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Merge #4225

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4225: [EXP] Let the user customize the proximity precision r=dureuill a=ManyTheFish

# Pull Request
This PR introduces a new setting `proximityPrecision` allowing the user to trade indexing time with search precision on proximity-based features:
- proximity ranking rules
- multi-word synonyms
- phrase search
- split-words

I put the API PRD below:
https://www.notion.so/meilisearch/3988b345b5b248948a4a0dc5932a18ce?v=45d79150adb84b0aa27826ff6da2e029&p=aa69c2bab2c3402bab9340ae4def4577&pm=s

## Related issue
Fixes #4187

Co-authored-by: ManyTheFish <many@meilisearch.com>
This commit is contained in:
meili-bors[bot] 2023-12-06 17:21:43 +00:00 committed by GitHub
commit 0fbc1511d7
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GPG Key ID: 4AEE18F83AFDEB23
22 changed files with 861 additions and 67 deletions
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1
dump/src/lib.rs
View File

@ -267,6 +267,7 @@ pub(crate) mod test {
dictionary: Setting::NotSet,
synonyms: Setting::NotSet,
distinct_attribute: Setting::NotSet,
proximity_precision: Setting::NotSet,
typo_tolerance: Setting::NotSet,
faceting: Setting::Set(FacetingSettings {
max_values_per_facet: Setting::Set(111),

1
dump/src/reader/compat/v5_to_v6.rs
View File

@ -345,6 +345,7 @@ impl<T> From<v5::Settings<T>> for v6::Settings<v6::Unchecked> {
dictionary: v6::Setting::NotSet,
synonyms: settings.synonyms.into(),
distinct_attribute: settings.distinct_attribute.into(),
proximity_precision: v6::Setting::NotSet,
typo_tolerance: match settings.typo_tolerance {
v5::Setting::Set(typo) => v6::Setting::Set(v6::TypoTolerance {
enabled: typo.enabled.into(),

3
index-scheduler/src/batch.rs
View File

@ -1343,6 +1343,9 @@ impl IndexScheduler {
for (task, (_, settings)) in tasks.iter_mut().zip(settings) {
let checked_settings = settings.clone().check();
if checked_settings.proximity_precision.set().is_some() {
self.features.features().check_proximity_precision()?;
}
task.details = Some(Details::SettingsUpdate { settings: Box::new(settings) });
apply_settings_to_builder(&checked_settings, &mut builder);

13
index-scheduler/src/features.rs
View File

@ -81,6 +81,19 @@ impl RoFeatures {
.into())
}
}
pub fn check_proximity_precision(&self) -> Result<()> {
if self.runtime.proximity_precision {
Ok(())
} else {
Err(FeatureNotEnabledError {
disabled_action: "Using `proximityPrecision` index setting",
feature: "proximity precision",
issue_link: "https://github.com/orgs/meilisearch/discussions/710",
}
.into())
}
}
}
impl FeatureData {

1
meilisearch-types/src/error.rs
View File

@ -252,6 +252,7 @@ InvalidSearchShowRankingScoreDetails , InvalidRequest , BAD_REQUEST ;
InvalidSearchSort , InvalidRequest , BAD_REQUEST ;
InvalidSettingsDisplayedAttributes , InvalidRequest , BAD_REQUEST ;
InvalidSettingsDistinctAttribute , InvalidRequest , BAD_REQUEST ;
InvalidSettingsProximityPrecision , InvalidRequest , BAD_REQUEST ;
InvalidSettingsFaceting , InvalidRequest , BAD_REQUEST ;
InvalidSettingsFilterableAttributes , InvalidRequest , BAD_REQUEST ;
InvalidSettingsPagination , InvalidRequest , BAD_REQUEST ;

1
meilisearch-types/src/features.rs
View File

@ -7,6 +7,7 @@ pub struct RuntimeTogglableFeatures {
pub vector_store: bool,
pub metrics: bool,
pub export_puffin_reports: bool,
pub proximity_precision: bool,
}
#[derive(Default, Debug, Clone, Copy)]

47
meilisearch-types/src/settings.rs
View File

@ -8,6 +8,7 @@ use std::str::FromStr;
use deserr::{DeserializeError, Deserr, ErrorKind, MergeWithError, ValuePointerRef};
use fst::IntoStreamer;
use milli::proximity::ProximityPrecision;
use milli::update::Setting;
use milli::{Criterion, CriterionError, Index, DEFAULT_VALUES_PER_FACET};
use serde::{Deserialize, Serialize, Serializer};
@ -186,6 +187,9 @@ pub struct Settings<T> {
#[deserr(default, error = DeserrJsonError<InvalidSettingsDistinctAttribute>)]
pub distinct_attribute: Setting<String>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default, error = DeserrJsonError<InvalidSettingsProximityPrecision>)]
pub proximity_precision: Setting<ProximityPrecisionView>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
#[deserr(default, error = DeserrJsonError<InvalidSettingsTypoTolerance>)]
pub typo_tolerance: Setting<TypoSettings>,
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
@ -214,6 +218,7 @@ impl Settings<Checked> {
separator_tokens: Setting::Reset,
dictionary: Setting::Reset,
distinct_attribute: Setting::Reset,
proximity_precision: Setting::Reset,
typo_tolerance: Setting::Reset,
faceting: Setting::Reset,
pagination: Setting::Reset,
@ -234,6 +239,7 @@ impl Settings<Checked> {
dictionary,
synonyms,
distinct_attribute,
proximity_precision,
typo_tolerance,
faceting,
pagination,
@ -252,6 +258,7 @@ impl Settings<Checked> {
dictionary,
synonyms,
distinct_attribute,
proximity_precision,
typo_tolerance,
faceting,
pagination,
@ -296,6 +303,7 @@ impl Settings<Unchecked> {
separator_tokens: self.separator_tokens,
dictionary: self.dictionary,
distinct_attribute: self.distinct_attribute,
proximity_precision: self.proximity_precision,
typo_tolerance: self.typo_tolerance,
faceting: self.faceting,
pagination: self.pagination,
@ -390,6 +398,12 @@ pub fn apply_settings_to_builder(
Setting::NotSet => (),
}
match settings.proximity_precision {
Setting::Set(ref precision) => builder.set_proximity_precision((*precision).into()),
Setting::Reset => builder.reset_proximity_precision(),
Setting::NotSet => (),
}
match settings.typo_tolerance {
Setting::Set(ref value) => {
match value.enabled {
@ -509,6 +523,8 @@ pub fn settings(
let distinct_field = index.distinct_field(rtxn)?.map(String::from);
let proximity_precision = index.proximity_precision(rtxn)?.map(ProximityPrecisionView::from);
let synonyms = index.user_defined_synonyms(rtxn)?;
let min_typo_word_len = MinWordSizeTyposSetting {
@ -575,6 +591,10 @@ pub fn settings(
Some(field) => Setting::Set(field),
None => Setting::Reset,
},
proximity_precision: match proximity_precision {
Some(precision) => Setting::Set(precision),
None => Setting::Reset,
},
synonyms: Setting::Set(synonyms),
typo_tolerance: Setting::Set(typo_tolerance),
faceting: Setting::Set(faceting),
@ -679,6 +699,31 @@ impl From<RankingRuleView> for Criterion {
}
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Deserr, Serialize, Deserialize)]
#[serde(deny_unknown_fields, rename_all = "camelCase")]
#[deserr(error = DeserrJsonError<InvalidSettingsProximityPrecision>, rename_all = camelCase, deny_unknown_fields)]
pub enum ProximityPrecisionView {
WordScale,
AttributeScale,
}
impl From<ProximityPrecision> for ProximityPrecisionView {
fn from(value: ProximityPrecision) -> Self {
match value {
ProximityPrecision::WordScale => ProximityPrecisionView::WordScale,
ProximityPrecision::AttributeScale => ProximityPrecisionView::AttributeScale,
}
}
}
impl From<ProximityPrecisionView> for ProximityPrecision {
fn from(value: ProximityPrecisionView) -> Self {
match value {
ProximityPrecisionView::WordScale => ProximityPrecision::WordScale,
ProximityPrecisionView::AttributeScale => ProximityPrecision::AttributeScale,
}
}
}
#[cfg(test)]
pub(crate) mod test {
use super::*;
@ -698,6 +743,7 @@ pub(crate) mod test {
dictionary: Setting::NotSet,
synonyms: Setting::NotSet,
distinct_attribute: Setting::NotSet,
proximity_precision: Setting::NotSet,
typo_tolerance: Setting::NotSet,
faceting: Setting::NotSet,
pagination: Setting::NotSet,
@ -722,6 +768,7 @@ pub(crate) mod test {
dictionary: Setting::NotSet,
synonyms: Setting::NotSet,
distinct_attribute: Setting::NotSet,
proximity_precision: Setting::NotSet,
typo_tolerance: Setting::NotSet,
faceting: Setting::NotSet,
pagination: Setting::NotSet,

8
meilisearch/src/routes/features.rs
View File

@ -48,6 +48,8 @@ pub struct RuntimeTogglableFeatures {
pub metrics: Option<bool>,
#[deserr(default)]
pub export_puffin_reports: Option<bool>,
#[deserr(default)]
pub proximity_precision: Option<bool>,
}
async fn patch_features(
@ -70,6 +72,10 @@ async fn patch_features(
.0
.export_puffin_reports
.unwrap_or(old_features.export_puffin_reports),
proximity_precision: new_features
.0
.proximity_precision
.unwrap_or(old_features.proximity_precision),
};
// explicitly destructure for analytics rather than using the `Serialize` implementation, because
@ -80,6 +86,7 @@ async fn patch_features(
vector_store,
metrics,
export_puffin_reports,
proximity_precision,
} = new_features;
analytics.publish(
@ -89,6 +96,7 @@ async fn patch_features(
"vector_store": vector_store,
"metrics": metrics,
"export_puffin_reports": export_puffin_reports,
"proximity_precision": proximity_precision,
}),
Some(&req),
);

28
meilisearch/src/routes/indexes/settings.rs
View File

@ -435,6 +435,30 @@ make_setting_route!(
}
);
make_setting_route!(
"/proximity-precision",
put,
meilisearch_types::settings::ProximityPrecisionView,
meilisearch_types::deserr::DeserrJsonError<
meilisearch_types::error::deserr_codes::InvalidSettingsProximityPrecision,
>,
proximity_precision,
"proximityPrecision",
analytics,
|precision: &Option<meilisearch_types::settings::ProximityPrecisionView>, req: &HttpRequest| {
use serde_json::json;
analytics.publish(
"ProximityPrecision Updated".to_string(),
json!({
"proximity_precision": {
"set": precision.is_some(),
}
}),
Some(req),
);
}
);
make_setting_route!(
"/ranking-rules",
put,
@ -541,6 +565,7 @@ generate_configure!(
displayed_attributes,
searchable_attributes,
distinct_attribute,
proximity_precision,
stop_words,
separator_tokens,
non_separator_tokens,
@ -594,6 +619,9 @@ pub async fn update_all(
"distinct_attribute": {
"set": new_settings.distinct_attribute.as_ref().set().is_some()
},
"proximity_precision": {
"set": new_settings.proximity_precision.as_ref().set().is_some()
},
"typo_tolerance": {
"enabled": new_settings.typo_tolerance
.as_ref()

BIN
meilisearch/tests/assets/v6_v1.6.0_use_deactivated_experimental_setting.dump Normal file
View File

Binary file not shown.

6
meilisearch/tests/dumps/data.rs
View File

@ -20,6 +20,8 @@ pub enum GetDump {
RubyGemsWithSettingsV4,
TestV5,
TestV6WithExperimental,
}
impl GetDump {
@ -68,6 +70,10 @@ impl GetDump {
GetDump::TestV5 => {
exist_relative_path!("tests/assets/v5_v0.28.0_test_dump.dump").into()
}
GetDump::TestV6WithExperimental => exist_relative_path!(
"tests/assets/v6_v1.6.0_use_deactivated_experimental_setting.dump"
)
.into(),
}
}
}

117
meilisearch/tests/dumps/mod.rs
View File

@ -59,6 +59,7 @@ async fn import_dump_v1_movie_raw() {
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": null,
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
@ -219,6 +220,7 @@ async fn import_dump_v1_movie_with_settings() {
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": null,
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
@ -365,6 +367,7 @@ async fn import_dump_v1_rubygems_with_settings() {
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": null,
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
@ -497,6 +500,7 @@ async fn import_dump_v2_movie_raw() {
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": null,
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
@ -641,6 +645,7 @@ async fn import_dump_v2_movie_with_settings() {
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": null,
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
@ -784,6 +789,7 @@ async fn import_dump_v2_rubygems_with_settings() {
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": null,
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
@ -916,6 +922,7 @@ async fn import_dump_v3_movie_raw() {
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": null,
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
@ -1060,6 +1067,7 @@ async fn import_dump_v3_movie_with_settings() {
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": null,
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
@ -1203,6 +1211,7 @@ async fn import_dump_v3_rubygems_with_settings() {
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": null,
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
@ -1335,6 +1344,7 @@ async fn import_dump_v4_movie_raw() {
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": null,
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
@ -1479,6 +1489,7 @@ async fn import_dump_v4_movie_with_settings() {
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": null,
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
@ -1622,6 +1633,7 @@ async fn import_dump_v4_rubygems_with_settings() {
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": null,
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
@ -1810,3 +1822,108 @@ async fn import_dump_v5() {
json_string!(tasks, { ".results[].details.dumpUid" => "[uid]", ".results[].duration" => "[duration]" , ".results[].startedAt" => "[date]" , ".results[].finishedAt" => "[date]" })
);
}
#[actix_rt::test]
async fn import_dump_v6_containing_experimental_features() {
let temp = tempfile::tempdir().unwrap();
let options = Opt {
import_dump: Some(GetDump::TestV6WithExperimental.path()),
..default_settings(temp.path())
};
let mut server = Server::new_auth_with_options(options, temp).await;
server.use_api_key("MASTER_KEY");
let (indexes, code) = server.list_indexes(None, None).await;
assert_eq!(code, 200, "{indexes}");
assert_eq!(indexes["results"].as_array().unwrap().len(), 1);
assert_eq!(indexes["results"][0]["uid"], json!("movies"));
assert_eq!(indexes["results"][0]["primaryKey"], json!("id"));
let (response, code) = server.get_features().await;
meili_snap::snapshot!(code, @"200 OK");
meili_snap::snapshot!(meili_snap::json_string!(response), @r###"
{
"scoreDetails": false,
"vectorStore": false,
"metrics": false,
"exportPuffinReports": false,
"proximityPrecision": false
}
"###);
let index = server.index("movies");
let (response, code) = index.settings().await;
meili_snap::snapshot!(code, @"200 OK");
meili_snap::snapshot!(meili_snap::json_string!(response), @r###"
{
"displayedAttributes": [
"*"
],
"searchableAttributes": [
"*"
],
"filterableAttributes": [],
"sortableAttributes": [],
"rankingRules": [
"words",
"typo",
"proximity"
],
"stopWords": [],
"nonSeparatorTokens": [],
"separatorTokens": [],
"dictionary": [],
"synonyms": {},
"distinctAttribute": null,
"proximityPrecision": "attributeScale",
"typoTolerance": {
"enabled": true,
"minWordSizeForTypos": {
"oneTypo": 5,
"twoTypos": 9
},
"disableOnWords": [],
"disableOnAttributes": []
},
"faceting": {
"maxValuesPerFacet": 100,
"sortFacetValuesBy": {
"*": "alpha"
}
},
"pagination": {
"maxTotalHits": 1000
}
}
"###);
// the expected order is [1, 3, 2] instead of [3, 1, 2]
// because the attribute scale doesn't make the difference between 1 and 3.
index
.search(json!({"q": "the soup of day"}), |response, code| {
snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###"
[
{
"id": 1,
"a": "Soup of the day",
"b": "many the fish"
},
{
"id": 3,
"a": "the Soup of day",
"b": "many the fish"
},
{
"id": 2,
"a": "Soup of day",
"b": "many the lazy fish"
}
]
"###);
})
.await;
}

20
meilisearch/tests/features/mod.rs
View File

@ -21,7 +21,8 @@ async fn experimental_features() {
"scoreDetails": false,
"vectorStore": false,
"metrics": false,
"exportPuffinReports": false
"exportPuffinReports": false,
"proximityPrecision": false
}
"###);
@ -33,7 +34,8 @@ async fn experimental_features() {
"scoreDetails": false,
"vectorStore": true,
"metrics": false,
"exportPuffinReports": false
"exportPuffinReports": false,
"proximityPrecision": false
}
"###);
@ -45,7 +47,8 @@ async fn experimental_features() {
"scoreDetails": false,
"vectorStore": true,
"metrics": false,
"exportPuffinReports": false
"exportPuffinReports": false,
"proximityPrecision": false
}
"###);
@ -58,7 +61,8 @@ async fn experimental_features() {
"scoreDetails": false,
"vectorStore": true,
"metrics": false,
"exportPuffinReports": false
"exportPuffinReports": false,
"proximityPrecision": false
}
"###);
@ -71,7 +75,8 @@ async fn experimental_features() {
"scoreDetails": false,
"vectorStore": true,
"metrics": false,
"exportPuffinReports": false
"exportPuffinReports": false,
"proximityPrecision": false
}
"###);
}
@ -91,7 +96,8 @@ async fn experimental_feature_metrics() {
"scoreDetails": false,
"vectorStore": false,
"metrics": true,
"exportPuffinReports": false
"exportPuffinReports": false,
"proximityPrecision": false
}
"###);
@ -146,7 +152,7 @@ async fn errors() {
meili_snap::snapshot!(code, @"400 Bad Request");
meili_snap::snapshot!(meili_snap::json_string!(response), @r###"
{
"message": "Unknown field `NotAFeature`: expected one of `scoreDetails`, `vectorStore`, `metrics`, `exportPuffinReports`",
"message": "Unknown field `NotAFeature`: expected one of `scoreDetails`, `vectorStore`, `metrics`, `exportPuffinReports`, `proximityPrecision`",
"code": "bad_request",
"type": "invalid_request",
"link": "https://docs.meilisearch.com/errors#bad_request"

2
meilisearch/tests/settings/get_settings.rs
View File

@ -54,7 +54,7 @@ async fn get_settings() {
let (response, code) = index.settings().await;
assert_eq!(code, 200);
let settings = response.as_object().unwrap();
assert_eq!(settings.keys().len(), 14);
assert_eq!(settings.keys().len(), 15);
assert_eq!(settings["displayedAttributes"], json!(["*"]));
assert_eq!(settings["searchableAttributes"], json!(["*"]));
assert_eq!(settings["filterableAttributes"], json!([]));

1
meilisearch/tests/settings/mod.rs
View File

@ -1,4 +1,5 @@
mod distinct;
mod errors;
mod get_settings;
mod proximity_settings;
mod tokenizer_customization;

396
meilisearch/tests/settings/proximity_settings.rs Normal file
View File

@ -0,0 +1,396 @@
use meili_snap::{json_string, snapshot};
use once_cell::sync::Lazy;
use crate::common::Server;
use crate::json;
static DOCUMENTS: Lazy<crate::common::Value> = Lazy::new(|| {
json!([
{
"id": 1,
"a": "Soup of the day",
"b": "many the fish",
},
{
"id": 2,
"a": "Soup of day",
"b": "many the lazy fish",
},
{
"id": 3,
"a": "the Soup of day",
"b": "many the fish",
},
])
});
#[actix_rt::test]
async fn attribute_scale_search() {
let server = Server::new().await;
let (response, code) = server.set_features(json!({"proximityPrecision": true})).await;
meili_snap::snapshot!(code, @"200 OK");
meili_snap::snapshot!(meili_snap::json_string!(response), @r###"
{
"scoreDetails": false,
"vectorStore": false,
"metrics": false,
"exportPuffinReports": false,
"proximityPrecision": true
}
"###);
let index = server.index("test");
index.add_documents(DOCUMENTS.clone(), None).await;
index.wait_task(0).await;
let (response, code) = index
.update_settings(json!({
"proximityPrecision": "attributeScale",
"rankingRules": ["words", "typo", "proximity"],
}))
.await;
assert_eq!("202", code.as_str(), "{:?}", response);
index.wait_task(1).await;
// the expected order is [1, 3, 2] instead of [3, 1, 2]
// because the attribute scale doesn't make the difference between 1 and 3.
index
.search(json!({"q": "the soup of day"}), |response, code| {
snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###"
[
{
"id": 1,
"a": "Soup of the day",
"b": "many the fish"
},
{
"id": 3,
"a": "the Soup of day",
"b": "many the fish"
},
{
"id": 2,
"a": "Soup of day",
"b": "many the lazy fish"
}
]
"###);
})
.await;
// the expected order is [1, 2, 3] instead of [1, 3, 2]
// because the attribute scale sees all the word in the same attribute
// and so doesn't make the difference between the documents.
index
.search(json!({"q": "many the fish"}), |response, code| {
snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###"
[
{
"id": 1,
"a": "Soup of the day",
"b": "many the fish"
},
{
"id": 2,
"a": "Soup of day",
"b": "many the lazy fish"
},
{
"id": 3,
"a": "the Soup of day",
"b": "many the fish"
}
]
"###);
})
.await;
}
#[actix_rt::test]
async fn attribute_scale_phrase_search() {
let server = Server::new().await;
let (response, code) = server.set_features(json!({"proximityPrecision": true})).await;
meili_snap::snapshot!(code, @"200 OK");
meili_snap::snapshot!(meili_snap::json_string!(response), @r###"
{
"scoreDetails": false,
"vectorStore": false,
"metrics": false,
"exportPuffinReports": false,
"proximityPrecision": true
}
"###);
let index = server.index("test");
index.add_documents(DOCUMENTS.clone(), None).await;
index.wait_task(0).await;
let (_response, _code) = index
.update_settings(json!({
"proximityPrecision": "attributeScale",
"rankingRules": ["words", "typo", "proximity"],
}))
.await;
index.wait_task(1).await;
// the expected order is [1, 3] instead of [3, 1]
// because the attribute scale doesn't make the difference between 1 and 3.
// But 2 shouldn't be returned because "the" is not in the same attribute.
index
.search(json!({"q": "\"the soup of day\""}), |response, code| {
snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###"
[
{
"id": 1,
"a": "Soup of the day",
"b": "many the fish"
},
{
"id": 3,
"a": "the Soup of day",
"b": "many the fish"
}
]
"###);
})
.await;
// the expected order is [1, 2, 3] instead of [1, 3]
// because the attribute scale sees all the word in the same attribute
// and so doesn't make the difference between the documents.
index
.search(json!({"q": "\"many the fish\""}), |response, code| {
snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###"
[
{
"id": 1,
"a": "Soup of the day",
"b": "many the fish"
},
{
"id": 2,
"a": "Soup of day",
"b": "many the lazy fish"
},
{
"id": 3,
"a": "the Soup of day",
"b": "many the fish"
}
]
"###);
})
.await;
}
#[actix_rt::test]
async fn word_scale_set_and_reset() {
let server = Server::new().await;
let (response, code) = server.set_features(json!({"proximityPrecision": true})).await;
meili_snap::snapshot!(code, @"200 OK");
meili_snap::snapshot!(meili_snap::json_string!(response), @r###"
{
"scoreDetails": false,
"vectorStore": false,
"metrics": false,
"exportPuffinReports": false,
"proximityPrecision": true
}
"###);
let index = server.index("test");
index.add_documents(DOCUMENTS.clone(), None).await;
index.wait_task(0).await;
// Set and reset the setting ensuring the swap between the 2 settings is applied.
let (_response, _code) = index
.update_settings(json!({
"proximityPrecision": "attributeScale",
"rankingRules": ["words", "typo", "proximity"],
}))
.await;
index.wait_task(1).await;
let (_response, _code) = index
.update_settings(json!({
"proximityPrecision": "wordScale",
"rankingRules": ["words", "typo", "proximity"],
}))
.await;
index.wait_task(2).await;
// [3, 1, 2]
index
.search(json!({"q": "the soup of day"}), |response, code| {
snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###"
[
{
"id": 3,
"a": "the Soup of day",
"b": "many the fish"
},
{
"id": 1,
"a": "Soup of the day",
"b": "many the fish"
},
{
"id": 2,
"a": "Soup of day",
"b": "many the lazy fish"
}
]
"###);
})
.await;
// [1, 3, 2]
index
.search(json!({"q": "many the fish"}), |response, code| {
snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###"
[
{
"id": 1,
"a": "Soup of the day",
"b": "many the fish"
},
{
"id": 3,
"a": "the Soup of day",
"b": "many the fish"
},
{
"id": 2,
"a": "Soup of day",
"b": "many the lazy fish"
}
]
"###);
})
.await;
// [3]
index
.search(json!({"q": "\"the soup of day\""}), |response, code| {
snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###"
[
{
"id": 3,
"a": "the Soup of day",
"b": "many the fish"
}
]
"###);
})
.await;
// [1, 3]
index
.search(json!({"q": "\"many the fish\""}), |response, code| {
snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###"
[
{
"id": 1,
"a": "Soup of the day",
"b": "many the fish"
},
{
"id": 3,
"a": "the Soup of day",
"b": "many the fish"
}
]
"###);
})
.await;
}
#[actix_rt::test]
async fn attribute_scale_default_ranking_rules() {
let server = Server::new().await;
let (response, code) = server.set_features(json!({"proximityPrecision": true})).await;
meili_snap::snapshot!(code, @"200 OK");
meili_snap::snapshot!(meili_snap::json_string!(response), @r###"
{
"scoreDetails": false,
"vectorStore": false,
"metrics": false,
"exportPuffinReports": false,
"proximityPrecision": true
}
"###);
let index = server.index("test");
index.add_documents(DOCUMENTS.clone(), None).await;
index.wait_task(0).await;
let (response, code) = index
.update_settings(json!({
"proximityPrecision": "attributeScale"
}))
.await;
assert_eq!("202", code.as_str(), "{:?}", response);
index.wait_task(1).await;
// the expected order is [3, 1, 2]
index
.search(json!({"q": "the soup of day"}), |response, code| {
snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###"
[
{
"id": 3,
"a": "the Soup of day",
"b": "many the fish"
},
{
"id": 1,
"a": "Soup of the day",
"b": "many the fish"
},
{
"id": 2,
"a": "Soup of day",
"b": "many the lazy fish"
}
]
"###);
})
.await;
// the expected order is [1, 3, 2] instead of [1, 3]
// because the attribute scale sees all the word in the same attribute
// and so doesn't remove the document 2.
index
.search(json!({"q": "\"many the fish\""}), |response, code| {
snapshot!(code, @"200 OK");
snapshot!(json_string!(response["hits"]), @r###"
[
{
"id": 1,
"a": "Soup of the day",
"b": "many the fish"
},
{
"id": 3,
"a": "the Soup of day",
"b": "many the fish"
},
{
"id": 2,
"a": "Soup of day",
"b": "many the lazy fish"
}
]
"###);
})
.await;
}

24
milli/src/index.rs
View File

@ -21,6 +21,7 @@ use crate::heed_codec::facet::{
use crate::heed_codec::{
BEU16StrCodec, FstSetCodec, ScriptLanguageCodec, StrBEU16Codec, StrRefCodec,
};
use crate::proximity::ProximityPrecision;
use crate::readable_slices::ReadableSlices;
use crate::{
default_criteria, CboRoaringBitmapCodec, Criterion, DocumentId, ExternalDocumentsIds,
@ -72,6 +73,7 @@ pub mod main_key {
pub const MAX_VALUES_PER_FACET: &str = "max-values-per-facet";
pub const SORT_FACET_VALUES_BY: &str = "sort-facet-values-by";
pub const PAGINATION_MAX_TOTAL_HITS: &str = "pagination-max-total-hits";
pub const PROXIMITY_PRECISION: &str = "proximity-precision";
}
pub mod db_name {
@ -1466,6 +1468,28 @@ impl Index {
self.main.remap_key_type::<Str>().delete(txn, main_key::PAGINATION_MAX_TOTAL_HITS)
}
pub fn proximity_precision(&self, txn: &RoTxn) -> heed::Result<Option<ProximityPrecision>> {
self.main
.remap_types::<Str, SerdeBincode<ProximityPrecision>>()
.get(txn, main_key::PROXIMITY_PRECISION)
}
pub(crate) fn put_proximity_precision(
&self,
txn: &mut RwTxn,
val: ProximityPrecision,
) -> heed::Result<()> {
self.main.remap_types::<Str, SerdeBincode<ProximityPrecision>>().put(
txn,
main_key::PROXIMITY_PRECISION,
&val,
)
}
pub(crate) fn delete_proximity_precision(&self, txn: &mut RwTxn) -> heed::Result<bool> {
self.main.remap_key_type::<Str>().delete(txn, main_key::PROXIMITY_PRECISION)
}
/* script language docids */
/// Retrieve all the documents ids that correspond with (Script, Language) key, `None` if it is any.
pub fn script_language_documents_ids(

10
milli/src/proximity.rs
View File

@ -1,5 +1,7 @@
use std::cmp;
use serde::{Deserialize, Serialize};
use crate::{relative_from_absolute_position, Position};
pub const MAX_DISTANCE: u32 = 4;
@ -25,3 +27,11 @@ pub fn positions_proximity(lhs: Position, rhs: Position) -> u32 {
pub fn path_proximity(path: &[Position]) -> u32 {
path.windows(2).map(|w| positions_proximity(w[0], w[1])).sum::<u32>()
}
#[derive(Debug, Clone, Copy, Serialize, Deserialize, PartialEq, Eq, Default)]
#[serde(rename_all = "camelCase")]
pub enum ProximityPrecision {
#[default]
WordScale,
AttributeScale,
}

192
milli/src/search/new/db_cache.rs
View File

@ -10,6 +10,7 @@ use roaring::RoaringBitmap;
use super::interner::Interned;
use super::Word;
use crate::heed_codec::{BytesDecodeOwned, StrBEU16Codec};
use crate::proximity::ProximityPrecision;
use crate::update::{merge_cbo_roaring_bitmaps, MergeFn};
use crate::{
CboRoaringBitmapCodec, CboRoaringBitmapLenCodec, Result, SearchContext, U8StrStrCodec,
@ -263,17 +264,67 @@ impl<'ctx> SearchContext<'ctx> {
word2: Interned<String>,
proximity: u8,
) -> Result<Option<RoaringBitmap>> {
DatabaseCache::get_value::<_, _, CboRoaringBitmapCodec>(
self.txn,
(proximity, word1, word2),
&(
proximity,
self.word_interner.get(word1).as_str(),
self.word_interner.get(word2).as_str(),
),
&mut self.db_cache.word_pair_proximity_docids,
self.index.word_pair_proximity_docids.remap_data_type::<Bytes>(),
)
match self.index.proximity_precision(self.txn)?.unwrap_or_default() {
ProximityPrecision::AttributeScale => {
// Force proximity to 0 because:
// in AttributeScale, there are only 2 possible distances:
// 1. words in same attribute: in that the DB contains (0, word1, word2)
// 2. words in different attributes: no DB entry for these two words.
let proximity = 0;
let docids = if let Some(docids) =
self.db_cache.word_pair_proximity_docids.get(&(proximity, word1, word2))
{
docids
.as_ref()
.map(|d| CboRoaringBitmapCodec::bytes_decode_owned(d))
.transpose()
.map_err(heed::Error::Decoding)?
} else {
// Compute the distance at the attribute level and store it in the cache.
let fids = if let Some(fids) = self.index.searchable_fields_ids(self.txn)? {
fids
} else {
self.index.fields_ids_map(self.txn)?.ids().collect()
};
let mut docids = RoaringBitmap::new();
for fid in fids {
// for each field, intersect left word bitmap and right word bitmap,
// then merge the result in a global bitmap before storing it in the cache.
let word1_docids = self.get_db_word_fid_docids(word1, fid)?;
let word2_docids = self.get_db_word_fid_docids(word2, fid)?;
if let (Some(word1_docids), Some(word2_docids)) =
(word1_docids, word2_docids)
{
docids |= word1_docids & word2_docids;
}
}
let encoded = CboRoaringBitmapCodec::bytes_encode(&docids)
.map(Cow::into_owned)
.map(Cow::Owned)
.map(Some)
.map_err(heed::Error::Decoding)?;
self.db_cache
.word_pair_proximity_docids
.insert((proximity, word1, word2), encoded);
Some(docids)
};
Ok(docids)
}
ProximityPrecision::WordScale => {
DatabaseCache::get_value::<_, _, CboRoaringBitmapCodec>(
self.txn,
(proximity, word1, word2),
&(
proximity,
self.word_interner.get(word1).as_str(),
self.word_interner.get(word2).as_str(),
),
&mut self.db_cache.word_pair_proximity_docids,
self.index.word_pair_proximity_docids.remap_data_type::<Bytes>(),
)
}
}
}
pub fn get_db_word_pair_proximity_docids_len(
@ -282,54 +333,95 @@ impl<'ctx> SearchContext<'ctx> {
word2: Interned<String>,
proximity: u8,
) -> Result<Option<u64>> {
DatabaseCache::get_value::<_, _, CboRoaringBitmapLenCodec>(
self.txn,
(proximity, word1, word2),
&(
proximity,
self.word_interner.get(word1).as_str(),
self.word_interner.get(word2).as_str(),
),
&mut self.db_cache.word_pair_proximity_docids,
self.index.word_pair_proximity_docids.remap_data_type::<Bytes>(),
)
match self.index.proximity_precision(self.txn)?.unwrap_or_default() {
ProximityPrecision::AttributeScale => Ok(self
.get_db_word_pair_proximity_docids(word1, word2, proximity)?
.map(|d| d.len())),
ProximityPrecision::WordScale => {
DatabaseCache::get_value::<_, _, CboRoaringBitmapLenCodec>(
self.txn,
(proximity, word1, word2),
&(
proximity,
self.word_interner.get(word1).as_str(),
self.word_interner.get(word2).as_str(),
),
&mut self.db_cache.word_pair_proximity_docids,
self.index.word_pair_proximity_docids.remap_data_type::<Bytes>(),
)
}
}
}
pub fn get_db_word_prefix_pair_proximity_docids(
&mut self,
word1: Interned<String>,
prefix2: Interned<String>,
proximity: u8,
mut proximity: u8,
) -> Result<Option<RoaringBitmap>> {
let docids = match self
.db_cache
.word_prefix_pair_proximity_docids
.entry((proximity, word1, prefix2))
{
Entry::Occupied(docids) => docids.get().clone(),
Entry::Vacant(entry) => {
// compute docids using prefix iter and store the result in the cache.
let key = U8StrStrCodec::bytes_encode(&(
proximity,
self.word_interner.get(word1).as_str(),
self.word_interner.get(prefix2).as_str(),
))
.unwrap()
.into_owned();
let mut prefix_docids = RoaringBitmap::new();
let remap_key_type = self
.index
.word_pair_proximity_docids
.remap_key_type::<Bytes>()
.prefix_iter(self.txn, &key)?;
for result in remap_key_type {
let (_, docids) = result?;
let proximity_precision = self.index.proximity_precision(self.txn)?.unwrap_or_default();
if proximity_precision == ProximityPrecision::AttributeScale {
// Force proximity to 0 because:
// in AttributeScale, there are only 2 possible distances:
// 1. words in same attribute: in that the DB contains (0, word1, word2)
// 2. words in different attributes: no DB entry for these two words.
proximity = 0;
}
prefix_docids |= docids;
let docids = if let Some(docids) =
self.db_cache.word_prefix_pair_proximity_docids.get(&(proximity, word1, prefix2))
{
docids.clone()
} else {
let prefix_docids = match proximity_precision {
ProximityPrecision::AttributeScale => {
// Compute the distance at the attribute level and store it in the cache.
let fids = if let Some(fids) = self.index.searchable_fields_ids(self.txn)? {
fids
} else {
self.index.fields_ids_map(self.txn)?.ids().collect()
};
let mut prefix_docids = RoaringBitmap::new();
// for each field, intersect left word bitmap and right word bitmap,
// then merge the result in a global bitmap before storing it in the cache.
for fid in fids {
let word1_docids = self.get_db_word_fid_docids(word1, fid)?;
let prefix2_docids = self.get_db_word_prefix_fid_docids(prefix2, fid)?;
if let (Some(word1_docids), Some(prefix2_docids)) =
(word1_docids, prefix2_docids)
{
prefix_docids |= word1_docids & prefix2_docids;
}
}
prefix_docids
}
entry.insert(Some(prefix_docids.clone()));
Some(prefix_docids)
}
ProximityPrecision::WordScale => {
// compute docids using prefix iter and store the result in the cache.
let key = U8StrStrCodec::bytes_encode(&(
proximity,
self.word_interner.get(word1).as_str(),
self.word_interner.get(prefix2).as_str(),
))
.unwrap()
.into_owned();
let mut prefix_docids = RoaringBitmap::new();
let remap_key_type = self
.index
.word_pair_proximity_docids
.remap_key_type::<Bytes>()
.prefix_iter(self.txn, &key)?;
for result in remap_key_type {
let (_, docids) = result?;
prefix_docids |= docids;
}
prefix_docids
}
};
self.db_cache
.word_prefix_pair_proximity_docids
.insert((proximity, word1, prefix2), Some(prefix_docids.clone()));
Some(prefix_docids)
};
Ok(docids)
}

22
milli/src/update/index_documents/extract/mod.rs
View File

@ -32,6 +32,7 @@ use super::helpers::{
MergeFn, MergeableReader,
};
use super::{helpers, TypedChunk};
use crate::proximity::ProximityPrecision;
use crate::{FieldId, Result};
/// Extract data for each databases from obkv documents in parallel.
@ -52,6 +53,7 @@ pub(crate) fn data_from_obkv_documents(
dictionary: Option<&[&str]>,
max_positions_per_attributes: Option<u32>,
exact_attributes: HashSet<FieldId>,
proximity_precision: ProximityPrecision,
) -> Result<()> {
puffin::profile_function!();
@ -150,15 +152,17 @@ pub(crate) fn data_from_obkv_documents(
});
}
spawn_extraction_task::<_, _, Vec<grenad::Reader<BufReader<File>>>>(
docid_word_positions_chunks.clone(),
indexer,
lmdb_writer_sx.clone(),
extract_word_pair_proximity_docids,
merge_deladd_cbo_roaring_bitmaps,
TypedChunk::WordPairProximityDocids,
"word-pair-proximity-docids",
);
if proximity_precision == ProximityPrecision::WordScale {
spawn_extraction_task::<_, _, Vec<grenad::Reader<BufReader<File>>>>(
docid_word_positions_chunks.clone(),
indexer,
lmdb_writer_sx.clone(),
extract_word_pair_proximity_docids,
merge_deladd_cbo_roaring_bitmaps,
TypedChunk::WordPairProximityDocids,
"word-pair-proximity-docids",
);
}
spawn_extraction_task::<_, _, Vec<grenad::Reader<BufReader<File>>>>(
docid_word_positions_chunks.clone(),

2
milli/src/update/index_documents/mod.rs
View File

@ -352,6 +352,7 @@ where
let dictionary: Option<Vec<_>> =
dictionary.as_ref().map(|x| x.iter().map(String::as_str).collect());
let exact_attributes = self.index.exact_attributes_ids(self.wtxn)?;
let proximity_precision = self.index.proximity_precision(self.wtxn)?.unwrap_or_default();
let pool_params = GrenadParameters {
chunk_compression_type: self.indexer_config.chunk_compression_type,
@ -392,6 +393,7 @@ where
dictionary.as_deref(),
max_positions_per_attributes,
exact_attributes,
proximity_precision,
)
});

33
milli/src/update/settings.rs
View File

@ -12,6 +12,7 @@ use super::IndexerConfig;
use crate::criterion::Criterion;
use crate::error::UserError;
use crate::index::{DEFAULT_MIN_WORD_LEN_ONE_TYPO, DEFAULT_MIN_WORD_LEN_TWO_TYPOS};
use crate::proximity::ProximityPrecision;
use crate::update::index_documents::IndexDocumentsMethod;
use crate::update::{IndexDocuments, UpdateIndexingStep};
use crate::{FieldsIdsMap, Index, OrderBy, Result};
@ -127,6 +128,7 @@ pub struct Settings<'a, 't, 'i> {
max_values_per_facet: Setting<usize>,
sort_facet_values_by: Setting<HashMap<String, OrderBy>>,
pagination_max_total_hits: Setting<usize>,
proximity_precision: Setting<ProximityPrecision>,
}
impl<'a, 't, 'i> Settings<'a, 't, 'i> {
@ -158,6 +160,7 @@ impl<'a, 't, 'i> Settings<'a, 't, 'i> {
max_values_per_facet: Setting::NotSet,
sort_facet_values_by: Setting::NotSet,
pagination_max_total_hits: Setting::NotSet,
proximity_precision: Setting::NotSet,
indexer_config,
}
}
@ -332,6 +335,14 @@ impl<'a, 't, 'i> Settings<'a, 't, 'i> {
self.pagination_max_total_hits = Setting::Reset;
}
pub fn set_proximity_precision(&mut self, value: ProximityPrecision) {
self.proximity_precision = Setting::Set(value);
}
pub fn reset_proximity_precision(&mut self) {
self.proximity_precision = Setting::Reset;
}
fn reindex<FP, FA>(
&mut self,
progress_callback: &FP,
@ -861,6 +872,24 @@ impl<'a, 't, 'i> Settings<'a, 't, 'i> {
Ok(())
}
fn update_proximity_precision(&mut self) -> Result<bool> {
let changed = match self.proximity_precision {
Setting::Set(new) => {
let old = self.index.proximity_precision(self.wtxn)?;
if old == Some(new) {
false
} else {
self.index.put_proximity_precision(self.wtxn, new)?;
true
}
}
Setting::Reset => self.index.delete_proximity_precision(self.wtxn)?,
Setting::NotSet => false,
};
Ok(changed)
}
pub fn execute<FP, FA>(mut self, progress_callback: FP, should_abort: FA) -> Result<()>
where
FP: Fn(UpdateIndexingStep) + Sync,
@ -897,6 +926,7 @@ impl<'a, 't, 'i> Settings<'a, 't, 'i> {
let synonyms_updated = self.update_synonyms()?;
let searchable_updated = self.update_searchable()?;
let exact_attributes_updated = self.update_exact_attributes()?;
let proximity_precision = self.update_proximity_precision()?;
if stop_words_updated
|| non_separator_tokens_updated
@ -906,6 +936,7 @@ impl<'a, 't, 'i> Settings<'a, 't, 'i> {
|| synonyms_updated
|| searchable_updated
|| exact_attributes_updated
|| proximity_precision
{
self.reindex(&progress_callback, &should_abort, old_fields_ids_map)?;
}
@ -1731,6 +1762,7 @@ mod tests {
max_values_per_facet,
sort_facet_values_by,
pagination_max_total_hits,
proximity_precision,
} = settings;
assert!(matches!(searchable_fields, Setting::NotSet));
assert!(matches!(displayed_fields, Setting::NotSet));
@ -1752,6 +1784,7 @@ mod tests {
assert!(matches!(max_values_per_facet, Setting::NotSet));
assert!(matches!(sort_facet_values_by, Setting::NotSet));
assert!(matches!(pagination_max_total_hits, Setting::NotSet));
assert!(matches!(proximity_precision, Setting::NotSet));
})
.unwrap();
}