milli-core 1.15.1

/*!
This module tests the following properties:

1. The `last` term matching strategy starts removing terms from the query
   starting from the end if no more results match it.
2. Phrases are never deleted by the `last` term matching strategy
3. Duplicate words don't affect the ranking of a document according to the `words` ranking rule
4. The proximity of the first and last word of a phrase to its adjacent terms is taken into
   account by the proximity ranking rule.
5. Unclosed double quotes still make a phrase
6. The `all` term matching strategy does not remove any term from the query
7. The search is capable of returning no results if no documents match the query
*/

use crate::index::tests::TempIndex;
use crate::search::new::tests::collect_field_values;
use crate::{Criterion, Search, SearchResult, TermsMatchingStrategy};

fn create_index() -> TempIndex {
    let index = TempIndex::new();

    index
        .update_settings(|s| {
            s.set_primary_key("id".to_owned());
            s.set_searchable_fields(vec!["text".to_owned()]);
            s.set_criteria(vec![Criterion::Words]);
        })
        .unwrap();

    index
        .add_documents(documents!([
            {
                "id": 0,
                "text": "",
            },
            {
                "id": 1,
                "text": "the",
            },
            {
                "id": 2,
                "text": "the quick",
            },
            {
                "id": 3,
                "text": "the quick brown",
            },
            {
                "id": 4,
                "text": "the quick brown fox",
            },
            {
                "id": 5,
                "text": "the quick brown fox jumps",
            },
            {
                "id": 6,
                "text": "the quick brown fox jumps over",
            },
            {
                "id": 7,
                "text": "the quick brown fox jumps over the",
            },
            {
                "id": 8,
                "text": "the quick brown fox jumps over the lazy",
            },
            {
                "id": 9,
                "text": "the quick brown fox jumps over the lazy dog",
            },
            {
                "id": 10,
                "text": "the brown quick fox jumps over the lazy dog",
            },
            {
                "id": 11,
                "text": "the quick brown fox talks to the lazy and slow dog",
            },
            {
                "id": 12,
                "text": "the quick brown fox talks to the lazy dog",
            },
            {
                "id": 13,
                "text": "the mighty and quick brown fox jumps over the lazy dog",
            },
            {
                "id": 14,
                "text": "the great quick brown fox jumps over the lazy dog",
            },
            {
                "id": 15,
                "text": "this quick brown and very scary fox jumps over the lazy dog",
            },
            {
                "id": 16,
                "text": "this quick brown and scary fox jumps over the lazy dog",
            },
            {
                "id": 17,
                "text": "the quick brown fox jumps over the really lazy dog",
            },
            {
                "id": 18,
                "text": "the brown quick fox jumps over the really lazy dog",
            },
            {
                "id": 19,
                "text": "the brown quick fox immediately jumps over the really lazy dog",
            },
            {
                "id": 20,
                "text": "the brown quick fox immediately jumps over the really lazy blue dog",
            },
            {
                "id": 21,
                "text": "the quick brown. quick brown fox. brown fox jumps. fox jumps over. over the lazy. the lazy dog.",
            },
            {
                "id": 22,
                "text": "the, quick, brown, fox, jumps, over, the, lazy, dog",
            }
        ]))
        .unwrap();
    index
}

#[test]
fn test_words_tms_last_simple() {
    let index = create_index();

    let txn = index.read_txn().unwrap();
    let mut s = Search::new(&txn, &index);
    s.query("the quick brown fox jumps over the lazy dog");
    s.terms_matching_strategy(TermsMatchingStrategy::Last);
    s.scoring_strategy(crate::score_details::ScoringStrategy::Detailed);
    let SearchResult { documents_ids, document_scores, .. } = s.execute().unwrap();

    // 6 and 7 have the same score because "the" appears twice
    insta::assert_snapshot!(format!("{documents_ids:?}"), @"[9, 10, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 8, 6, 7, 5, 4, 11, 12, 3]");
    insta::assert_snapshot!(format!("{document_scores:#?}"));
    let texts = collect_field_values(&index, &txn, "text", &documents_ids);
    insta::assert_debug_snapshot!(texts, @r###"
    [
        "\"the quick brown fox jumps over the lazy dog\"",
        "\"the brown quick fox jumps over the lazy dog\"",
        "\"the mighty and quick brown fox jumps over the lazy dog\"",
        "\"the great quick brown fox jumps over the lazy dog\"",
        "\"this quick brown and very scary fox jumps over the lazy dog\"",
        "\"this quick brown and scary fox jumps over the lazy dog\"",
        "\"the quick brown fox jumps over the really lazy dog\"",
        "\"the brown quick fox jumps over the really lazy dog\"",
        "\"the brown quick fox immediately jumps over the really lazy dog\"",
        "\"the brown quick fox immediately jumps over the really lazy blue dog\"",
        "\"the quick brown. quick brown fox. brown fox jumps. fox jumps over. over the lazy. the lazy dog.\"",
        "\"the, quick, brown, fox, jumps, over, the, lazy, dog\"",
        "\"the quick brown fox jumps over the lazy\"",
        "\"the quick brown fox jumps over\"",
        "\"the quick brown fox jumps over the\"",
        "\"the quick brown fox jumps\"",
        "\"the quick brown fox\"",
        "\"the quick brown fox talks to the lazy and slow dog\"",
        "\"the quick brown fox talks to the lazy dog\"",
        "\"the quick brown\"",
    ]
    "###);

    let mut s = Search::new(&txn, &index);
    s.query("extravagant the quick brown fox jumps over the lazy dog");
    s.terms_matching_strategy(TermsMatchingStrategy::Last);
    s.scoring_strategy(crate::score_details::ScoringStrategy::Detailed);
    let SearchResult { documents_ids, document_scores, .. } = s.execute().unwrap();
    insta::assert_snapshot!(format!("{documents_ids:?}"), @"[]");
    insta::assert_snapshot!(format!("{document_scores:?}"), @"[]");
}

#[test]
fn test_words_tms_last_phrase() {
    let index = create_index();

    let txn = index.read_txn().unwrap();
    let mut s = Search::new(&txn, &index);
    s.query("\"the quick brown fox\" jumps over the lazy dog");
    s.terms_matching_strategy(TermsMatchingStrategy::Last);
    s.scoring_strategy(crate::score_details::ScoringStrategy::Detailed);
    let SearchResult { documents_ids, document_scores, .. } = s.execute().unwrap();

    // "The quick brown fox" is a phrase, not deleted by this term matching strategy
    insta::assert_snapshot!(format!("{documents_ids:?}"), @"[9, 17, 21, 8, 6, 7, 5, 4, 11, 12]");
    insta::assert_snapshot!(format!("{document_scores:#?}"));
    let texts = collect_field_values(&index, &txn, "text", &documents_ids);
    insta::assert_debug_snapshot!(texts, @r###"
    [
        "\"the quick brown fox jumps over the lazy dog\"",
        "\"the quick brown fox jumps over the really lazy dog\"",
        "\"the quick brown. quick brown fox. brown fox jumps. fox jumps over. over the lazy. the lazy dog.\"",
        "\"the quick brown fox jumps over the lazy\"",
        "\"the quick brown fox jumps over\"",
        "\"the quick brown fox jumps over the\"",
        "\"the quick brown fox jumps\"",
        "\"the quick brown fox\"",
        "\"the quick brown fox talks to the lazy and slow dog\"",
        "\"the quick brown fox talks to the lazy dog\"",
    ]
    "###);

    let mut s = Search::new(&txn, &index);
    s.query("\"the quick brown fox\" jumps over the \"lazy\" dog");
    s.terms_matching_strategy(TermsMatchingStrategy::Last);
    s.scoring_strategy(crate::score_details::ScoringStrategy::Detailed);
    let SearchResult { documents_ids, document_scores, .. } = s.execute().unwrap();

    // "lazy" is a phrase, not deleted by this term matching strategy
    // but words before it can be deleted
    insta::assert_snapshot!(format!("{documents_ids:?}"), @"[9, 17, 21, 8, 11, 12]");
    insta::assert_snapshot!(format!("{document_scores:#?}"));
    let texts = collect_field_values(&index, &txn, "text", &documents_ids);
    insta::assert_debug_snapshot!(texts, @r###"
    [
        "\"the quick brown fox jumps over the lazy dog\"",
        "\"the quick brown fox jumps over the really lazy dog\"",
        "\"the quick brown. quick brown fox. brown fox jumps. fox jumps over. over the lazy. the lazy dog.\"",
        "\"the quick brown fox jumps over the lazy\"",
        "\"the quick brown fox talks to the lazy and slow dog\"",
        "\"the quick brown fox talks to the lazy dog\"",
    ]
    "###);

    let mut s = Search::new(&txn, &index);
    s.query("\"the quick brown fox jumps over the lazy dog\"");
    s.terms_matching_strategy(TermsMatchingStrategy::Last);
    s.scoring_strategy(crate::score_details::ScoringStrategy::Detailed);
    let SearchResult { documents_ids, document_scores, .. } = s.execute().unwrap();

    // The whole query is a phrase, no terms are removed
    insta::assert_snapshot!(format!("{documents_ids:?}"), @"[9]");
    insta::assert_snapshot!(format!("{document_scores:?}"), @"[[Words(Words { matching_words: 9, max_matching_words: 9 })]]");
    let texts = collect_field_values(&index, &txn, "text", &documents_ids);
    insta::assert_debug_snapshot!(texts, @r###"
    [
        "\"the quick brown fox jumps over the lazy dog\"",
    ]
    "###);

    let mut s = Search::new(&txn, &index);
    s.query("\"the quick brown fox jumps over the lazy dog");
    s.terms_matching_strategy(TermsMatchingStrategy::Last);
    s.scoring_strategy(crate::score_details::ScoringStrategy::Detailed);
    let SearchResult { documents_ids, document_scores, .. } = s.execute().unwrap();

    // The whole query is still a phrase, even without closing quotes, so no terms are removed
    insta::assert_snapshot!(format!("{documents_ids:?}"), @"[9]");
    insta::assert_snapshot!(format!("{document_scores:?}"), @"[[Words(Words { matching_words: 9, max_matching_words: 9 })]]");
    let texts = collect_field_values(&index, &txn, "text", &documents_ids);
    insta::assert_debug_snapshot!(texts, @r###"
    [
        "\"the quick brown fox jumps over the lazy dog\"",
    ]
    "###);
}

#[test]
fn test_words_proximity_tms_last_simple() {
    let index = create_index();
    index
        .update_settings(|s| {
            s.set_criteria(vec![Criterion::Words, Criterion::Proximity]);
        })
        .unwrap();

    let txn = index.read_txn().unwrap();
    let mut s = Search::new(&txn, &index);
    s.query("the quick brown fox jumps over the lazy dog");
    s.terms_matching_strategy(TermsMatchingStrategy::Last);
    s.scoring_strategy(crate::score_details::ScoringStrategy::Detailed);
    let SearchResult { documents_ids, document_scores, .. } = s.execute().unwrap();

    // 7 is better than 6 because of the proximity between "the" and its surrounding terms
    insta::assert_snapshot!(format!("{documents_ids:?}"), @"[9, 21, 14, 17, 13, 10, 18, 16, 19, 15, 20, 22, 8, 7, 6, 5, 4, 11, 12, 3]");
    insta::assert_snapshot!(format!("{document_scores:#?}"));
    let texts = collect_field_values(&index, &txn, "text", &documents_ids);
    insta::assert_debug_snapshot!(texts, @r###"
    [
        "\"the quick brown fox jumps over the lazy dog\"",
        "\"the quick brown. quick brown fox. brown fox jumps. fox jumps over. over the lazy. the lazy dog.\"",
        "\"the great quick brown fox jumps over the lazy dog\"",
        "\"the quick brown fox jumps over the really lazy dog\"",
        "\"the mighty and quick brown fox jumps over the lazy dog\"",
        "\"the brown quick fox jumps over the lazy dog\"",
        "\"the brown quick fox jumps over the really lazy dog\"",
        "\"this quick brown and scary fox jumps over the lazy dog\"",
        "\"the brown quick fox immediately jumps over the really lazy dog\"",
        "\"this quick brown and very scary fox jumps over the lazy dog\"",
        "\"the brown quick fox immediately jumps over the really lazy blue dog\"",
        "\"the, quick, brown, fox, jumps, over, the, lazy, dog\"",
        "\"the quick brown fox jumps over the lazy\"",
        "\"the quick brown fox jumps over the\"",
        "\"the quick brown fox jumps over\"",
        "\"the quick brown fox jumps\"",
        "\"the quick brown fox\"",
        "\"the quick brown fox talks to the lazy and slow dog\"",
        "\"the quick brown fox talks to the lazy dog\"",
        "\"the quick brown\"",
    ]
    "###);

    let mut s = Search::new(&txn, &index);
    s.query("the brown quick fox jumps over the lazy dog");
    s.terms_matching_strategy(TermsMatchingStrategy::Last);
    s.scoring_strategy(crate::score_details::ScoringStrategy::Detailed);
    let SearchResult { documents_ids, document_scores, .. } = s.execute().unwrap();

    // 10 is better than 9 because of the proximity between "quick" and "brown"
    insta::assert_snapshot!(format!("{documents_ids:?}"), @"[10, 18, 19, 9, 20, 21, 14, 17, 13, 15, 16, 22, 8, 7, 6, 5, 4, 11, 12, 3]");
    insta::assert_snapshot!(format!("{document_scores:#?}"));
    let texts = collect_field_values(&index, &txn, "text", &documents_ids);
    insta::assert_debug_snapshot!(texts, @r###"
    [
        "\"the brown quick fox jumps over the lazy dog\"",
        "\"the brown quick fox jumps over the really lazy dog\"",
        "\"the brown quick fox immediately jumps over the really lazy dog\"",
        "\"the quick brown fox jumps over the lazy dog\"",
        "\"the brown quick fox immediately jumps over the really lazy blue dog\"",
        "\"the quick brown. quick brown fox. brown fox jumps. fox jumps over. over the lazy. the lazy dog.\"",
        "\"the great quick brown fox jumps over the lazy dog\"",
        "\"the quick brown fox jumps over the really lazy dog\"",
        "\"the mighty and quick brown fox jumps over the lazy dog\"",
        "\"this quick brown and very scary fox jumps over the lazy dog\"",
        "\"this quick brown and scary fox jumps over the lazy dog\"",
        "\"the, quick, brown, fox, jumps, over, the, lazy, dog\"",
        "\"the quick brown fox jumps over the lazy\"",
        "\"the quick brown fox jumps over the\"",
        "\"the quick brown fox jumps over\"",
        "\"the quick brown fox jumps\"",
        "\"the quick brown fox\"",
        "\"the quick brown fox talks to the lazy and slow dog\"",
        "\"the quick brown fox talks to the lazy dog\"",
        "\"the quick brown\"",
    ]
    "###);
}

#[test]
fn test_words_proximity_tms_last_phrase() {
    let index = create_index();
    index
        .update_settings(|s| {
            s.set_criteria(vec![Criterion::Words, Criterion::Proximity]);
        })
        .unwrap();

    let txn = index.read_txn().unwrap();
    let mut s = Search::new(&txn, &index);
    s.query("the \"quick brown\" fox jumps over the lazy dog");
    s.terms_matching_strategy(TermsMatchingStrategy::Last);
    s.scoring_strategy(crate::score_details::ScoringStrategy::Detailed);
    let SearchResult { documents_ids, document_scores, .. } = s.execute().unwrap();

    // "quick brown" is a phrase. The proximity of its first and last words
    // to their adjacent query words should be taken into account
    insta::assert_snapshot!(format!("{documents_ids:?}"), @"[9, 21, 14, 17, 13, 16, 15, 8, 7, 6, 5, 4, 11, 12, 3]");
    insta::assert_snapshot!(format!("{document_scores:#?}"));
    let texts = collect_field_values(&index, &txn, "text", &documents_ids);
    insta::assert_debug_snapshot!(texts, @r###"
    [
        "\"the quick brown fox jumps over the lazy dog\"",
        "\"the quick brown. quick brown fox. brown fox jumps. fox jumps over. over the lazy. the lazy dog.\"",
        "\"the great quick brown fox jumps over the lazy dog\"",
        "\"the quick brown fox jumps over the really lazy dog\"",
        "\"the mighty and quick brown fox jumps over the lazy dog\"",
        "\"this quick brown and scary fox jumps over the lazy dog\"",
        "\"this quick brown and very scary fox jumps over the lazy dog\"",
        "\"the quick brown fox jumps over the lazy\"",
        "\"the quick brown fox jumps over the\"",
        "\"the quick brown fox jumps over\"",
        "\"the quick brown fox jumps\"",
        "\"the quick brown fox\"",
        "\"the quick brown fox talks to the lazy and slow dog\"",
        "\"the quick brown fox talks to the lazy dog\"",
        "\"the quick brown\"",
    ]
    "###);

    let mut s = Search::new(&txn, &index);
    s.query("the \"quick brown\" \"fox jumps\" over the lazy dog");
    s.terms_matching_strategy(TermsMatchingStrategy::Last);
    s.scoring_strategy(crate::score_details::ScoringStrategy::Detailed);
    let SearchResult { documents_ids, document_scores, .. } = s.execute().unwrap();

    // "quick brown" is a phrase. The proximity of its first and last words
    // to their adjacent query words should be taken into account.
    // The same applies to `fox jumps`.
    insta::assert_snapshot!(format!("{documents_ids:?}"), @"[9, 21, 14, 17, 13, 16, 15, 8, 7, 6, 5]");
    insta::assert_snapshot!(format!("{document_scores:#?}"));
    let texts = collect_field_values(&index, &txn, "text", &documents_ids);
    insta::assert_debug_snapshot!(texts, @r###"
    [
        "\"the quick brown fox jumps over the lazy dog\"",
        "\"the quick brown. quick brown fox. brown fox jumps. fox jumps over. over the lazy. the lazy dog.\"",
        "\"the great quick brown fox jumps over the lazy dog\"",
        "\"the quick brown fox jumps over the really lazy dog\"",
        "\"the mighty and quick brown fox jumps over the lazy dog\"",
        "\"this quick brown and scary fox jumps over the lazy dog\"",
        "\"this quick brown and very scary fox jumps over the lazy dog\"",
        "\"the quick brown fox jumps over the lazy\"",
        "\"the quick brown fox jumps over the\"",
        "\"the quick brown fox jumps over\"",
        "\"the quick brown fox jumps\"",
    ]
    "###);
}

#[test]
fn test_words_tms_all() {
    let index = create_index();
    index
        .update_settings(|s| {
            s.set_criteria(vec![Criterion::Words, Criterion::Proximity]);
        })
        .unwrap();

    let txn = index.read_txn().unwrap();
    let mut s = Search::new(&txn, &index);
    s.query("the quick brown fox jumps over the lazy dog");
    s.terms_matching_strategy(TermsMatchingStrategy::All);
    s.scoring_strategy(crate::score_details::ScoringStrategy::Detailed);
    let SearchResult { documents_ids, document_scores, .. } = s.execute().unwrap();

    insta::assert_snapshot!(format!("{documents_ids:?}"), @"[9, 21, 14, 17, 13, 10, 18, 16, 19, 15, 20, 22]");
    insta::assert_snapshot!(format!("{document_scores:#?}"));
    let texts = collect_field_values(&index, &txn, "text", &documents_ids);
    insta::assert_debug_snapshot!(texts, @r###"
    [
        "\"the quick brown fox jumps over the lazy dog\"",
        "\"the quick brown. quick brown fox. brown fox jumps. fox jumps over. over the lazy. the lazy dog.\"",
        "\"the great quick brown fox jumps over the lazy dog\"",
        "\"the quick brown fox jumps over the really lazy dog\"",
        "\"the mighty and quick brown fox jumps over the lazy dog\"",
        "\"the brown quick fox jumps over the lazy dog\"",
        "\"the brown quick fox jumps over the really lazy dog\"",
        "\"this quick brown and scary fox jumps over the lazy dog\"",
        "\"the brown quick fox immediately jumps over the really lazy dog\"",
        "\"this quick brown and very scary fox jumps over the lazy dog\"",
        "\"the brown quick fox immediately jumps over the really lazy blue dog\"",
        "\"the, quick, brown, fox, jumps, over, the, lazy, dog\"",
    ]
    "###);

    let mut s = Search::new(&txn, &index);
    s.query("extravagant");
    s.terms_matching_strategy(TermsMatchingStrategy::All);
    s.scoring_strategy(crate::score_details::ScoringStrategy::Detailed);
    let SearchResult { documents_ids, document_scores, .. } = s.execute().unwrap();

    insta::assert_snapshot!(format!("{documents_ids:?}"), @"[]");
    insta::assert_snapshot!(format!("{document_scores:?}"), @"[]");
    let texts = collect_field_values(&index, &txn, "text", &documents_ids);
    insta::assert_debug_snapshot!(texts, @"[]");
}