471 lines
20 KiB
Rust
471 lines
20 KiB
Rust
use std::cmp::Reverse;
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use std::io::Cursor;
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use big_s::S;
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use heed::EnvOpenOptions;
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use itertools::Itertools;
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use maplit::hashset;
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use milli::documents::{DocumentsBatchBuilder, DocumentsBatchReader};
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use milli::update::{IndexDocuments, IndexDocumentsConfig, IndexerConfig, Settings};
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use milli::{AscDesc, Criterion, Index, Member, Search, SearchResult, TermsMatchingStrategy};
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use rand::Rng;
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use Criterion::*;
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use crate::search::{self, EXTERNAL_DOCUMENTS_IDS};
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const ALLOW_TYPOS: bool = true;
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const DISALLOW_TYPOS: bool = false;
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const ALLOW_OPTIONAL_WORDS: TermsMatchingStrategy = TermsMatchingStrategy::Last;
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const DISALLOW_OPTIONAL_WORDS: TermsMatchingStrategy = TermsMatchingStrategy::All;
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const ASC_DESC_CANDIDATES_THRESHOLD: usize = 1000;
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macro_rules! test_criterion {
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($func:ident, $optional_word:ident, $authorize_typos:ident, $criteria:expr, $sort_criteria:expr) => {
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#[test]
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fn $func() {
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let criteria = $criteria;
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let index = search::setup_search_index_with_criteria(&criteria);
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let rtxn = index.read_txn().unwrap();
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let mut search = Search::new(&rtxn, &index);
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search.query(search::TEST_QUERY);
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search.limit(EXTERNAL_DOCUMENTS_IDS.len());
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search.authorize_typos($authorize_typos);
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search.terms_matching_strategy($optional_word);
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search.sort_criteria($sort_criteria);
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let SearchResult { documents_ids, .. } = search.execute().unwrap();
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let expected_external_ids: Vec<_> = search::expected_order(
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&criteria,
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$authorize_typos,
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$optional_word,
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&$sort_criteria[..],
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)
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.into_iter()
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.map(|d| d.id)
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.collect();
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let documents_ids = search::internal_to_external_ids(&index, &documents_ids);
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assert_eq!(documents_ids, expected_external_ids);
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}
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};
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}
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test_criterion!(none_allow_typo, DISALLOW_OPTIONAL_WORDS, ALLOW_TYPOS, vec![], vec![]);
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test_criterion!(none_disallow_typo, DISALLOW_OPTIONAL_WORDS, DISALLOW_TYPOS, vec![], vec![]);
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test_criterion!(words_allow_typo, ALLOW_OPTIONAL_WORDS, ALLOW_TYPOS, vec![Words], vec![]);
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test_criterion!(
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attribute_allow_typo,
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DISALLOW_OPTIONAL_WORDS,
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ALLOW_TYPOS,
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vec![Attribute],
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vec![]
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);
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test_criterion!(typo, DISALLOW_OPTIONAL_WORDS, ALLOW_TYPOS, vec![Typo], vec![]);
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test_criterion!(
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attribute_disallow_typo,
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DISALLOW_OPTIONAL_WORDS,
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DISALLOW_TYPOS,
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vec![Attribute],
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vec![]
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);
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test_criterion!(
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exactness_allow_typo,
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DISALLOW_OPTIONAL_WORDS,
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ALLOW_TYPOS,
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vec![Exactness],
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vec![]
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);
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test_criterion!(
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exactness_disallow_typo,
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DISALLOW_OPTIONAL_WORDS,
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DISALLOW_TYPOS,
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vec![Exactness],
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vec![]
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);
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test_criterion!(
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proximity_allow_typo,
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DISALLOW_OPTIONAL_WORDS,
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ALLOW_TYPOS,
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vec![Proximity],
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vec![]
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);
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test_criterion!(
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proximity_disallow_typo,
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DISALLOW_OPTIONAL_WORDS,
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DISALLOW_TYPOS,
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vec![Proximity],
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vec![]
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);
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test_criterion!(
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asc_allow_typo,
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DISALLOW_OPTIONAL_WORDS,
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ALLOW_TYPOS,
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vec![Asc(S("asc_desc_rank"))],
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vec![]
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);
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test_criterion!(
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asc_disallow_typo,
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DISALLOW_OPTIONAL_WORDS,
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DISALLOW_TYPOS,
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vec![Asc(S("asc_desc_rank"))],
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vec![]
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);
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test_criterion!(
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desc_allow_typo,
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DISALLOW_OPTIONAL_WORDS,
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ALLOW_TYPOS,
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vec![Desc(S("asc_desc_rank"))],
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vec![]
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);
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test_criterion!(
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desc_disallow_typo,
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DISALLOW_OPTIONAL_WORDS,
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DISALLOW_TYPOS,
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vec![Desc(S("asc_desc_rank"))],
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vec![]
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);
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test_criterion!(
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asc_unexisting_field_allow_typo,
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DISALLOW_OPTIONAL_WORDS,
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ALLOW_TYPOS,
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vec![Asc(S("unexisting_field"))],
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vec![]
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);
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test_criterion!(
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asc_unexisting_field_disallow_typo,
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DISALLOW_OPTIONAL_WORDS,
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DISALLOW_TYPOS,
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vec![Asc(S("unexisting_field"))],
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vec![]
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);
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test_criterion!(
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desc_unexisting_field_allow_typo,
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DISALLOW_OPTIONAL_WORDS,
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ALLOW_TYPOS,
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vec![Desc(S("unexisting_field"))],
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vec![]
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);
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test_criterion!(
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desc_unexisting_field_disallow_typo,
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DISALLOW_OPTIONAL_WORDS,
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DISALLOW_TYPOS,
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vec![Desc(S("unexisting_field"))],
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vec![]
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);
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test_criterion!(empty_sort_by_allow_typo, DISALLOW_OPTIONAL_WORDS, ALLOW_TYPOS, vec![Sort], vec![]);
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test_criterion!(
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empty_sort_by_disallow_typo,
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DISALLOW_OPTIONAL_WORDS,
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DISALLOW_TYPOS,
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vec![Sort],
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vec![]
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);
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test_criterion!(
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sort_by_asc_allow_typo,
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DISALLOW_OPTIONAL_WORDS,
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ALLOW_TYPOS,
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vec![Sort],
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vec![AscDesc::Asc(Member::Field(S("tag")))]
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);
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test_criterion!(
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sort_by_asc_disallow_typo,
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DISALLOW_OPTIONAL_WORDS,
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DISALLOW_TYPOS,
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vec![Sort],
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vec![AscDesc::Asc(Member::Field(S("tag")))]
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);
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test_criterion!(
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sort_by_desc_allow_typo,
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DISALLOW_OPTIONAL_WORDS,
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ALLOW_TYPOS,
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vec![Sort],
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vec![AscDesc::Desc(Member::Field(S("tag")))]
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);
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test_criterion!(
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sort_by_desc_disallow_typo,
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DISALLOW_OPTIONAL_WORDS,
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DISALLOW_TYPOS,
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vec![Sort],
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vec![AscDesc::Desc(Member::Field(S("tag")))]
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);
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test_criterion!(
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default_criteria_order,
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ALLOW_OPTIONAL_WORDS,
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ALLOW_TYPOS,
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vec![Words, Typo, Proximity, Attribute, Exactness],
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vec![]
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);
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#[test]
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fn criteria_mixup() {
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use Criterion::*;
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let index = search::setup_search_index_with_criteria(&[
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Words,
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Attribute,
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Desc(S("asc_desc_rank")),
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Exactness,
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Proximity,
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Typo,
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]);
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#[rustfmt::skip]
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let criteria_mix = {
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// Criterion doesn't implement Copy, we create a new Criterion using a closure
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let desc = || Desc(S("asc_desc_rank"));
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// all possible criteria order
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vec![
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vec![Words, Attribute, desc(), Exactness, Proximity, Typo],
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vec![Words, Attribute, desc(), Exactness, Typo, Proximity],
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vec![Words, Attribute, desc(), Proximity, Exactness, Typo],
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vec![Words, Attribute, desc(), Proximity, Typo, Exactness],
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vec![Words, Attribute, desc(), Typo, Exactness, Proximity],
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vec![Words, Attribute, desc(), Typo, Proximity, Exactness],
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vec![Words, Attribute, Exactness, desc(), Proximity, Typo],
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vec![Words, Attribute, Exactness, desc(), Typo, Proximity],
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vec![Words, Attribute, Exactness, Proximity, desc(), Typo],
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vec![Words, Attribute, Exactness, Proximity, Typo, desc()],
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vec![Words, Attribute, Exactness, Typo, desc(), Proximity],
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vec![Words, Attribute, Exactness, Typo, Proximity, desc()],
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vec![Words, Attribute, Proximity, desc(), Exactness, Typo],
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vec![Words, Attribute, Proximity, desc(), Typo, Exactness],
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vec![Words, Attribute, Proximity, Exactness, desc(), Typo],
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vec![Words, Attribute, Proximity, Exactness, Typo, desc()],
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vec![Words, Attribute, Proximity, Typo, desc(), Exactness],
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vec![Words, Attribute, Proximity, Typo, Exactness, desc()],
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vec![Words, Attribute, Typo, desc(), Exactness, Proximity],
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vec![Words, Attribute, Typo, desc(), Proximity, Exactness],
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vec![Words, Attribute, Typo, Exactness, desc(), Proximity],
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vec![Words, Attribute, Typo, Exactness, Proximity, desc()],
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vec![Words, Attribute, Typo, Proximity, desc(), Exactness],
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vec![Words, Attribute, Typo, Proximity, Exactness, desc()],
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vec![Words, desc(), Attribute, Exactness, Proximity, Typo],
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vec![Words, desc(), Attribute, Exactness, Typo, Proximity],
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vec![Words, desc(), Attribute, Proximity, Exactness, Typo],
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vec![Words, desc(), Attribute, Proximity, Typo, Exactness],
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vec![Words, desc(), Attribute, Typo, Exactness, Proximity],
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vec![Words, desc(), Attribute, Typo, Proximity, Exactness],
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vec![Words, desc(), Exactness, Attribute, Proximity, Typo],
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vec![Words, desc(), Exactness, Attribute, Typo, Proximity],
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vec![Words, desc(), Exactness, Proximity, Attribute, Typo],
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vec![Words, desc(), Exactness, Proximity, Typo, Attribute],
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vec![Words, desc(), Exactness, Typo, Attribute, Proximity],
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vec![Words, desc(), Exactness, Typo, Proximity, Attribute],
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vec![Words, desc(), Proximity, Attribute, Exactness, Typo],
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vec![Words, desc(), Proximity, Attribute, Typo, Exactness],
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vec![Words, desc(), Proximity, Exactness, Attribute, Typo],
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vec![Words, desc(), Proximity, Exactness, Typo, Attribute],
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vec![Words, desc(), Proximity, Typo, Attribute, Exactness],
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vec![Words, desc(), Proximity, Typo, Exactness, Attribute],
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vec![Words, desc(), Typo, Attribute, Exactness, Proximity],
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vec![Words, desc(), Typo, Attribute, Proximity, Exactness],
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vec![Words, desc(), Typo, Exactness, Attribute, Proximity],
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vec![Words, desc(), Typo, Exactness, Proximity, Attribute],
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vec![Words, desc(), Typo, Proximity, Attribute, Exactness],
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vec![Words, desc(), Typo, Proximity, Exactness, Attribute],
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vec![Words, Exactness, Attribute, desc(), Proximity, Typo],
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vec![Words, Exactness, Attribute, desc(), Typo, Proximity],
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vec![Words, Exactness, Attribute, Proximity, desc(), Typo],
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vec![Words, Exactness, Attribute, Proximity, Typo, desc()],
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vec![Words, Exactness, Attribute, Typo, desc(), Proximity],
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vec![Words, Exactness, Attribute, Typo, Proximity, desc()],
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vec![Words, Exactness, desc(), Attribute, Proximity, Typo],
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vec![Words, Exactness, desc(), Attribute, Typo, Proximity],
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vec![Words, Exactness, desc(), Proximity, Attribute, Typo],
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vec![Words, Exactness, desc(), Proximity, Typo, Attribute],
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vec![Words, Exactness, desc(), Typo, Attribute, Proximity],
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vec![Words, Exactness, desc(), Typo, Proximity, Attribute],
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vec![Words, Exactness, Proximity, Attribute, desc(), Typo],
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vec![Words, Exactness, Proximity, Attribute, Typo, desc()],
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vec![Words, Exactness, Proximity, desc(), Attribute, Typo],
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vec![Words, Exactness, Proximity, desc(), Typo, Attribute],
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vec![Words, Exactness, Proximity, Typo, Attribute, desc()],
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vec![Words, Exactness, Proximity, Typo, desc(), Attribute],
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vec![Words, Exactness, Typo, Attribute, desc(), Proximity],
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vec![Words, Exactness, Typo, Attribute, Proximity, desc()],
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vec![Words, Exactness, Typo, desc(), Attribute, Proximity],
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vec![Words, Exactness, Typo, desc(), Proximity, Attribute],
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vec![Words, Exactness, Typo, Proximity, Attribute, desc()],
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vec![Words, Exactness, Typo, Proximity, desc(), Attribute],
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vec![Words, Proximity, Attribute, desc(), Exactness, Typo],
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vec![Words, Proximity, Attribute, desc(), Typo, Exactness],
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vec![Words, Proximity, Attribute, Exactness, desc(), Typo],
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vec![Words, Proximity, Attribute, Exactness, Typo, desc()],
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vec![Words, Proximity, Attribute, Typo, desc(), Exactness],
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vec![Words, Proximity, Attribute, Typo, Exactness, desc()],
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vec![Words, Proximity, desc(), Attribute, Exactness, Typo],
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vec![Words, Proximity, desc(), Attribute, Typo, Exactness],
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vec![Words, Proximity, desc(), Exactness, Attribute, Typo],
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vec![Words, Proximity, desc(), Exactness, Typo, Attribute],
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vec![Words, Proximity, desc(), Typo, Attribute, Exactness],
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vec![Words, Proximity, desc(), Typo, Exactness, Attribute],
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vec![Words, Proximity, Exactness, Attribute, desc(), Typo],
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vec![Words, Proximity, Exactness, Attribute, Typo, desc()],
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vec![Words, Proximity, Exactness, desc(), Attribute, Typo],
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vec![Words, Proximity, Exactness, desc(), Typo, Attribute],
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vec![Words, Proximity, Exactness, Typo, Attribute, desc()],
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vec![Words, Proximity, Exactness, Typo, desc(), Attribute],
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vec![Words, Proximity, Typo, Attribute, desc(), Exactness],
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vec![Words, Proximity, Typo, Attribute, Exactness, desc()],
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vec![Words, Proximity, Typo, desc(), Attribute, Exactness],
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vec![Words, Proximity, Typo, desc(), Exactness, Attribute],
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vec![Words, Proximity, Typo, Exactness, Attribute, desc()],
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vec![Words, Proximity, Typo, Exactness, desc(), Attribute],
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vec![Words, Typo, Attribute, desc(), Exactness, Proximity],
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vec![Words, Typo, Attribute, desc(), Proximity, Exactness],
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vec![Words, Typo, Attribute, Exactness, desc(), Proximity],
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vec![Words, Typo, Attribute, Exactness, Proximity, desc()],
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vec![Words, Typo, Attribute, Proximity, desc(), Exactness],
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vec![Words, Typo, Attribute, Proximity, Exactness, desc()],
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vec![Words, Typo, desc(), Attribute, Proximity, Exactness],
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vec![Words, Typo, desc(), Exactness, Attribute, Proximity],
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vec![Words, Typo, desc(), Exactness, Attribute, Proximity],
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vec![Words, Typo, desc(), Exactness, Proximity, Attribute],
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vec![Words, Typo, desc(), Proximity, Attribute, Exactness],
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vec![Words, Typo, desc(), Proximity, Exactness, Attribute],
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vec![Words, Typo, Exactness, Attribute, desc(), Proximity],
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vec![Words, Typo, Exactness, Attribute, Proximity, desc()],
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vec![Words, Typo, Exactness, desc(), Attribute, Proximity],
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vec![Words, Typo, Exactness, desc(), Proximity, Attribute],
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vec![Words, Typo, Exactness, Proximity, Attribute, desc()],
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vec![Words, Typo, Exactness, Proximity, desc(), Attribute],
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vec![Words, Typo, Proximity, Attribute, desc(), Exactness],
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vec![Words, Typo, Proximity, Attribute, Exactness, desc()],
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vec![Words, Typo, Proximity, desc(), Attribute, Exactness],
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vec![Words, Typo, Proximity, desc(), Exactness, Attribute],
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vec![Words, Typo, Proximity, Exactness, Attribute, desc()],
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vec![Words, Typo, Proximity, Exactness, desc(), Attribute],
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]
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};
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let config = IndexerConfig::default();
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for criteria in criteria_mix {
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eprintln!("Testing with criteria order: {:?}", &criteria);
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//update criteria
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let mut wtxn = index.write_txn().unwrap();
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let mut builder = Settings::new(&mut wtxn, &index, &config);
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builder.set_criteria(criteria.clone());
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builder.execute(|_| (), || false).unwrap();
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wtxn.commit().unwrap();
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let rtxn = index.read_txn().unwrap();
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let mut search = Search::new(&rtxn, &index);
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search.query(search::TEST_QUERY);
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search.limit(EXTERNAL_DOCUMENTS_IDS.len());
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search.terms_matching_strategy(ALLOW_OPTIONAL_WORDS);
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search.authorize_typos(ALLOW_TYPOS);
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let SearchResult { documents_ids, .. } = search.execute().unwrap();
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let expected_external_ids: Vec<_> =
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search::expected_order(&criteria, ALLOW_TYPOS, ALLOW_OPTIONAL_WORDS, &[])
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.into_iter()
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.map(|d| d.id)
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.collect();
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let documents_ids = search::internal_to_external_ids(&index, &documents_ids);
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assert_eq!(documents_ids, expected_external_ids);
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}
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}
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#[test]
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fn criteria_ascdesc() {
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let path = tempfile::tempdir().unwrap();
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let mut options = EnvOpenOptions::new();
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options.map_size(12 * 1024 * 1024); // 10 MB
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let index = Index::new(options, &path).unwrap();
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let mut wtxn = index.write_txn().unwrap();
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let config = IndexerConfig::default();
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let mut builder = Settings::new(&mut wtxn, &index, &config);
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builder.set_sortable_fields(hashset! {
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S("name"),
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S("age"),
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});
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builder.execute(|_| (), || false).unwrap();
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// index documents
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let config = IndexerConfig { max_memory: Some(10 * 1024 * 1024), ..Default::default() };
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let indexing_config = IndexDocumentsConfig { autogenerate_docids: true, ..Default::default() };
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let builder =
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IndexDocuments::new(&mut wtxn, &index, &config, indexing_config, |_| (), || false).unwrap();
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let mut batch_builder = DocumentsBatchBuilder::new(Vec::new());
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(0..ASC_DESC_CANDIDATES_THRESHOLD + 1).for_each(|_| {
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let mut rng = rand::thread_rng();
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let age = rng.gen::<u32>().to_string();
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let name = rng
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.sample_iter(&rand::distributions::Alphanumeric)
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.map(char::from)
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.filter(|c| *c >= 'a' && *c <= 'z')
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.take(10)
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.collect::<String>();
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let json = serde_json::json!({
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"name": name,
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"age": age,
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});
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let object = match json {
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serde_json::Value::Object(object) => object,
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_ => panic!(),
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};
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batch_builder.append_json_object(&object).unwrap();
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});
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let vector = batch_builder.into_inner().unwrap();
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let reader = DocumentsBatchReader::from_reader(Cursor::new(vector)).unwrap();
|
|
let (builder, user_error) = builder.add_documents(reader).unwrap();
|
|
user_error.unwrap();
|
|
builder.execute().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);
|
|
}
|
|
}
|