactness,  Attribute],
            vec![Words, Proximity,  Exactness,  Attribute,  desc(),     Typo],
            vec![Words, Proximity,  Exactness,  Attribute,  Typo,       desc()],
            vec![Words, Proximity,  Exactness,  desc(),     Attribute,  Typo],
            vec![Words, Proximity,  Exactness,  desc(),     Typo,       Attribute],
            vec![Words, Proximity,  Exactness,  Typo,       Attribute,  desc()],
            vec![Words, Proximity,  Exactness,  Typo,       desc(),     Attribute],
            vec![Words, Proximity,  Typo,       Attribute,  desc(),     Exactness],
            vec![Words, Proximity,  Typo,       Attribute,  Exactness,  desc()],
            vec![Words, Proximity,  Typo,       desc(),     Attribute,  Exactness],
            vec![Words, Proximity,  Typo,       desc(),     Exactness,  Attribute],
            vec![Words, Proximity,  Typo,       Exactness,  Attribute,  desc()],
            vec![Words, Proximity,  Typo,       Exactness,  desc(),     Attribute],
            vec![Words, Typo,       Attribute,  desc(),     Exactness,  Proximity],
            vec![Words, Typo,       Attribute,  desc(),     Proximity,  Exactness],
            vec![Words, Typo,       Attribute,  Exactness,  desc(),     Proximity],
            vec![Words, Typo,       Attribute,  Exactness,  Proximity,  desc()],
            vec![Words, Typo,       Attribute,  Proximity,  desc(),     Exactness],
            vec![Words, Typo,       Attribute,  Proximity,  Exactness,  desc()],
            vec![Words, Typo,       desc(),     Attribute,  Proximity,  Exactness],
            vec![Words, Typo,       desc(),     Exactness,  Attribute,  Proximity],
            vec![Words, Typo,       desc(),     Exactness,  Attribute,  Proximity],
            vec![Words, Typo,       desc(),     Exactness,  Proximity,  Attribute],
            vec![Words, Typo,       desc(),     Proximity,  Attribute,  Exactness],
            vec![Words, Typo,       desc(),     Proximity,  Exactness,  Attribute],
            vec![Words, Typo,       Exactness,  Attribute,  desc(),     Proximity],
            vec![Words, Typo,       Exactness,  Attribute,  Proximity,  desc()],
            vec![Words, Typo,       Exactness,  desc(),     Attribute,  Proximity],
            vec![Words, Typo,       Exactness,  desc(),     Proximity,  Attribute],
            vec![Words, Typo,       Exactness,  Proximity,  Attribute,  desc()],
            vec![Words, Typo,       Exactness,  Proximity,  desc(),     Attribute],
            vec![Words, Typo,       Proximity,  Attribute,  desc(),     Exactness],
            vec![Words, Typo,       Proximity,  Attribute,  Exactness,  desc()],
            vec![Words, Typo,       Proximity,  desc(),     Attribute,  Exactness],
            vec![Words, Typo,       Proximity,  desc(),     Exactness,  Attribute],
            vec![Words, Typo,       Proximity,  Exactness,  Attribute,  desc()],
            vec![Words, Typo,       Proximity,  Exactness,  desc(),     Attribute],
        ]
    };

    let config = IndexerConfig::default();
    for criteria in criteria_mix {
        eprintln!("Testing with criteria order: {:?}", &criteria);
        //update criteria
        let mut wtxn = index.write_txn().unwrap();
        let mut builder = Settings::new(&mut wtxn, &index, &config);
        builder.set_criteria(criteria.clone());
        builder.execute(|_| (), || false).unwrap();
        wtxn.commit().unwrap();

        let rtxn = index.read_txn().unwrap();

        let mut search = Search::new(&rtxn, &index);
        search.query(search::TEST_QUERY);
        search.limit(EXTERNAL_DOCUMENTS_IDS.len());
        search.terms_matching_strategy(ALLOW_OPTIONAL_WORDS);

        let SearchResult { documents_ids, .. } = search.execute().unwrap();

        let expected_external_ids: Vec<_> =
            search::expected_order(&criteria, ALLOW_OPTIONAL_WORDS, &[])
                .into_iter()
                .map(|d| d.id)
                .collect();
        let documents_ids = search::internal_to_external_ids(&index, &documents_ids);

        assert_eq!(documents_ids, expected_external_ids);
    }
}

#[test]
fn criteria_ascdesc() {
    let path = tempfile::tempdir().unwrap();
    let mut options = EnvOpenOptions::new();
    options.map_size(12 * 1024 * 1024); // 10 MB
    let index = Index::new(options, &path).unwrap();

    let mut wtxn = index.write_txn().unwrap();
    let config = IndexerConfig::default();

    let mut builder = Settings::new(&mut wtxn, &index, &config);

    builder.set_sortable_fields(hashset! {
        S("name"),
        S("age"),
    });
    builder.execute(|_| (), || false).unwrap();

    wtxn.commit().unwrap();
    let mut wtxn = index.write_txn().unwrap();
    let rtxn = index.read_txn().unwrap();

    // index documents
    let config = IndexerConfig { max_memory: Some(10 * 1024 * 1024), ..Default::default() };
    let indexer_alloc = Bump::new();
    let db_fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
    let mut new_fields_ids_map = db_fields_ids_map.clone();

    let embedders = EmbeddingConfigs::default();
    let mut indexer = indexer::DocumentOperation::new(IndexDocumentsMethod::ReplaceDocuments);

    let mut file = tempfile::tempfile().unwrap();
    (0..ASC_DESC_CANDIDATES_THRESHOLD + 1).for_each(|_| {
        let mut rng = rand::thread_rng();

        let age = rng.gen::<u32>().to_string();
        let name = rng
            .sample_iter(&rand::distributions::Alphanumeric)
            .map(char::from)
            .filter(|c| *c >= 'a' && *c <= 'z')
            .take(10)
            .collect::<String>();

        let json = serde_json::json!({
            "name": name,
            "age": age,
        });

        let object = match json {
            serde_json::Value::Object(object) => object,
            _ => panic!(),
        };

        serde_json::to_writer(&mut file, &object).unwrap();
    });

    file.sync_all().unwrap();

    let payload = unsafe { memmap2::Mmap::map(&file).unwrap() };
    indexer.add_documents(&payload).unwrap();
    let (document_changes, _operation_stats, primary_key) = indexer
        .into_changes(
            &indexer_alloc,
            &index,
            &rtxn,
            None,
            &mut new_fields_ids_map,
            &|| false,
            Progress::default(),
        )
        .unwrap();

    indexer::index(
        &mut wtxn,
        &index,
        &milli::ThreadPoolNoAbortBuilder::new().build().unwrap(),
        config.grenad_parameters(),
        &db_fields_ids_map,
        new_fields_ids_map,
        primary_key,
        &document_changes,
        embedders,
        &|| false,
        &Progress::default(),
    )
    .unwrap();

    wtxn.commit().unwrap();

    let rtxn = index.read_txn().unwrap();
    let documents = index.all_documents(&rtxn).unwrap().map(|doc| doc.unwrap()).collect::<Vec<_>>();

    for criterion in [Asc(S("name")), Desc(S("name")), Asc(S("age")), Desc(S("age"))] {
        eprintln!("Testing with criterion: {:?}", &criterion);

        let mut wtxn = index.write_txn().unwrap();
        let mut builder = Settings::new(&mut wtxn, &index, &config);
        builder.set_criteria(vec![criterion.clone()]);
        builder.execute(|_| (), || false).unwrap();
        wtxn.commit().unwrap();

        let rtxn = index.read_txn().unwrap();

        let mut search = Search::new(&rtxn, &index);
        search.limit(ASC_DESC_CANDIDATES_THRESHOLD + 1);

        let SearchResult { documents_ids, .. } = search.execute().unwrap();

        let expected_document_ids = match criterion {
            Asc(field_name) if field_name == "name" => {
                documents.iter().sorted_by_key(|(_, obkv)| obkv.get(0).unwrap())
            }
            Desc(field_name) if field_name == "name" => {
                documents.iter().sorted_by_key(|(_, obkv)| Reverse(obkv.get(0).unwrap()))
            }
            Asc(field_name) if field_name == "name" => {
                documents.iter().sorted_by_key(|(_, obkv)| obkv.get(1).unwrap())
            }
            Desc(field_name) if field_name == "name" => {
                documents.iter().sorted_by_key(|(_, obkv)| Reverse(obkv.get(1).unwrap()))
            }
            _ => continue,
        }
        .map(|(id, _)| *id)
        .collect::<Vec<_>>();

        assert_eq!(documents_ids, expected_document_ids);
    }
}