feat: Make typo factor configurable
Fixes https://github.com/valeriansaliou/sonic/issues/394.
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@@ -120,6 +120,11 @@ pub struct SearchConfig {
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pub list_limit_default: u16,
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pub list_limit_maximum: u16,
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/// Word lengths from which one more typo is allowed when correcting words
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/// (e.g. `[4, 7, 10]` allows 1 typo from 4 letters, 2 typos from 7 letters
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/// and 3 typos from 10 letters). Empty means no typo correction.
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pub typo_factor_word_lengths: Vec<usize>,
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}
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#[derive(Debug, Deserialize)]
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@@ -386,6 +391,7 @@ pub(crate) mod tests {
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suggest_limit_maximum = 20
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list_limit_default = 100
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list_limit_maximum = 500
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typo_factor_word_lengths = [4, 7, 10]
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[store.kv]
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path = "./data/store/kv/"
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@@ -209,7 +209,10 @@ impl super::Executor {
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continue 'terms;
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}
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let max_typo_factor = typo_factor(original_word_len);
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let max_typo_factor = typo_factor(
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original_word_len,
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&self.app_conf.search.typo_factor_word_lengths,
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);
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let mut typo_factor = 1u32;
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// TODO: Rework the Levenshtein query feature to avoid repeating
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@@ -8,6 +8,7 @@
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use super::types::QuerySearchLimit;
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use crate::lexer::preprocessor::PreprocessorOutput;
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use crate::store::StoreItemPart;
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use crate::store::fst::typo_factor;
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impl super::Executor {
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pub fn suggest(
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@@ -27,10 +28,12 @@ impl super::Executor {
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if let (Some(token), None) = (tokens.next(), tokens.next()) {
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let len = token.as_original().len();
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let term = token.into_normalized();
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let max_typo_factor =
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typo_factor(len, &self.app_conf.search.typo_factor_word_lengths);
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tracing::debug!("running suggest on word: {term:?}");
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return match fst_store.suggest_words(term, len, limit as usize, None) {
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return match fst_store.suggest_words(term, len, limit as usize, max_typo_factor) {
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Some(words) => Ok(Some(words.map(|(k, _)| k))),
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None => Ok(None),
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};
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@@ -245,7 +245,7 @@ impl FstStore {
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// on user input.
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original_word_len: usize,
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limit: usize,
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max_typo_factor: Option<u32>,
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max_typo_factor: u32,
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) -> Option<impl ExactSizeIterator<Item = (String, u16)> + DoubleEndedIterator + use<>> {
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use indexmap::IndexMap;
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@@ -276,8 +276,6 @@ impl FstStore {
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// Try to fuzzy-suggest other words? (e.g. correct typos)
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if self.action_config.fuzzy_matching_enabled && found_words.len() < limit {
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// Allow more typos in word as the word gets longer, up to a maximum limit
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let max_typo_factor = max_typo_factor.unwrap_or(typo_factor(original_word_len));
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let mut typo_factor = 1u32;
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// TODO: Rework the Levenshtein query feature to avoid repeating
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@@ -403,13 +401,14 @@ impl FstStore {
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}
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/// Allow more typos in word as the word gets longer, up to a maximum limit.
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pub(crate) fn typo_factor(word_len: usize) -> u32 {
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match word_len {
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1..=3 => 0,
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4..=6 => 1,
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7..=9 => 2,
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_ => 3,
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}
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///
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/// `typo_factor_word_lengths` lists the word lengths from which one more typo
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/// is allowed (see `search.typo_factor_word_lengths`).
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pub(crate) fn typo_factor(word_len: usize, typo_factor_word_lengths: &[usize]) -> u32 {
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typo_factor_word_lengths
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.iter()
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.filter(|&&min_word_len| word_len >= min_word_len)
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.count() as u32
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}
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// MARK: - Helpers
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@@ -59,6 +59,7 @@ pub fn defaults_toml() -> String {
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suggest_limit_maximum = 20
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list_limit_default = 100
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list_limit_maximum = 500
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typo_factor_word_lengths = [4, 7, 10]
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[store.kv]
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path = {kv_store_path:?}
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@@ -126,6 +126,31 @@ macro_rules! exec {
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.expect("QUERY should succeed")
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}};
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($executor:ident -> SUGGEST $collection:tt $bucket:tt $word:tt $(LANG($lang:expr))?) => {{
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#[rustfmt::skip]
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$executor.log(format!(
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"SUGGEST {:?} {:?} {:?}{}",
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$collection, $bucket, $word, exec!(internal_ lang_txt $($lang)?)
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));
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let (c, b) = crate::common::bucket_ref!($collection, $bucket);
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let preprocessor = sonic::lexer::preprocessor::Preprocessor::new(
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$executor.app_conf.tokenization,
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$executor.app_conf.normalization,
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$executor.app_conf.stopwords.clone(),
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false,
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false,
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);
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$executor
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.suggest(
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c, b,
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preprocessor.preprocess($word, exec!(internal_ lang $($lang)?)),
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$executor.app_conf.search.suggest_limit_default,
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)
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.expect("SUGGEST should succeed")
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.map(|words| words.collect::<Vec<String>>())
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.unwrap_or_default()
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}};
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($executor:ident -> LIST $collection:tt $bucket:tt $(LIMIT($limit:expr))?) => {{
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$executor.log(format!("LIST {:?} {:?}", $collection, $bucket));
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let (c, b) = crate::common::bucket_ref!($collection, $bucket);
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@@ -9,7 +9,8 @@
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//! A “typo factor” is chosen based on the token’s length. Those tests ensure
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//! typo correction works, and ensure no regression in the quality of the
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//! results.
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//! At the moment of this writing, the mapping function is the following:
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//! The mapping is configured by `search.typo_factor_word_lengths`. With the
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//! default value (`[4, 7, 10]`), it is the following:
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//!
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//! ```
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//! let mut typo_factor = match word.len() {
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@@ -65,6 +66,69 @@ fn test_search_allows_typos() {
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] LANG("eng"));
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}
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/// The word length -> typo factor mapping can be configured.
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///
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/// See <https://github.com/valeriansaliou/sonic/issues/394>.
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#[test]
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fn test_config_typo_factor_word_lengths() {
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init_logging();
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let executor = make_test_executor(|app_conf| {
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// 1 typo from 3 letters, 2 typos from 5 letters, never 3 typos.
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app_conf.search.typo_factor_word_lengths = vec![3, 5];
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});
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exec!(executor -> PUSH "messages" "user:1" "chat:1" ASTRONOMY_WORDS LANG("eng"));
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exec!(executor -> TRIGGER consolidate);
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#[rustfmt::skip]
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let examples: [(&str, &[&str]); 3] = [
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// 3-letter word, distance = 1.
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("sum", &["sun"]),
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// 6-letter word, distance = 2.
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("nzbala", &["nebula"]),
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// 10-letter word, distance = 3.
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("sapcecrzft", &[]),
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];
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for (needle, expected_suggestions) in examples {
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let expected_response: &[&str] = if expected_suggestions.is_empty() {
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&[]
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} else {
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&["chat:1"]
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};
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let response = exec!(executor -> QUERY "messages" "user:1" needle LANG("eng"));
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assert_eq!(response, expected_response, "QUERY {needle:?}");
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let suggestions = exec!(executor -> SUGGEST "messages" "user:1" needle LANG("eng"));
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assert_eq!(suggestions, expected_suggestions, "SUGGEST {needle:?}");
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}
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}
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/// Typo correction can be disabled by configuring no word length.
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///
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/// See <https://github.com/valeriansaliou/sonic/issues/394>.
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#[test]
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fn test_config_typo_correction_disabled() {
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init_logging();
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let executor = make_test_executor(|app_conf| {
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app_conf.search.typo_factor_word_lengths = vec![];
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});
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exec!(executor -> PUSH "messages" "user:1" "chat:1" ASTRONOMY_WORDS LANG("eng"));
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exec!(executor -> TRIGGER consolidate);
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// NOTE: All of those match with the default configuration
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// (see `test_search_allows_typos`).
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for needle in ["ssun", "nzbula", "plusars", "sapcecrzft"] {
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let response = exec!(executor -> QUERY "messages" "user:1" needle LANG("eng"));
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assert_eq!(response, [] as [&str; 0], "QUERY {needle:?}");
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let suggestions = exec!(executor -> SUGGEST "messages" "user:1" needle LANG("eng"));
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assert_eq!(suggestions, [] as [&str; 0], "SUGGEST {needle:?}");
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}
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}
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/// Ensures the order of words in search queries is insignificant.
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#[test]
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#[ignore = "Not supported yet (FIXME)"]
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