Merge #3955

3955: Update mini-dashboard to version 0.2.11 r=curquiza a=bidoubiwa

# Pull Request

## What does this PR do?
- Updates the mini-dashboard to version [0.2.11](https://github.com/meilisearch/mini-dashboard/releases/tag/v0.2.11)

## PR checklist
- [x] Have you read the contributing guidelines?
- [x] Have you made sure that the title is accurate and descriptive of the changes?

Thank you so much for contributing to Meilisearch!


Co-authored-by: Charlotte Vermandel <charlottevermandel@gmail.com>

Cargo.toml

@@ -10,7 +10,6 @@ members = [
     "file-store",
     "permissive-json-pointer",
     "milli",
-    "index-stats",
     "filter-parser",
     "flatten-serde-json",
     "json-depth-checker",
@@ -19,7 +18,7 @@ members = [
 ]
 
 [workspace.package]
-version = "1.2.0"
+version = "1.3.0"
 authors = ["Quentin de Quelen <quentin@dequelen.me>", "Clément Renault <clement@meilisearch.com>"]
 description = "Meilisearch HTTP server"
 homepage = "https://meilisearch.com"

README.md

@@ -6,6 +6,7 @@
 <h4 align="center">
   <a href="https://www.meilisearch.com">Website</a> |
   <a href="https://roadmap.meilisearch.com/tabs/1-under-consideration">Roadmap</a> |
+  <a href="https://www.meilisearch.com/pricing?utm_campaign=oss&utm_source=engine&utm_medium=meilisearch">Meilisearch Cloud</a> |
   <a href="https://blog.meilisearch.com">Blog</a> |
   <a href="https://www.meilisearch.com/docs">Documentation</a> |
   <a href="https://www.meilisearch.com/docs/faq">FAQ</a> |
@@ -37,10 +38,10 @@ Meilisearch helps you shape a delightful search experience in a snap, offering f
 
 - **Search-as-you-type:** find search results in less than 50 milliseconds
 - **[Typo tolerance](https://www.meilisearch.com/docs/learn/getting_started/customizing_relevancy#typo-tolerance):** get relevant matches even when queries contain typos and misspellings
-- **[Filtering](https://www.meilisearch.com/docs/learn/advanced/filtering) and [faceted search](https://www.meilisearch.com/docs/learn/advanced/faceted_search):** enhance your user's search experience with custom filters and build a faceted search interface in a few lines of code
-- **[Sorting](https://www.meilisearch.com/docs/learn/advanced/sorting):** sort results based on price, date, or pretty much anything else your users need
+- **[Filtering](https://www.meilisearch.com/docs/learn/fine_tuning_results/filtering) and [faceted search](https://www.meilisearch.com/docs/learn/fine_tuning_results/faceted_search):** enhance your user's search experience with custom filters and build a faceted search interface in a few lines of code
+- **[Sorting](https://www.meilisearch.com/docs/learn/fine_tuning_results/sorting):** sort results based on price, date, or pretty much anything else your users need
 - **[Synonym support](https://www.meilisearch.com/docs/learn/getting_started/customizing_relevancy#synonyms):** configure synonyms to include more relevant content in your search results
-- **[Geosearch](https://www.meilisearch.com/docs/learn/advanced/geosearch):** filter and sort documents based on geographic data
+- **[Geosearch](https://www.meilisearch.com/docs/learn/fine_tuning_results/geosearch):** filter and sort documents based on geographic data
 - **[Extensive language support](https://www.meilisearch.com/docs/learn/what_is_meilisearch/language):** search datasets in any language, with optimized support for Chinese, Japanese, Hebrew, and languages using the Latin alphabet
 - **[Security management](https://www.meilisearch.com/docs/learn/security/master_api_keys):** control which users can access what data with API keys that allow fine-grained permissions handling
 - **[Multi-Tenancy](https://www.meilisearch.com/docs/learn/security/tenant_tokens):** personalize search results for any number of application tenants
@@ -58,9 +59,9 @@ For basic instructions on how to set up Meilisearch, add documents to an index,
 
 You may also want to check out [Meilisearch 101](https://www.meilisearch.com/docs/learn/getting_started/filtering_and_sorting) for an introduction to some of Meilisearch's most popular features.
 
-## ☁️ Meilisearch cloud
+## ⚡ Supercharge your Meilisearch experience
 
-Let us manage your infrastructure so you can focus on integrating a great search experience. Try [Meilisearch Cloud](https://meilisearch.com/pricing) today.
+Say goodbye to server deployment and manual updates with [Meilisearch Cloud](https://www.meilisearch.com/cloud?utm_campaign=oss&utm_source=github&utm_medium=meilisearch). No credit card required.
 
 ## 🧰 SDKs & integration tools
 
@@ -74,7 +75,7 @@ Take a look at the complete [Meilisearch integration list](https://www.meilisear
 
 Experienced users will want to keep our [API Reference](https://www.meilisearch.com/docs/reference/api/overview) close at hand.
 
-We also offer a wide range of dedicated guides to all Meilisearch features, such as [filtering](https://www.meilisearch.com/docs/learn/advanced/filtering), [sorting](https://www.meilisearch.com/docs/learn/advanced/sorting), [geosearch](https://www.meilisearch.com/docs/learn/advanced/geosearch), [API keys](https://www.meilisearch.com/docs/learn/security/master_api_keys), and [tenant tokens](https://www.meilisearch.com/docs/learn/security/tenant_tokens).
+We also offer a wide range of dedicated guides to all Meilisearch features, such as [filtering](https://www.meilisearch.com/docs/learn/fine_tuning_results/filtering), [sorting](https://www.meilisearch.com/docs/learn/fine_tuning_results/sorting), [geosearch](https://www.meilisearch.com/docs/learn/fine_tuning_results/geosearch), [API keys](https://www.meilisearch.com/docs/learn/security/master_api_keys), and [tenant tokens](https://www.meilisearch.com/docs/learn/security/tenant_tokens).
 
 Finally, for more in-depth information, refer to our articles explaining fundamental Meilisearch concepts such as [documents](https://www.meilisearch.com/docs/learn/core_concepts/documents) and [indexes](https://www.meilisearch.com/docs/learn/core_concepts/indexes).
 

assets/grafana-dashboard.json

@@ -98,7 +98,7 @@
         "showThresholdMarkers": true,
         "text": {}
       },
-      "pluginVersion": "9.5.2",
+      "pluginVersion": "10.0.1",
       "targets": [
         {
           "datasource": {
@@ -158,7 +158,7 @@
         "showThresholdMarkers": true,
         "text": {}
       },
-      "pluginVersion": "9.5.2",
+      "pluginVersion": "10.0.1",
       "targets": [
         {
           "datasource": {
@@ -176,8 +176,7 @@
     },
     {
       "datasource": {
-        "type": "prometheus",
-        "uid": "c4085c47-f6d3-45dd-b761-6809055bb749"
+        "type": "prometheus"
       },
       "fieldConfig": {
         "defaults": {
@@ -221,7 +220,7 @@
         "showThresholdMarkers": true,
         "text": {}
       },
-      "pluginVersion": "9.5.2",
+      "pluginVersion": "10.0.1",
       "targets": [
         {
           "datasource": {
@@ -241,8 +240,7 @@
     },
     {
       "datasource": {
-        "type": "prometheus",
-        "uid": "c4085c47-f6d3-45dd-b761-6809055bb749"
+        "type": "prometheus"
       },
       "fieldConfig": {
         "defaults": {
@@ -282,7 +280,7 @@
         "showThresholdMarkers": true,
         "text": {}
       },
-      "pluginVersion": "9.5.2",
+      "pluginVersion": "10.0.1",
       "targets": [
         {
           "datasource": {
@@ -302,8 +300,7 @@
     },
     {
       "datasource": {
-        "type": "prometheus",
-        "uid": "c4085c47-f6d3-45dd-b761-6809055bb749"
+        "type": "prometheus"
       },
       "fieldConfig": {
         "defaults": {
@@ -343,7 +340,7 @@
         "showThresholdMarkers": true,
         "text": {}
       },
-      "pluginVersion": "9.5.2",
+      "pluginVersion": "10.0.1",
       "targets": [
         {
           "datasource": {
@@ -363,8 +360,7 @@
     },
     {
       "datasource": {
-        "type": "prometheus",
-        "uid": "c4085c47-f6d3-45dd-b761-6809055bb749"
+        "type": "prometheus"
       },
       "description": "",
       "fieldConfig": {
@@ -411,8 +407,7 @@
             "mode": "absolute",
             "steps": [
               {
-                "color": "green",
-                "value": null
+                "color": "green"
               },
               {
                 "color": "red",
@@ -460,8 +455,7 @@
         },
         {
           "datasource": {
-            "type": "prometheus",
-            "uid": "c4085c47-f6d3-45dd-b761-6809055bb749"
+            "type": "prometheus"
           },
           "editorMode": "builder",
           "expr": "meilisearch_used_db_size_bytes{job=\"meilisearch\", instance=\"$instance\"}",
@@ -559,7 +553,7 @@
           },
           "editorMode": "builder",
           "exemplar": true,
-          "expr": "rate(http_response_time_seconds_sum{instance=\"$instance\", job=\"meilisearch\"}[5m]) / rate(http_response_time_seconds_count[5m])",
+          "expr": "rate(meilisearch_http_response_time_seconds_sum{instance=\"$instance\", job=\"meilisearch\"}[5m]) / rate(meilisearch_http_response_time_seconds_count[5m])",
           "interval": "",
           "legendFormat": "{{method}} {{path}}",
           "range": true,
@@ -571,8 +565,7 @@
     },
     {
       "datasource": {
-        "type": "prometheus",
-        "uid": "c4085c47-f6d3-45dd-b761-6809055bb749"
+        "type": "prometheus"
       },
       "fieldConfig": {
         "defaults": {
@@ -615,8 +608,7 @@
             "mode": "absolute",
             "steps": [
               {
-                "color": "green",
-                "value": null
+                "color": "green"
               },
               {
                 "color": "red",
@@ -743,7 +735,7 @@
           "unit": "s"
         }
       },
-      "pluginVersion": "9.5.2",
+      "pluginVersion": "10.0.1",
       "reverseYBuckets": false,
       "targets": [
         {
@@ -752,7 +744,7 @@
           },
           "editorMode": "builder",
           "exemplar": true,
-          "expr": "sum by(le) (increase(http_response_time_seconds_bucket{path=\"/indexes/$Index/search\", instance=\"$instance\", job=\"meilisearch\"}[30s]))",
+          "expr": "sum by(le) (increase(meilisearch_http_response_time_seconds_bucket{path=\"/indexes/$Index/search\", instance=\"$instance\", job=\"meilisearch\"}[30s]))",
           "format": "heatmap",
           "interval": "",
           "legendFormat": "{{le}}",
@@ -1306,8 +1298,7 @@
           "value": "localhost:7700"
         },
         "datasource": {
-          "type": "prometheus",
-          "uid": "bb3298a4-9acf-4da1-b86a-813f29f50888"
+          "type": "prometheus"
         },
         "definition": "label_values(instance)",
         "hide": 0,
@@ -1329,12 +1320,11 @@
       {
         "current": {
           "selected": false,
-          "text": "mieli",
-          "value": "mieli"
+          "text": "index-word-count-10-count",
+          "value": "index-word-count-10-count"
         },
         "datasource": {
-          "type": "prometheus",
-          "uid": "bb3298a4-9acf-4da1-b86a-813f29f50888"
+          "type": "prometheus"
         },
         "definition": "label_values(index)",
         "hide": 0,
@@ -1371,6 +1361,6 @@
   "timezone": "",
   "title": "Meilisearch",
   "uid": "7wcZ94dnz",
-  "version": 6,
+  "version": 5,
   "weekStart": ""
-}
+}

benchmarks/Cargo.toml

@@ -18,7 +18,7 @@ mimalloc = { version = "0.1.36", default-features = false }
 serde_json = { version = "1.0.95", features = ["preserve_order"] }
 
 [dev-dependencies]
-criterion = { version = "0.4.0", features = ["html_reports"] }
+criterion = { version = "0.5.1", features = ["html_reports"] }
 rand = "0.8.5"
 rand_chacha = "0.3.1"
 roaring = "0.10.1"

dump/src/lib.rs

@@ -208,12 +208,14 @@ pub(crate) mod test {
     use std::str::FromStr;
 
     use big_s::S;
-    use maplit::btreeset;
+    use maplit::{btreemap, btreeset};
+    use meilisearch_types::facet_values_sort::FacetValuesSort;
+    use meilisearch_types::features::RuntimeTogglableFeatures;
     use meilisearch_types::index_uid_pattern::IndexUidPattern;
     use meilisearch_types::keys::{Action, Key};
+    use meilisearch_types::milli;
     use meilisearch_types::milli::update::Setting;
-    use meilisearch_types::milli::{self};
-    use meilisearch_types::settings::{Checked, Settings};
+    use meilisearch_types::settings::{Checked, FacetingSettings, Settings};
     use meilisearch_types::tasks::{Details, Status};
     use serde_json::{json, Map, Value};
     use time::macros::datetime;
@@ -263,7 +265,12 @@ pub(crate) mod test {
             synonyms: Setting::NotSet,
             distinct_attribute: Setting::NotSet,
             typo_tolerance: Setting::NotSet,
-            faceting: Setting::NotSet,
+            faceting: Setting::Set(FacetingSettings {
+                max_values_per_facet: Setting::Set(111),
+                sort_facet_values_by: Setting::Set(
+                    btreemap! { S("age") => FacetValuesSort::Count },
+                ),
+            }),
             pagination: Setting::NotSet,
             _kind: std::marker::PhantomData,
         };
@@ -412,6 +419,11 @@ pub(crate) mod test {
         }
         keys.flush().unwrap();
 
+        // ========== experimental features
+        let features = create_test_features();
+
+        dump.create_experimental_features(features).unwrap();
+
         // create the dump
         let mut file = tempfile::tempfile().unwrap();
         dump.persist_to(&mut file).unwrap();
@@ -420,6 +432,10 @@ pub(crate) mod test {
         file
     }
 
+    fn create_test_features() -> RuntimeTogglableFeatures {
+        RuntimeTogglableFeatures { vector_store: true, ..Default::default() }
+    }
+
     #[test]
     fn test_creating_and_read_dump() {
         let mut file = create_test_dump();
@@ -464,5 +480,9 @@ pub(crate) mod test {
         for (key, expected) in dump.keys().unwrap().zip(create_test_api_keys()) {
             assert_eq!(key.unwrap(), expected);
         }
+
+        // ==== checking the features
+        let expected = create_test_features();
+        assert_eq!(dump.features().unwrap().unwrap(), expected);
     }
 }

dump/src/reader/compat/v5_to_v6.rs

@@ -191,6 +191,10 @@ impl CompatV5ToV6 {
             })
         })))
     }
+
+    pub fn features(&self) -> Result<Option<v6::RuntimeTogglableFeatures>> {
+        Ok(None)
+    }
 }
 
 pub enum CompatIndexV5ToV6 {
@@ -358,6 +362,7 @@ impl<T> From<v5::Settings<T>> for v6::Settings<v6::Unchecked> {
             faceting: match settings.faceting {
                 v5::Setting::Set(faceting) => v6::Setting::Set(v6::FacetingSettings {
                     max_values_per_facet: faceting.max_values_per_facet.into(),
+                    sort_facet_values_by: v6::Setting::NotSet,
                 }),
                 v5::Setting::Reset => v6::Setting::Reset,
                 v5::Setting::NotSet => v6::Setting::NotSet,

dump/src/reader/mod.rs

@@ -107,6 +107,13 @@ impl DumpReader {
             DumpReader::Compat(compat) => compat.keys(),
         }
     }
+
+    pub fn features(&self) -> Result<Option<v6::RuntimeTogglableFeatures>> {
+        match self {
+            DumpReader::Current(current) => Ok(current.features()),
+            DumpReader::Compat(compat) => compat.features(),
+        }
+    }
 }
 
 impl From<V6Reader> for DumpReader {
@@ -188,6 +195,53 @@ pub(crate) mod test {
     use meili_snap::insta;
 
     use super::*;
+    use crate::reader::v6::RuntimeTogglableFeatures;
+
+    #[test]
+    fn import_dump_v6_experimental() {
+        let dump = File::open("tests/assets/v6-with-experimental.dump").unwrap();
+        let mut dump = DumpReader::open(dump).unwrap();
+
+        // top level infos
+        insta::assert_display_snapshot!(dump.date().unwrap(), @"2023-07-06 7:10:27.21958 +00:00:00");
+        insta::assert_debug_snapshot!(dump.instance_uid().unwrap(), @"None");
+
+        // tasks
+        let tasks = dump.tasks().unwrap().collect::<Result<Vec<_>>>().unwrap();
+        let (tasks, update_files): (Vec<_>, Vec<_>) = tasks.into_iter().unzip();
+        meili_snap::snapshot_hash!(meili_snap::json_string!(tasks), @"d45cd8571703e58ae53c7bd7ce3f5c22");
+        assert_eq!(update_files.len(), 2);
+        assert!(update_files[0].is_none()); // the dump creation
+        assert!(update_files[1].is_none()); // the processed document addition
+
+        // keys
+        let keys = dump.keys().unwrap().collect::<Result<Vec<_>>>().unwrap();
+        meili_snap::snapshot_hash!(meili_snap::json_string!(keys), @"13c2da155e9729c2344688cab29af71d");
+
+        // indexes
+        let mut indexes = dump.indexes().unwrap().collect::<Result<Vec<_>>>().unwrap();
+        // the index are not ordered in any way by default
+        indexes.sort_by_key(|index| index.metadata().uid.to_string());
+
+        let mut test = indexes.pop().unwrap();
+        assert!(indexes.is_empty());
+
+        insta::assert_json_snapshot!(test.metadata(), @r###"
+        {
+          "uid": "test",
+          "primaryKey": "id",
+          "createdAt": "2023-07-06T07:07:41.364694Z",
+          "updatedAt": "2023-07-06T07:07:41.396114Z"
+        }
+        "###);
+
+        assert_eq!(test.documents().unwrap().count(), 1);
+
+        assert_eq!(
+            dump.features().unwrap().unwrap(),
+            RuntimeTogglableFeatures { vector_store: true, ..Default::default() }
+        );
+    }
 
     #[test]
     fn import_dump_v5() {
@@ -265,6 +319,8 @@ pub(crate) mod test {
         let documents = spells.documents().unwrap().collect::<Result<Vec<_>>>().unwrap();
         assert_eq!(documents.len(), 10);
         meili_snap::snapshot_hash!(format!("{:#?}", documents), @"235016433dd04262c7f2da01d1e808ce");
+
+        assert_eq!(dump.features().unwrap(), None);
     }
 
     #[test]

dump/src/reader/v6/mod.rs

@@ -2,6 +2,7 @@ use std::fs::{self, File};
 use std::io::{BufRead, BufReader, ErrorKind};
 use std::path::Path;
 
+use log::debug;
 pub use meilisearch_types::milli;
 use tempfile::TempDir;
 use time::OffsetDateTime;
@@ -18,6 +19,7 @@ pub type Unchecked = meilisearch_types::settings::Unchecked;
 
 pub type Task = crate::TaskDump;
 pub type Key = meilisearch_types::keys::Key;
+pub type RuntimeTogglableFeatures = meilisearch_types::features::RuntimeTogglableFeatures;
 
 // ===== Other types to clarify the code of the compat module
 // everything related to the tasks
@@ -47,6 +49,7 @@ pub struct V6Reader {
     metadata: Metadata,
     tasks: BufReader<File>,
     keys: BufReader<File>,
+    features: Option<RuntimeTogglableFeatures>,
 }
 
 impl V6Reader {
@@ -58,11 +61,29 @@ impl V6Reader {
             Err(e) => return Err(e.into()),
         };
 
+        let feature_file = match fs::read(dump.path().join("experimental-features.json")) {
+            Ok(feature_file) => Some(feature_file),
+            Err(error) => match error.kind() {
+                // Allows the file to be missing, this will only result in all experimental features disabled.
+                ErrorKind::NotFound => {
+                    debug!("`experimental-features.json` not found in dump");
+                    None
+                }
+                _ => return Err(error.into()),
+            },
+        };
+        let features = if let Some(feature_file) = feature_file {
+            Some(serde_json::from_reader(&*feature_file)?)
+        } else {
+            None
+        };
+
         Ok(V6Reader {
             metadata: serde_json::from_reader(&*meta_file)?,
             instance_uid,
             tasks: BufReader::new(File::open(dump.path().join("tasks").join("queue.jsonl"))?),
             keys: BufReader::new(File::open(dump.path().join("keys.jsonl"))?),
+            features,
             dump,
         })
     }
@@ -129,6 +150,10 @@ impl V6Reader {
             (&mut self.keys).lines().map(|line| -> Result<_> { Ok(serde_json::from_str(&line?)?) }),
         )
     }
+
+    pub fn features(&self) -> Option<RuntimeTogglableFeatures> {
+        self.features
+    }
 }
 
 pub struct UpdateFile {

dump/src/writer.rs

@@ -4,6 +4,7 @@ use std::path::PathBuf;
 
 use flate2::write::GzEncoder;
 use flate2::Compression;
+use meilisearch_types::features::RuntimeTogglableFeatures;
 use meilisearch_types::keys::Key;
 use meilisearch_types::settings::{Checked, Settings};
 use serde_json::{Map, Value};
@@ -53,6 +54,13 @@ impl DumpWriter {
         TaskWriter::new(self.dir.path().join("tasks"))
     }
 
+    pub fn create_experimental_features(&self, features: RuntimeTogglableFeatures) -> Result<()> {
+        Ok(std::fs::write(
+            self.dir.path().join("experimental-features.json"),
+            serde_json::to_string(&features)?,
+        )?)
+    }
+
     pub fn persist_to(self, mut writer: impl Write) -> Result<()> {
         let gz_encoder = GzEncoder::new(&mut writer, Compression::default());
         let mut tar_encoder = tar::Builder::new(gz_encoder);
@@ -284,6 +292,7 @@ pub(crate) mod test {
         │    ├---- update_files/
         │    │    └---- 1.jsonl
         │    └---- queue.jsonl
+        ├---- experimental-features.json
         ├---- instance_uid.uuid
         ├---- keys.jsonl
         └---- metadata.json

filter-parser/src/lib.rs

@@ -472,6 +472,77 @@ pub fn parse_filter(input: Span) -> IResult<FilterCondition> {
     terminated(|input| parse_expression(input, 0), eof)(input)
 }
 
+impl<'a> std::fmt::Display for FilterCondition<'a> {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        match self {
+            FilterCondition::Not(filter) => {
+                write!(f, "NOT ({filter})")
+            }
+            FilterCondition::Condition { fid, op } => {
+                write!(f, "{fid} {op}")
+            }
+            FilterCondition::In { fid, els } => {
+                write!(f, "{fid} IN[")?;
+                for el in els {
+                    write!(f, "{el}, ")?;
+                }
+                write!(f, "]")
+            }
+            FilterCondition::Or(els) => {
+                write!(f, "OR[")?;
+                for el in els {
+                    write!(f, "{el}, ")?;
+                }
+                write!(f, "]")
+            }
+            FilterCondition::And(els) => {
+                write!(f, "AND[")?;
+                for el in els {
+                    write!(f, "{el}, ")?;
+                }
+                write!(f, "]")
+            }
+            FilterCondition::GeoLowerThan { point, radius } => {
+                write!(f, "_geoRadius({}, {}, {})", point[0], point[1], radius)
+            }
+            FilterCondition::GeoBoundingBox {
+                top_right_point: top_left_point,
+                bottom_left_point: bottom_right_point,
+            } => {
+                write!(
+                    f,
+                    "_geoBoundingBox([{}, {}], [{}, {}])",
+                    top_left_point[0],
+                    top_left_point[1],
+                    bottom_right_point[0],
+                    bottom_right_point[1]
+                )
+            }
+        }
+    }
+}
+impl<'a> std::fmt::Display for Condition<'a> {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        match self {
+            Condition::GreaterThan(token) => write!(f, "> {token}"),
+            Condition::GreaterThanOrEqual(token) => write!(f, ">= {token}"),
+            Condition::Equal(token) => write!(f, "= {token}"),
+            Condition::NotEqual(token) => write!(f, "!= {token}"),
+            Condition::Null => write!(f, "IS NULL"),
+            Condition::Empty => write!(f, "IS EMPTY"),
+            Condition::Exists => write!(f, "EXISTS"),
+            Condition::LowerThan(token) => write!(f, "< {token}"),
+            Condition::LowerThanOrEqual(token) => write!(f, "<= {token}"),
+            Condition::Between { from, to } => write!(f, "{from} TO {to}"),
+        }
+    }
+}
+impl<'a> std::fmt::Display for Token<'a> {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        write!(f, "{{{}}}", self.value())
+    }
+}
+
 #[cfg(test)]
 pub mod tests {
     use super::*;
@@ -852,74 +923,3 @@ pub mod tests {
         assert_eq!(token.value(), s);
     }
 }
-
-impl<'a> std::fmt::Display for FilterCondition<'a> {
-    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
-        match self {
-            FilterCondition::Not(filter) => {
-                write!(f, "NOT ({filter})")
-            }
-            FilterCondition::Condition { fid, op } => {
-                write!(f, "{fid} {op}")
-            }
-            FilterCondition::In { fid, els } => {
-                write!(f, "{fid} IN[")?;
-                for el in els {
-                    write!(f, "{el}, ")?;
-                }
-                write!(f, "]")
-            }
-            FilterCondition::Or(els) => {
-                write!(f, "OR[")?;
-                for el in els {
-                    write!(f, "{el}, ")?;
-                }
-                write!(f, "]")
-            }
-            FilterCondition::And(els) => {
-                write!(f, "AND[")?;
-                for el in els {
-                    write!(f, "{el}, ")?;
-                }
-                write!(f, "]")
-            }
-            FilterCondition::GeoLowerThan { point, radius } => {
-                write!(f, "_geoRadius({}, {}, {})", point[0], point[1], radius)
-            }
-            FilterCondition::GeoBoundingBox {
-                top_right_point: top_left_point,
-                bottom_left_point: bottom_right_point,
-            } => {
-                write!(
-                    f,
-                    "_geoBoundingBox([{}, {}], [{}, {}])",
-                    top_left_point[0],
-                    top_left_point[1],
-                    bottom_right_point[0],
-                    bottom_right_point[1]
-                )
-            }
-        }
-    }
-}
-impl<'a> std::fmt::Display for Condition<'a> {
-    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
-        match self {
-            Condition::GreaterThan(token) => write!(f, "> {token}"),
-            Condition::GreaterThanOrEqual(token) => write!(f, ">= {token}"),
-            Condition::Equal(token) => write!(f, "= {token}"),
-            Condition::NotEqual(token) => write!(f, "!= {token}"),
-            Condition::Null => write!(f, "IS NULL"),
-            Condition::Empty => write!(f, "IS EMPTY"),
-            Condition::Exists => write!(f, "EXISTS"),
-            Condition::LowerThan(token) => write!(f, "< {token}"),
-            Condition::LowerThanOrEqual(token) => write!(f, "<= {token}"),
-            Condition::Between { from, to } => write!(f, "{from} TO {to}"),
-        }
-    }
-}
-impl<'a> std::fmt::Display for Token<'a> {
-    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
-        write!(f, "{{{}}}", self.value())
-    }
-}

flatten-serde-json/Cargo.toml

@@ -16,7 +16,7 @@ license.workspace = true
 serde_json = "1.0"
 
 [dev-dependencies]
-criterion = { version = "0.4.0", features = ["html_reports"] }
+criterion = { version = "0.5.1", features = ["html_reports"] }
 
 [[bench]]
 name = "benchmarks"

index-scheduler/src/batch.rs

@@ -839,6 +839,10 @@ impl IndexScheduler {
                     Ok(())
                 })?;
 
+                // 4. Dump experimental feature settings
+                let features = self.features()?.runtime_features();
+                dump.create_experimental_features(features)?;
+
                 let dump_uid = started_at.format(format_description!(
                     "[year repr:full][month repr:numerical][day padding:zero]-[hour padding:zero][minute padding:zero][second padding:zero][subsecond digits:3]"
                 )).unwrap();

index-scheduler/src/error.rs

@@ -123,6 +123,8 @@ pub enum Error {
     IoError(#[from] std::io::Error),
     #[error(transparent)]
     Persist(#[from] tempfile::PersistError),
+    #[error(transparent)]
+    FeatureNotEnabled(#[from] FeatureNotEnabledError),
 
     #[error(transparent)]
     Anyhow(#[from] anyhow::Error),
@@ -142,6 +144,16 @@ pub enum Error {
     PlannedFailure,
 }
 
+#[derive(Debug, thiserror::Error)]
+#[error(
+    "{disabled_action} requires enabling the `{feature}` experimental feature. See {issue_link}"
+)]
+pub struct FeatureNotEnabledError {
+    pub disabled_action: &'static str,
+    pub feature: &'static str,
+    pub issue_link: &'static str,
+}
+
 impl Error {
     pub fn is_recoverable(&self) -> bool {
         match self {
@@ -170,6 +182,7 @@ impl Error {
             | Error::FileStore(_)
             | Error::IoError(_)
             | Error::Persist(_)
+            | Error::FeatureNotEnabled(_)
             | Error::Anyhow(_) => true,
             Error::CreateBatch(_)
             | Error::CorruptedTaskQueue
@@ -214,6 +227,7 @@ impl ErrorCode for Error {
             Error::FileStore(e) => e.error_code(),
             Error::IoError(e) => e.error_code(),
             Error::Persist(e) => e.error_code(),
+            Error::FeatureNotEnabled(_) => Code::FeatureNotEnabled,
 
             // Irrecoverable errors
             Error::Anyhow(_) => Code::Internal,

index-scheduler/src/features.rs

@@ -0,0 +1,98 @@
+use meilisearch_types::features::{InstanceTogglableFeatures, RuntimeTogglableFeatures};
+use meilisearch_types::heed::types::{SerdeJson, Str};
+use meilisearch_types::heed::{Database, Env, RoTxn, RwTxn};
+
+use crate::error::FeatureNotEnabledError;
+use crate::Result;
+
+const EXPERIMENTAL_FEATURES: &str = "experimental-features";
+
+#[derive(Clone)]
+pub(crate) struct FeatureData {
+    runtime: Database<Str, SerdeJson<RuntimeTogglableFeatures>>,
+    instance: InstanceTogglableFeatures,
+}
+
+#[derive(Debug, Clone, Copy)]
+pub struct RoFeatures {
+    runtime: RuntimeTogglableFeatures,
+    instance: InstanceTogglableFeatures,
+}
+
+impl RoFeatures {
+    fn new(txn: RoTxn<'_>, data: &FeatureData) -> Result<Self> {
+        let runtime = data.runtime_features(txn)?;
+        Ok(Self { runtime, instance: data.instance })
+    }
+
+    pub fn runtime_features(&self) -> RuntimeTogglableFeatures {
+        self.runtime
+    }
+
+    pub fn check_score_details(&self) -> Result<()> {
+        if self.runtime.score_details {
+            Ok(())
+        } else {
+            Err(FeatureNotEnabledError {
+                disabled_action: "Computing score details",
+                feature: "score details",
+                issue_link: "https://github.com/meilisearch/product/discussions/674",
+            }
+            .into())
+        }
+    }
+
+    pub fn check_metrics(&self) -> Result<()> {
+        if self.instance.metrics {
+            Ok(())
+        } else {
+            Err(FeatureNotEnabledError {
+                disabled_action: "Getting metrics",
+                feature: "metrics",
+                issue_link: "https://github.com/meilisearch/meilisearch/discussions/3518",
+            }
+            .into())
+        }
+    }
+
+    pub fn check_vector(&self) -> Result<()> {
+        if self.runtime.vector_store {
+            Ok(())
+        } else {
+            Err(FeatureNotEnabledError {
+                disabled_action: "Passing `vector` as a query parameter",
+                feature: "vector store",
+                issue_link: "https://github.com/meilisearch/product/discussions/677",
+            }
+            .into())
+        }
+    }
+}
+
+impl FeatureData {
+    pub fn new(env: &Env, instance_features: InstanceTogglableFeatures) -> Result<Self> {
+        let mut wtxn = env.write_txn()?;
+        let runtime_features = env.create_database(&mut wtxn, Some(EXPERIMENTAL_FEATURES))?;
+        wtxn.commit()?;
+
+        Ok(Self { runtime: runtime_features, instance: instance_features })
+    }
+
+    pub fn put_runtime_features(
+        &self,
+        mut wtxn: RwTxn,
+        features: RuntimeTogglableFeatures,
+    ) -> Result<()> {
+        self.runtime.put(&mut wtxn, EXPERIMENTAL_FEATURES, &features)?;
+        wtxn.commit()?;
+        Ok(())
+    }
+
+    fn runtime_features(&self, txn: RoTxn) -> Result<RuntimeTogglableFeatures> {
+        Ok(self.runtime.get(&txn, EXPERIMENTAL_FEATURES)?.unwrap_or_default())
+    }
+
+    pub fn features(&self, txn: RoTxn) -> Result<RoFeatures> {
+        RoFeatures::new(txn, self)
+    }
+}

index-scheduler/src/index_mapper/index_map.rs

@@ -223,7 +223,9 @@ impl IndexMap {
         enable_mdb_writemap: bool,
         map_size_growth: usize,
     ) {
-        let Some(index) = self.available.remove(uuid) else { return; };
+        let Some(index) = self.available.remove(uuid) else {
+            return;
+        };
         self.close(*uuid, index, enable_mdb_writemap, map_size_growth);
     }
 

index-scheduler/src/insta_snapshot.rs

@@ -28,6 +28,7 @@ pub fn snapshot_index_scheduler(scheduler: &IndexScheduler) -> String {
         started_at,
         finished_at,
         index_mapper,
+        features: _,
         max_number_of_tasks: _,
         wake_up: _,
         dumps_path: _,

index-scheduler/src/lib.rs

@@ -21,6 +21,7 @@ content of the scheduler or enqueue new tasks.
 mod autobatcher;
 mod batch;
 pub mod error;
+mod features;
 mod index_mapper;
 #[cfg(test)]
 mod insta_snapshot;
@@ -41,8 +42,10 @@ use std::time::Duration;
 
 use dump::{KindDump, TaskDump, UpdateFile};
 pub use error::Error;
+pub use features::RoFeatures;
 use file_store::FileStore;
 use meilisearch_types::error::ResponseError;
+use meilisearch_types::features::{InstanceTogglableFeatures, RuntimeTogglableFeatures};
 use meilisearch_types::heed::types::{OwnedType, SerdeBincode, SerdeJson, Str};
 use meilisearch_types::heed::{self, Database, Env, RoTxn, RwTxn};
 use meilisearch_types::milli::documents::DocumentsBatchBuilder;
@@ -135,6 +138,12 @@ impl Query {
         index_vec.push(index_uid);
         Self { index_uids: Some(index_vec), ..self }
     }
+
+    // Removes the `from` and `limit` restrictions from the query.
+    // Useful to get the total number of tasks matching a filter.
+    pub fn without_limits(self) -> Self {
+        Query { limit: None, from: None, ..self }
+    }
 }
 
 #[derive(Debug, Clone)]
@@ -247,6 +256,8 @@ pub struct IndexSchedulerOptions {
     /// The maximum number of tasks stored in the task queue before starting
     /// to auto schedule task deletions.
     pub max_number_of_tasks: usize,
+    /// The experimental features enabled for this instance.
+    pub instance_features: InstanceTogglableFeatures,
 }
 
 /// Structure which holds meilisearch's indexes and schedules the tasks
@@ -290,6 +301,9 @@ pub struct IndexScheduler {
     /// In charge of creating, opening, storing and returning indexes.
     pub(crate) index_mapper: IndexMapper,
 
+    /// In charge of fetching and setting the status of experimental features.
+    features: features::FeatureData,
+
     /// Get a signal when a batch needs to be processed.
     pub(crate) wake_up: Arc<SignalEvent>,
 
@@ -360,6 +374,7 @@ impl IndexScheduler {
             planned_failures: self.planned_failures.clone(),
             #[cfg(test)]
             run_loop_iteration: self.run_loop_iteration.clone(),
+            features: self.features.clone(),
         }
     }
 }
@@ -398,9 +413,12 @@ impl IndexScheduler {
         };
 
         let env = heed::EnvOpenOptions::new()
-            .max_dbs(10)
+            .max_dbs(11)
             .map_size(budget.task_db_size)
             .open(options.tasks_path)?;
+
+        let features = features::FeatureData::new(&env, options.instance_features)?;
+
         let file_store = FileStore::new(&options.update_file_path)?;
 
         let mut wtxn = env.write_txn()?;
@@ -452,6 +470,7 @@ impl IndexScheduler {
             planned_failures,
             #[cfg(test)]
             run_loop_iteration: Arc::new(RwLock::new(0)),
+            features,
         };
 
         this.run();
@@ -794,6 +813,11 @@ impl IndexScheduler {
         Ok(res)
     }
 
+    // Return true if there is at least one task that is processing.
+    pub fn is_task_processing(&self) -> Result<bool> {
+        Ok(!self.processing_tasks.read().unwrap().processing.is_empty())
+    }
+
     /// Return true iff there is at least one task associated with this index
     /// that is processing.
     pub fn is_index_processing(&self, index: &str) -> Result<bool> {
@@ -804,7 +828,8 @@ impl IndexScheduler {
         Ok(nbr_index_processing_tasks > 0)
     }
 
-    /// Return the task ids matching the query from the user's point of view.
+    /// Return the task ids matching the query along with the total number of tasks
+    /// by ignoring the from and limit parameters from the user's point of view.
     ///
     /// There are two differences between an internal query and a query executed by
     /// the user.
@@ -817,7 +842,13 @@ impl IndexScheduler {
         rtxn: &RoTxn,
         query: &Query,
         filters: &meilisearch_auth::AuthFilter,
-    ) -> Result<RoaringBitmap> {
+    ) -> Result<(RoaringBitmap, u64)> {
+        // compute all tasks matching the filter by ignoring the limits, to find the number of tasks matching
+        // the filter.
+        // As this causes us to compute the filter twice it is slightly inefficient, but doing it this way spares
+        // us from modifying the underlying implementation, and the performance remains sufficient.
+        // Should this change, we would modify `get_task_ids` to directly return the number of matching tasks.
+        let total_tasks = self.get_task_ids(rtxn, &query.clone().without_limits())?;
         let mut tasks = self.get_task_ids(rtxn, query)?;
 
         // If the query contains a list of index uid or there is a finite list of authorized indexes,
@@ -840,10 +871,11 @@ impl IndexScheduler {
             }
         }
 
-        Ok(tasks)
+        Ok((tasks, total_tasks.len()))
     }
 
-    /// Return the tasks matching the query from the user's point of view.
+    /// Return the tasks matching the query from the user's point of view along
+    /// with the total number of tasks matching the query, ignoring from and limit.
     ///
     /// There are two differences between an internal query and a query executed by
     /// the user.
@@ -855,11 +887,10 @@ impl IndexScheduler {
         &self,
         query: Query,
         filters: &meilisearch_auth::AuthFilter,
-    ) -> Result<Vec<Task>> {
+    ) -> Result<(Vec<Task>, u64)> {
         let rtxn = self.env.read_txn()?;
 
-        let tasks = self.get_task_ids_from_authorized_indexes(&rtxn, &query, filters)?;
-
+        let (tasks, total) = self.get_task_ids_from_authorized_indexes(&rtxn, &query, filters)?;
         let tasks = self.get_existing_tasks(
             &rtxn,
             tasks.into_iter().rev().take(query.limit.unwrap_or(u32::MAX) as usize),
@@ -870,16 +901,19 @@ impl IndexScheduler {
 
         let ret = tasks.into_iter();
         if processing.is_empty() {
-            Ok(ret.collect())
+            Ok((ret.collect(), total))
         } else {
-            Ok(ret
-                .map(|task| match processing.contains(task.uid) {
-                    true => {
+            Ok((
+                ret.map(|task| {
+                    if processing.contains(task.uid) {
                         Task { status: Status::Processing, started_at: Some(started_at), ..task }
+                    } else {
+                        task
                     }
-                    false => task,
                 })
-                .collect())
+                .collect(),
+                total,
+            ))
         }
     }
 
@@ -1214,6 +1248,17 @@ impl IndexScheduler {
         Ok(IndexStats { is_indexing, inner_stats: index_stats })
     }
 
+    pub fn features(&self) -> Result<RoFeatures> {
+        let rtxn = self.read_txn()?;
+        self.features.features(rtxn)
+    }
+
+    pub fn put_runtime_features(&self, features: RuntimeTogglableFeatures) -> Result<()> {
+        let wtxn = self.env.write_txn().map_err(Error::HeedTransaction)?;
+        self.features.put_runtime_features(wtxn, features)?;
+        Ok(())
+    }
+
     pub(crate) fn delete_persisted_task_data(&self, task: &Task) -> Result<()> {
         match task.content_uuid() {
             Some(content_file) => self.delete_update_file(content_file),
@@ -1534,6 +1579,7 @@ mod tests {
                 indexer_config,
                 autobatching_enabled: true,
                 max_number_of_tasks: 1_000_000,
+                instance_features: Default::default(),
             };
             configuration(&mut options);
 
@@ -1808,6 +1854,17 @@ mod tests {
         snapshot!(snapshot_index_scheduler(&index_scheduler), name: "registered_the_third_task");
     }
 
+    #[test]
+    fn test_task_is_processing() {
+        let (index_scheduler, mut handle) = IndexScheduler::test(true, vec![]);
+
+        index_scheduler.register(index_creation_task("index_a", "id")).unwrap();
+        snapshot!(snapshot_index_scheduler(&index_scheduler), name: "registered_a_task");
+
+        handle.advance_till([Start, BatchCreated]);
+        assert!(index_scheduler.is_task_processing().unwrap());
+    }
+
     /// We send a lot of tasks but notify the tasks scheduler only once as
     /// we send them very fast, we must make sure that they are all processed.
     #[test]
@@ -2740,43 +2797,43 @@ mod tests {
 
         let rtxn = index_scheduler.env.read_txn().unwrap();
         let query = Query { limit: Some(0), ..Default::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         snapshot!(snapshot_bitmap(&tasks), @"[]");
 
         let query = Query { limit: Some(1), ..Default::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         snapshot!(snapshot_bitmap(&tasks), @"[2,]");
 
         let query = Query { limit: Some(2), ..Default::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         snapshot!(snapshot_bitmap(&tasks), @"[1,2,]");
 
         let query = Query { from: Some(1), ..Default::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         snapshot!(snapshot_bitmap(&tasks), @"[0,1,]");
 
         let query = Query { from: Some(2), ..Default::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         snapshot!(snapshot_bitmap(&tasks), @"[0,1,2,]");
 
         let query = Query { from: Some(1), limit: Some(1), ..Default::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         snapshot!(snapshot_bitmap(&tasks), @"[1,]");
 
         let query = Query { from: Some(1), limit: Some(2), ..Default::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         snapshot!(snapshot_bitmap(&tasks), @"[0,1,]");
@@ -2803,13 +2860,13 @@ mod tests {
         let rtxn = index_scheduler.env.read_txn().unwrap();
 
         let query = Query { statuses: Some(vec![Status::Processing]), ..Default::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         snapshot!(snapshot_bitmap(&tasks), @"[0,]"); // only the processing tasks in the first tick
 
         let query = Query { statuses: Some(vec![Status::Enqueued]), ..Default::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         snapshot!(snapshot_bitmap(&tasks), @"[1,2,]"); // only the enqueued tasks in the first tick
@@ -2818,7 +2875,7 @@ mod tests {
             statuses: Some(vec![Status::Enqueued, Status::Processing]),
             ..Default::default()
         };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         snapshot!(snapshot_bitmap(&tasks), @"[0,1,2,]"); // both enqueued and processing tasks in the first tick
@@ -2828,7 +2885,7 @@ mod tests {
             after_started_at: Some(start_time),
             ..Default::default()
         };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // both enqueued and processing tasks in the first tick, but limited to those with a started_at
@@ -2840,7 +2897,7 @@ mod tests {
             before_started_at: Some(start_time),
             ..Default::default()
         };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // both enqueued and processing tasks in the first tick, but limited to those with a started_at
@@ -2853,7 +2910,7 @@ mod tests {
             before_started_at: Some(start_time + Duration::minutes(1)),
             ..Default::default()
         };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // both enqueued and processing tasks in the first tick, but limited to those with a started_at
@@ -2880,7 +2937,7 @@ mod tests {
             before_started_at: Some(start_time + Duration::minutes(1)),
             ..Default::default()
         };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // both succeeded and processing tasks in the first tick, but limited to those with a started_at
@@ -2893,7 +2950,7 @@ mod tests {
             before_started_at: Some(start_time),
             ..Default::default()
         };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // both succeeded and processing tasks in the first tick, but limited to those with a started_at
@@ -2906,7 +2963,7 @@ mod tests {
             before_started_at: Some(second_start_time + Duration::minutes(1)),
             ..Default::default()
         };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // both succeeded and processing tasks in the first tick, but limited to those with a started_at
@@ -2926,7 +2983,7 @@ mod tests {
 
         let rtxn = index_scheduler.env.read_txn().unwrap();
 
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // we run the same query to verify that, and indeed find that the last task is matched
@@ -2938,7 +2995,7 @@ mod tests {
             before_started_at: Some(second_start_time + Duration::minutes(1)),
             ..Default::default()
         };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // enqueued, succeeded, or processing tasks started after the second part of the test, should
@@ -2950,7 +3007,7 @@ mod tests {
 
         // now the last task should have failed
         snapshot!(snapshot_index_scheduler(&index_scheduler), name: "end");
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // so running the last query should return nothing
@@ -2962,7 +3019,7 @@ mod tests {
             before_started_at: Some(second_start_time + Duration::minutes(1)),
             ..Default::default()
         };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // but the same query on failed tasks should return the last task
@@ -2974,7 +3031,7 @@ mod tests {
             before_started_at: Some(second_start_time + Duration::minutes(1)),
             ..Default::default()
         };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // but the same query on failed tasks should return the last task
@@ -2987,7 +3044,7 @@ mod tests {
             before_started_at: Some(second_start_time + Duration::minutes(1)),
             ..Default::default()
         };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // same query but with an invalid uid
@@ -3000,7 +3057,7 @@ mod tests {
             before_started_at: Some(second_start_time + Duration::minutes(1)),
             ..Default::default()
         };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // same query but with a valid uid
@@ -3032,14 +3089,14 @@ mod tests {
         let rtxn = index_scheduler.env.read_txn().unwrap();
 
         let query = Query { index_uids: Some(vec!["catto".to_owned()]), ..Default::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // only the first task associated with catto is returned, the indexSwap tasks are excluded!
         snapshot!(snapshot_bitmap(&tasks), @"[0,]");
 
         let query = Query { index_uids: Some(vec!["catto".to_owned()]), ..Default::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(
                 &rtxn,
                 &query,
@@ -3053,7 +3110,7 @@ mod tests {
         snapshot!(snapshot_bitmap(&tasks), @"[]");
 
         let query = Query::default();
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(
                 &rtxn,
                 &query,
@@ -3067,7 +3124,7 @@ mod tests {
         snapshot!(snapshot_bitmap(&tasks), @"[1,]");
 
         let query = Query::default();
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(
                 &rtxn,
                 &query,
@@ -3086,7 +3143,7 @@ mod tests {
         snapshot!(snapshot_bitmap(&tasks), @"[0,1,]");
 
         let query = Query::default();
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // we asked for all the tasks with all index authorized -> all tasks returned
@@ -3119,7 +3176,7 @@ mod tests {
 
         let rtxn = index_scheduler.read_txn().unwrap();
         let query = Query { canceled_by: Some(vec![task_cancelation.uid]), ..Query::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(&rtxn, &query, &AuthFilter::default())
             .unwrap();
         // 0 is not returned because it was not canceled, 3 is not returned because it is the uid of the
@@ -3127,7 +3184,7 @@ mod tests {
         snapshot!(snapshot_bitmap(&tasks), @"[1,2,]");
 
         let query = Query { canceled_by: Some(vec![task_cancelation.uid]), ..Query::default() };
-        let tasks = index_scheduler
+        let (tasks, _) = index_scheduler
             .get_task_ids_from_authorized_indexes(
                 &rtxn,
                 &query,

index-scheduler/src/snapshots/lib.rs/test_task_is_processing/registered_a_task.snap

@@ -0,0 +1,36 @@
+---
+source: index-scheduler/src/lib.rs
+---
+### Autobatching Enabled = true
+### Processing Tasks:
+[]
+----------------------------------------------------------------------
+### All Tasks:
+0 {uid: 0, status: enqueued, details: { primary_key: Some("id") }, kind: IndexCreation { index_uid: "index_a", primary_key: Some("id") }}
+----------------------------------------------------------------------
+### Status:
+enqueued [0,]
+----------------------------------------------------------------------
+### Kind:
+"indexCreation" [0,]
+----------------------------------------------------------------------
+### Index Tasks:
+index_a [0,]
+----------------------------------------------------------------------
+### Index Mapper:
+
+----------------------------------------------------------------------
+### Canceled By:
+
+----------------------------------------------------------------------
+### Enqueued At:
+[timestamp] [0,]
+----------------------------------------------------------------------
+### Started At:
+----------------------------------------------------------------------
+### Finished At:
+----------------------------------------------------------------------
+### File Store:
+
+----------------------------------------------------------------------
+

index-stats/Cargo.toml

@@ -1,12 +0,0 @@
-[package]
-name = "index-stats"
-description = "A small program that computes internal stats of a Meilisearch index"
-version = "0.1.0"
-edition = "2021"
-publish = false
-
-[dependencies]
-anyhow = "1.0.71"
-clap = { version = "4.3.5", features = ["derive"] }
-milli = { path = "../milli" }
-piechart = "1.0.0"

index-stats/src/main.rs

@@ -1,224 +0,0 @@
-use std::cmp::Reverse;
-use std::path::PathBuf;
-
-use clap::Parser;
-use milli::heed::{types::ByteSlice, EnvOpenOptions, PolyDatabase, RoTxn};
-use milli::index::db_name::*;
-use milli::index::Index;
-use piechart::{Chart, Color, Data};
-
-/// Simple program to greet a person
-#[derive(Parser, Debug)]
-#[command(author, version, about, long_about = None)]
-struct Args {
-    /// The path to the LMDB Meilisearch index database.
-    path: PathBuf,
-
-    /// The radius of the graphs
-    #[clap(long, default_value_t = 10)]
-    graph_radius: u16,
-
-    /// The radius of the graphs
-    #[clap(long, default_value_t = 6)]
-    graph_aspect_ratio: u16,
-}
-
-fn main() -> anyhow::Result<()> {
-    let Args { path, graph_radius, graph_aspect_ratio } = Args::parse();
-    let env = EnvOpenOptions::new().max_dbs(24).open(path)?;
-
-    // TODO not sure to keep that...
-    //      if removed put the pub(crate) back in the Index struct
-    matches!(
-        Option::<Index>::None,
-        Some(Index {
-            env: _,
-            main: _,
-            word_docids: _,
-            exact_word_docids: _,
-            word_prefix_docids: _,
-            exact_word_prefix_docids: _,
-            word_pair_proximity_docids: _,
-            word_prefix_pair_proximity_docids: _,
-            prefix_word_pair_proximity_docids: _,
-            word_position_docids: _,
-            word_fid_docids: _,
-            field_id_word_count_docids: _,
-            word_prefix_position_docids: _,
-            word_prefix_fid_docids: _,
-            script_language_docids: _,
-            facet_id_exists_docids: _,
-            facet_id_is_null_docids: _,
-            facet_id_is_empty_docids: _,
-            facet_id_f64_docids: _,
-            facet_id_string_docids: _,
-            field_id_docid_facet_f64s: _,
-            field_id_docid_facet_strings: _,
-            documents: _,
-        })
-    );
-
-    let mut wtxn = env.write_txn()?;
-    let main = env.create_poly_database(&mut wtxn, Some(MAIN))?;
-    let word_docids = env.create_poly_database(&mut wtxn, Some(WORD_DOCIDS))?;
-    let exact_word_docids = env.create_poly_database(&mut wtxn, Some(EXACT_WORD_DOCIDS))?;
-    let word_prefix_docids = env.create_poly_database(&mut wtxn, Some(WORD_PREFIX_DOCIDS))?;
-    let exact_word_prefix_docids =
-        env.create_poly_database(&mut wtxn, Some(EXACT_WORD_PREFIX_DOCIDS))?;
-    let word_pair_proximity_docids =
-        env.create_poly_database(&mut wtxn, Some(WORD_PAIR_PROXIMITY_DOCIDS))?;
-    let script_language_docids =
-        env.create_poly_database(&mut wtxn, Some(SCRIPT_LANGUAGE_DOCIDS))?;
-    let word_prefix_pair_proximity_docids =
-        env.create_poly_database(&mut wtxn, Some(WORD_PREFIX_PAIR_PROXIMITY_DOCIDS))?;
-    let prefix_word_pair_proximity_docids =
-        env.create_poly_database(&mut wtxn, Some(PREFIX_WORD_PAIR_PROXIMITY_DOCIDS))?;
-    let word_position_docids = env.create_poly_database(&mut wtxn, Some(WORD_POSITION_DOCIDS))?;
-    let word_fid_docids = env.create_poly_database(&mut wtxn, Some(WORD_FIELD_ID_DOCIDS))?;
-    let field_id_word_count_docids =
-        env.create_poly_database(&mut wtxn, Some(FIELD_ID_WORD_COUNT_DOCIDS))?;
-    let word_prefix_position_docids =
-        env.create_poly_database(&mut wtxn, Some(WORD_PREFIX_POSITION_DOCIDS))?;
-    let word_prefix_fid_docids =
-        env.create_poly_database(&mut wtxn, Some(WORD_PREFIX_FIELD_ID_DOCIDS))?;
-    let facet_id_f64_docids = env.create_poly_database(&mut wtxn, Some(FACET_ID_F64_DOCIDS))?;
-    let facet_id_string_docids =
-        env.create_poly_database(&mut wtxn, Some(FACET_ID_STRING_DOCIDS))?;
-    let facet_id_exists_docids =
-        env.create_poly_database(&mut wtxn, Some(FACET_ID_EXISTS_DOCIDS))?;
-    let facet_id_is_null_docids =
-        env.create_poly_database(&mut wtxn, Some(FACET_ID_IS_NULL_DOCIDS))?;
-    let facet_id_is_empty_docids =
-        env.create_poly_database(&mut wtxn, Some(FACET_ID_IS_EMPTY_DOCIDS))?;
-    let field_id_docid_facet_f64s =
-        env.create_poly_database(&mut wtxn, Some(FIELD_ID_DOCID_FACET_F64S))?;
-    let field_id_docid_facet_strings =
-        env.create_poly_database(&mut wtxn, Some(FIELD_ID_DOCID_FACET_STRINGS))?;
-    let documents = env.create_poly_database(&mut wtxn, Some(DOCUMENTS))?;
-    wtxn.commit()?;
-
-    let list = [
-        (main, MAIN),
-        (word_docids, WORD_DOCIDS),
-        (exact_word_docids, EXACT_WORD_DOCIDS),
-        (word_prefix_docids, WORD_PREFIX_DOCIDS),
-        (exact_word_prefix_docids, EXACT_WORD_PREFIX_DOCIDS),
-        (word_pair_proximity_docids, WORD_PAIR_PROXIMITY_DOCIDS),
-        (script_language_docids, SCRIPT_LANGUAGE_DOCIDS),
-        (word_prefix_pair_proximity_docids, WORD_PREFIX_PAIR_PROXIMITY_DOCIDS),
-        (prefix_word_pair_proximity_docids, PREFIX_WORD_PAIR_PROXIMITY_DOCIDS),
-        (word_position_docids, WORD_POSITION_DOCIDS),
-        (word_fid_docids, WORD_FIELD_ID_DOCIDS),
-        (field_id_word_count_docids, FIELD_ID_WORD_COUNT_DOCIDS),
-        (word_prefix_position_docids, WORD_PREFIX_POSITION_DOCIDS),
-        (word_prefix_fid_docids, WORD_PREFIX_FIELD_ID_DOCIDS),
-        (facet_id_f64_docids, FACET_ID_F64_DOCIDS),
-        (facet_id_string_docids, FACET_ID_STRING_DOCIDS),
-        (facet_id_exists_docids, FACET_ID_EXISTS_DOCIDS),
-        (facet_id_is_null_docids, FACET_ID_IS_NULL_DOCIDS),
-        (facet_id_is_empty_docids, FACET_ID_IS_EMPTY_DOCIDS),
-        (field_id_docid_facet_f64s, FIELD_ID_DOCID_FACET_F64S),
-        (field_id_docid_facet_strings, FIELD_ID_DOCID_FACET_STRINGS),
-        (documents, DOCUMENTS),
-    ];
-
-    let rtxn = env.read_txn()?;
-    let result: Result<Vec<_>, _> =
-        list.into_iter().map(|(db, name)| compute_stats(&rtxn, db).map(|s| (s, name))).collect();
-    let mut stats = result?;
-
-    println!("{:1$} Number of Entries", "", graph_radius as usize * 2);
-    stats.sort_by_key(|(s, _)| Reverse(s.number_of_entries));
-    let data = compute_graph_data(stats.iter().map(|(s, n)| (s.number_of_entries as f32, *n)));
-    Chart::new().radius(graph_radius).aspect_ratio(graph_aspect_ratio).draw(&data);
-    display_legend(&data);
-    print!("\r\n");
-
-    println!("{:1$} Size of Entries", "", graph_radius as usize * 2);
-    stats.sort_by_key(|(s, _)| Reverse(s.size_of_entries));
-    let data = compute_graph_data(stats.iter().map(|(s, n)| (s.size_of_entries as f32, *n)));
-    Chart::new().radius(graph_radius).aspect_ratio(graph_aspect_ratio).draw(&data);
-    display_legend(&data);
-    print!("\r\n");
-
-    println!("{:1$} Size of Data", "", graph_radius as usize * 2);
-    stats.sort_by_key(|(s, _)| Reverse(s.size_of_data));
-    let data = compute_graph_data(stats.iter().map(|(s, n)| (s.size_of_data as f32, *n)));
-    Chart::new().radius(graph_radius).aspect_ratio(graph_aspect_ratio).draw(&data);
-    display_legend(&data);
-    print!("\r\n");
-
-    println!("{:1$} Size of Keys", "", graph_radius as usize * 2);
-    stats.sort_by_key(|(s, _)| Reverse(s.size_of_keys));
-    let data = compute_graph_data(stats.iter().map(|(s, n)| (s.size_of_keys as f32, *n)));
-    Chart::new().radius(graph_radius).aspect_ratio(graph_aspect_ratio).draw(&data);
-    display_legend(&data);
-
-    Ok(())
-}
-
-fn display_legend(data: &[Data]) {
-    let total: f32 = data.iter().map(|d| d.value).sum();
-    for Data { label, value, color, fill } in data {
-        println!(
-            "{} {} {:.02}%",
-            color.unwrap().paint(fill.to_string()),
-            label,
-            value / total * 100.0
-        );
-    }
-}
-
-fn compute_graph_data<'a>(stats: impl IntoIterator<Item = (f32, &'a str)>) -> Vec<Data> {
-    let mut colors = [
-        Color::Red,
-        Color::Green,
-        Color::Yellow,
-        Color::Blue,
-        Color::Purple,
-        Color::Cyan,
-        Color::White,
-    ]
-    .into_iter()
-    .cycle();
-
-    let mut characters = ['▴', '▵', '▾', '▿', '▪', '▫', '•', '◦'].into_iter().cycle();
-
-    stats
-        .into_iter()
-        .map(|(value, name)| Data {
-            label: (*name).into(),
-            value,
-            color: Some(colors.next().unwrap().into()),
-            fill: characters.next().unwrap(),
-        })
-        .collect()
-}
-
-#[derive(Debug)]
-pub struct Stats {
-    pub number_of_entries: u64,
-    pub size_of_keys: u64,
-    pub size_of_data: u64,
-    pub size_of_entries: u64,
-}
-
-fn compute_stats(rtxn: &RoTxn, db: PolyDatabase) -> anyhow::Result<Stats> {
-    let mut number_of_entries = 0;
-    let mut size_of_keys = 0;
-    let mut size_of_data = 0;
-
-    for result in db.iter::<_, ByteSlice, ByteSlice>(rtxn)? {
-        let (key, data) = result?;
-        number_of_entries += 1;
-        size_of_keys += key.len() as u64;
-        size_of_data += data.len() as u64;
-    }
-
-    Ok(Stats {
-        number_of_entries,
-        size_of_keys,
-        size_of_data,
-        size_of_entries: size_of_keys + size_of_data,
-    })
-}

json-depth-checker/Cargo.toml

@@ -15,7 +15,7 @@ license.workspace = true
 serde_json = "1.0"
 
 [dev-dependencies]
-criterion = "0.4.0"
+criterion = "0.5.1"
 
 [[bench]]
 name = "depth"

meili-snap/src/lib.rs

@@ -199,6 +199,30 @@ macro_rules! snapshot {
     };
 }
 
+/// Create a string from the value by serializing it as Json, optionally
+/// redacting some parts of it.
+///
+/// The second argument to the macro can be an object expression for redaction.
+/// It's in the form { selector => replacement }. For more information about redactions
+/// refer to the redactions feature in the `insta` guide.
+#[macro_export]
+macro_rules! json_string {
+    ($value:expr, {$($k:expr => $v:expr),*$(,)?}) => {
+        {
+            let (_, snap) = meili_snap::insta::_prepare_snapshot_for_redaction!($value, {$($k => $v),*}, Json, File);
+            snap
+        }
+    };
+    ($value:expr) => {{
+        let value = meili_snap::insta::_macro_support::serialize_value(
+            &$value,
+            meili_snap::insta::_macro_support::SerializationFormat::Json,
+            meili_snap::insta::_macro_support::SnapshotLocation::File
+        );
+        value
+    }};
+}
+
 #[cfg(test)]
 mod tests {
     use crate as meili_snap;
@@ -250,27 +274,3 @@ mod tests {
         }
     }
 }
-
-/// Create a string from the value by serializing it as Json, optionally
-/// redacting some parts of it.
-///
-/// The second argument to the macro can be an object expression for redaction.
-/// It's in the form { selector => replacement }. For more information about redactions
-/// refer to the redactions feature in the `insta` guide.
-#[macro_export]
-macro_rules! json_string {
-    ($value:expr, {$($k:expr => $v:expr),*$(,)?}) => {
-        {
-            let (_, snap) = meili_snap::insta::_prepare_snapshot_for_redaction!($value, {$($k => $v),*}, Json, File);
-            snap
-        }
-    };
-    ($value:expr) => {{
-        let value = meili_snap::insta::_macro_support::serialize_value(
-            &$value,
-            meili_snap::insta::_macro_support::SerializationFormat::Json,
-            meili_snap::insta::_macro_support::SnapshotLocation::File
-        );
-        value
-    }};
-}

meilisearch-types/src/deserr/mod.rs

@@ -151,6 +151,10 @@ make_missing_field_convenience_builder!(MissingApiKeyExpiresAt, missing_api_key_
 make_missing_field_convenience_builder!(MissingApiKeyIndexes, missing_api_key_indexes);
 make_missing_field_convenience_builder!(MissingSwapIndexes, missing_swap_indexes);
 make_missing_field_convenience_builder!(MissingDocumentFilter, missing_document_filter);
+make_missing_field_convenience_builder!(
+    MissingFacetSearchFacetName,
+    missing_facet_search_facet_name
+);
 
 // Integrate a sub-error into a [`DeserrError`] by taking its error message but using
 // the default error code (C) from `Self`

meilisearch-types/src/error.rs

@@ -217,6 +217,8 @@ InvalidDocumentFields                 , InvalidRequest       , BAD_REQUEST ;
 MissingDocumentFilter                 , InvalidRequest       , BAD_REQUEST ;
 InvalidDocumentFilter                 , InvalidRequest       , BAD_REQUEST ;
 InvalidDocumentGeoField               , InvalidRequest       , BAD_REQUEST ;
+InvalidVectorDimensions               , InvalidRequest       , BAD_REQUEST ;
+InvalidVectorsType                    , InvalidRequest       , BAD_REQUEST ;
 InvalidDocumentId                     , InvalidRequest       , BAD_REQUEST ;
 InvalidDocumentLimit                  , InvalidRequest       , BAD_REQUEST ;
 InvalidDocumentOffset                 , InvalidRequest       , BAD_REQUEST ;
@@ -224,12 +226,14 @@ InvalidIndexLimit                     , InvalidRequest       , BAD_REQUEST ;
 InvalidIndexOffset                    , InvalidRequest       , BAD_REQUEST ;
 InvalidIndexPrimaryKey                , InvalidRequest       , BAD_REQUEST ;
 InvalidIndexUid                       , InvalidRequest       , BAD_REQUEST ;
+InvalidSearchAttributesToSearchOn     , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchAttributesToCrop         , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchAttributesToHighlight    , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchAttributesToRetrieve     , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchCropLength               , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchCropMarker               , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchFacets                   , InvalidRequest       , BAD_REQUEST ;
+InvalidFacetSearchFacetName           , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchFilter                   , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchHighlightPostTag         , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchHighlightPreTag          , InvalidRequest       , BAD_REQUEST ;
@@ -239,7 +243,12 @@ InvalidSearchMatchingStrategy         , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchOffset                   , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchPage                     , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchQ                        , InvalidRequest       , BAD_REQUEST ;
+InvalidFacetSearchQuery               , InvalidRequest       , BAD_REQUEST ;
+InvalidFacetSearchName                , InvalidRequest       , BAD_REQUEST ;
+InvalidSearchVector                   , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchShowMatchesPosition      , InvalidRequest       , BAD_REQUEST ;
+InvalidSearchShowRankingScore         , InvalidRequest       , BAD_REQUEST ;
+InvalidSearchShowRankingScoreDetails  , InvalidRequest       , BAD_REQUEST ;
 InvalidSearchSort                     , InvalidRequest       , BAD_REQUEST ;
 InvalidSettingsDisplayedAttributes    , InvalidRequest       , BAD_REQUEST ;
 InvalidSettingsDistinctAttribute      , InvalidRequest       , BAD_REQUEST ;
@@ -269,6 +278,7 @@ InvalidTaskStatuses                   , InvalidRequest       , BAD_REQUEST ;
 InvalidTaskTypes                      , InvalidRequest       , BAD_REQUEST ;
 InvalidTaskUids                       , InvalidRequest       , BAD_REQUEST  ;
 IoError                               , System               , UNPROCESSABLE_ENTITY;
+FeatureNotEnabled                     , InvalidRequest       , BAD_REQUEST ;
 MalformedPayload                      , InvalidRequest       , BAD_REQUEST ;
 MaxFieldsLimitExceeded                , InvalidRequest       , BAD_REQUEST ;
 MissingApiKeyActions                  , InvalidRequest       , BAD_REQUEST ;
@@ -277,6 +287,7 @@ MissingApiKeyIndexes                  , InvalidRequest       , BAD_REQUEST ;
 MissingAuthorizationHeader            , Auth                 , UNAUTHORIZED ;
 MissingContentType                    , InvalidRequest       , UNSUPPORTED_MEDIA_TYPE ;
 MissingDocumentId                     , InvalidRequest       , BAD_REQUEST ;
+MissingFacetSearchFacetName           , InvalidRequest       , BAD_REQUEST ;
 MissingIndexUid                       , InvalidRequest       , BAD_REQUEST ;
 MissingMasterKey                      , Auth                 , UNAUTHORIZED ;
 MissingPayload                        , InvalidRequest       , BAD_REQUEST ;
@@ -330,8 +341,16 @@ impl ErrorCode for milli::Error {
                     UserError::SortRankingRuleMissing => Code::InvalidSearchSort,
                     UserError::InvalidFacetsDistribution { .. } => Code::InvalidSearchFacets,
                     UserError::InvalidSortableAttribute { .. } => Code::InvalidSearchSort,
+                    UserError::InvalidSearchableAttribute { .. } => {
+                        Code::InvalidSearchAttributesToSearchOn
+                    }
+                    UserError::InvalidFacetSearchFacetName { .. } => {
+                        Code::InvalidFacetSearchFacetName
+                    }
                     UserError::CriterionError(_) => Code::InvalidSettingsRankingRules,
                     UserError::InvalidGeoField { .. } => Code::InvalidDocumentGeoField,
+                    UserError::InvalidVectorDimensions { .. } => Code::InvalidVectorDimensions,
+                    UserError::InvalidVectorsType { .. } => Code::InvalidVectorsType,
                     UserError::SortError(_) => Code::InvalidSearchSort,
                     UserError::InvalidMinTypoWordLenSetting(_, _) => {
                         Code::InvalidSettingsTypoTolerance

meilisearch-types/src/facet_values_sort.rs

@@ -0,0 +1,33 @@
+use deserr::Deserr;
+use milli::OrderBy;
+use serde::{Deserialize, Serialize};
+
+#[derive(Debug, Default, Copy, Clone, PartialEq, Eq, Serialize, Deserialize, Deserr)]
+#[serde(rename_all = "camelCase")]
+#[deserr(rename_all = camelCase)]
+pub enum FacetValuesSort {
+    /// Facet values are sorted in alphabetical order, ascending from A to Z.
+    #[default]
+    Alpha,
+    /// Facet values are sorted by decreasing count.
+    /// The count is the number of records containing this facet value in the results of the query.
+    Count,
+}
+
+impl From<FacetValuesSort> for OrderBy {
+    fn from(val: FacetValuesSort) -> Self {
+        match val {
+            FacetValuesSort::Alpha => OrderBy::Lexicographic,
+            FacetValuesSort::Count => OrderBy::Count,
+        }
+    }
+}
+
+impl From<OrderBy> for FacetValuesSort {
+    fn from(val: OrderBy) -> Self {
+        match val {
+            OrderBy::Lexicographic => FacetValuesSort::Alpha,
+            OrderBy::Count => FacetValuesSort::Count,
+        }
+    }
+}

meilisearch-types/src/features.rs

@@ -0,0 +1,13 @@
+use serde::{Deserialize, Serialize};
+
+#[derive(Serialize, Deserialize, Debug, Clone, Copy, Default, PartialEq, Eq)]
+#[serde(rename_all = "camelCase", default)]
+pub struct RuntimeTogglableFeatures {
+    pub score_details: bool,
+    pub vector_store: bool,
+}
+
+#[derive(Default, Debug, Clone, Copy)]
+pub struct InstanceTogglableFeatures {
+    pub metrics: bool,
+}

meilisearch-types/src/keys.rs

@@ -147,9 +147,7 @@ impl Key {
 fn parse_expiration_date(
     string: Option<String>,
 ) -> std::result::Result<Option<OffsetDateTime>, ParseOffsetDateTimeError> {
-    let Some(string) = string else {
-        return Ok(None)
-    };
+    let Some(string) = string else { return Ok(None) };
     let datetime = if let Ok(datetime) = OffsetDateTime::parse(&string, &Rfc3339) {
         datetime
     } else if let Ok(primitive_datetime) = PrimitiveDateTime::parse(
@@ -274,6 +272,12 @@ pub enum Action {
     #[serde(rename = "keys.delete")]
     #[deserr(rename = "keys.delete")]
     KeysDelete,
+    #[serde(rename = "experimental.get")]
+    #[deserr(rename = "experimental.get")]
+    ExperimentalFeaturesGet,
+    #[serde(rename = "experimental.update")]
+    #[deserr(rename = "experimental.update")]
+    ExperimentalFeaturesUpdate,
 }
 
 impl Action {
@@ -310,6 +314,8 @@ impl Action {
             KEYS_GET => Some(Self::KeysGet),
             KEYS_UPDATE => Some(Self::KeysUpdate),
             KEYS_DELETE => Some(Self::KeysDelete),
+            EXPERIMENTAL_FEATURES_GET => Some(Self::ExperimentalFeaturesGet),
+            EXPERIMENTAL_FEATURES_UPDATE => Some(Self::ExperimentalFeaturesUpdate),
             _otherwise => None,
         }
     }
@@ -352,4 +358,6 @@ pub mod actions {
     pub const KEYS_GET: u8 = KeysGet.repr();
     pub const KEYS_UPDATE: u8 = KeysUpdate.repr();
     pub const KEYS_DELETE: u8 = KeysDelete.repr();
+    pub const EXPERIMENTAL_FEATURES_GET: u8 = ExperimentalFeaturesGet.repr();
+    pub const EXPERIMENTAL_FEATURES_UPDATE: u8 = ExperimentalFeaturesUpdate.repr();
 }

meilisearch-types/src/lib.rs

@@ -2,6 +2,8 @@ pub mod compression;
 pub mod deserr;
 pub mod document_formats;
 pub mod error;
+pub mod facet_values_sort;
+pub mod features;
 pub mod index_uid;
 pub mod index_uid_pattern;
 pub mod keys;

meilisearch-types/src/settings.rs

@@ -14,8 +14,9 @@ use serde::{Deserialize, Serialize, Serializer};
 
 use crate::deserr::DeserrJsonError;
 use crate::error::deserr_codes::*;
+use crate::facet_values_sort::FacetValuesSort;
 
-/// The maximimum number of results that the engine
+/// The maximum number of results that the engine
 /// will be able to return in one search call.
 pub const DEFAULT_PAGINATION_MAX_TOTAL_HITS: usize = 1000;
 
@@ -102,6 +103,9 @@ pub struct FacetingSettings {
     #[serde(default, skip_serializing_if = "Setting::is_not_set")]
     #[deserr(default)]
     pub max_values_per_facet: Setting<usize>,
+    #[serde(default, skip_serializing_if = "Setting::is_not_set")]
+    #[deserr(default)]
+    pub sort_facet_values_by: Setting<BTreeMap<String, FacetValuesSort>>,
 }
 
 #[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq, Deserr)]
@@ -398,13 +402,25 @@ pub fn apply_settings_to_builder(
         Setting::NotSet => (),
     }
 
-    match settings.faceting {
-        Setting::Set(ref value) => match value.max_values_per_facet {
-            Setting::Set(val) => builder.set_max_values_per_facet(val),
-            Setting::Reset => builder.reset_max_values_per_facet(),
-            Setting::NotSet => (),
-        },
-        Setting::Reset => builder.reset_max_values_per_facet(),
+    match &settings.faceting {
+        Setting::Set(FacetingSettings { max_values_per_facet, sort_facet_values_by }) => {
+            match max_values_per_facet {
+                Setting::Set(val) => builder.set_max_values_per_facet(*val),
+                Setting::Reset => builder.reset_max_values_per_facet(),
+                Setting::NotSet => (),
+            }
+            match sort_facet_values_by {
+                Setting::Set(val) => builder.set_sort_facet_values_by(
+                    val.iter().map(|(name, order)| (name.clone(), (*order).into())).collect(),
+                ),
+                Setting::Reset => builder.reset_sort_facet_values_by(),
+                Setting::NotSet => (),
+            }
+        }
+        Setting::Reset => {
+            builder.reset_max_values_per_facet();
+            builder.reset_sort_facet_values_by();
+        }
         Setting::NotSet => (),
     }
 
@@ -476,6 +492,13 @@ pub fn settings(
         max_values_per_facet: Setting::Set(
             index.max_values_per_facet(rtxn)?.unwrap_or(DEFAULT_VALUES_PER_FACET),
         ),
+        sort_facet_values_by: Setting::Set(
+            index
+                .sort_facet_values_by(rtxn)?
+                .into_iter()
+                .map(|(name, sort)| (name, sort.into()))
+                .collect(),
+        ),
     };
 
     let pagination = PaginationSettings {

meilisearch/Cargo.toml

@@ -14,14 +14,28 @@ default-run = "meilisearch"
 
 [dependencies]
 actix-cors = "0.6.4"
-actix-http = { version = "3.3.1", default-features = false, features = ["compress-brotli", "compress-gzip", "rustls"] }
-actix-web = { version = "4.3.1", default-features = false, features = ["macros", "compress-brotli", "compress-gzip", "cookies", "rustls"] }
+actix-http = { version = "3.3.1", default-features = false, features = [
+    "compress-brotli",
+    "compress-gzip",
+    "rustls",
+] }
+actix-utils = "3.0.1"
+actix-web = { version = "4.3.1", default-features = false, features = [
+    "macros",
+    "compress-brotli",
+    "compress-gzip",
+    "cookies",
+    "rustls",
+] }
 actix-web-static-files = { git = "https://github.com/kilork/actix-web-static-files.git", rev = "2d3b6160", optional = true }
 anyhow = { version = "1.0.70", features = ["backtrace"] }
 async-stream = "0.3.5"
 async-trait = "0.1.68"
 bstr = "1.4.0"
-byte-unit = { version = "4.0.19", default-features = false, features = ["std", "serde"] }
+byte-unit = { version = "4.0.19", default-features = false, features = [
+    "std",
+    "serde",
+] }
 bytes = "1.4.0"
 clap = { version = "4.2.1", features = ["derive", "env"] }
 crossbeam-channel = "0.5.8"
@@ -37,6 +51,7 @@ futures-util = "0.3.28"
 http = "0.2.9"
 index-scheduler = { path = "../index-scheduler" }
 indexmap = { version = "1.9.3", features = ["serde-1"] }
+is-terminal = "0.4.8"
 itertools = "0.10.5"
 jsonwebtoken = "8.3.0"
 lazy_static = "1.4.0"
@@ -48,6 +63,7 @@ mime = "0.3.17"
 num_cpus = "1.15.0"
 obkv = "0.2.0"
 once_cell = "1.17.1"
+ordered-float = "3.7.0"
 parking_lot = "0.12.1"
 permissive-json-pointer = { path = "../permissive-json-pointer" }
 pin-project-lite = "0.2.9"
@@ -56,7 +72,10 @@ prometheus = { version = "0.13.3", features = ["process"] }
 rand = "0.8.5"
 rayon = "1.7.0"
 regex = "1.7.3"
-reqwest = { version = "0.11.16", features = ["rustls-tls", "json"], default-features = false }
+reqwest = { version = "0.11.16", features = [
+    "rustls-tls",
+    "json",
+], default-features = false }
 rustls = "0.20.8"
 rustls-pemfile = "1.0.2"
 segment = { version = "0.2.2", optional = true }
@@ -70,7 +89,12 @@ sysinfo = "0.28.4"
 tar = "0.4.38"
 tempfile = "3.5.0"
 thiserror = "1.0.40"
-time = { version = "0.3.20", features = ["serde-well-known", "formatting", "parsing", "macros"] }
+time = { version = "0.3.20", features = [
+    "serde-well-known",
+    "formatting",
+    "parsing",
+    "macros",
+] }
 tokio = { version = "1.27.0", features = ["full"] }
 tokio-stream = "0.1.12"
 toml = "0.7.3"
@@ -78,8 +102,6 @@ uuid = { version = "1.3.1", features = ["serde", "v4"] }
 walkdir = "2.3.3"
 yaup = "0.2.1"
 serde_urlencoded = "0.7.1"
-actix-utils = "3.0.1"
-atty = "0.2.14"
 termcolor = "1.2.0"
 
 [dev-dependencies]
@@ -89,7 +111,7 @@ brotli = "3.3.4"
 insta = "1.29.0"
 manifest-dir-macros = "0.1.16"
 maplit = "1.0.2"
-meili-snap = {path = "../meili-snap"}
+meili-snap = { path = "../meili-snap" }
 temp-env = "0.3.3"
 urlencoding = "2.1.2"
 yaup = "0.2.1"
@@ -98,7 +120,10 @@ yaup = "0.2.1"
 anyhow = { version = "1.0.70", optional = true }
 cargo_toml = { version = "0.15.2", optional = true }
 hex = { version = "0.4.3", optional = true }
-reqwest = { version = "0.11.16", features = ["blocking", "rustls-tls"], default-features = false, optional = true }
+reqwest = { version = "0.11.16", features = [
+    "blocking",
+    "rustls-tls",
+], default-features = false, optional = true }
 sha-1 = { version = "0.10.1", optional = true }
 static-files = { version = "0.2.3", optional = true }
 tempfile = { version = "3.5.0", optional = true }
@@ -116,5 +141,5 @@ thai = ["meilisearch-types/thai"]
 greek = ["meilisearch-types/greek"]
 
 [package.metadata.mini-dashboard]
-assets-url = "https://github.com/meilisearch/mini-dashboard/releases/download/v0.2.7/build.zip"
-sha1 = "28b45bf772c84f9a6e16bc1689b393bfce8da7d6"
+assets-url = "https://github.com/meilisearch/mini-dashboard/releases/download/v0.2.11/build.zip"
+sha1 = "83cd44ed1e5f97ecb581dc9f958a63f4ccc982d9"

meilisearch/src/analytics/mock_analytics.rs

@@ -38,6 +38,18 @@ impl MultiSearchAggregator {
     pub fn succeed(&mut self) {}
 }
 
+#[derive(Default)]
+pub struct FacetSearchAggregator;
+
+#[allow(dead_code)]
+impl FacetSearchAggregator {
+    pub fn from_query(_: &dyn Any, _: &dyn Any) -> Self {
+        Self::default()
+    }
+
+    pub fn succeed(&mut self, _: &dyn Any) {}
+}
+
 impl MockAnalytics {
     #[allow(clippy::new_ret_no_self)]
     pub fn new(opt: &Opt) -> Arc<dyn Analytics> {
@@ -56,6 +68,7 @@ impl Analytics for MockAnalytics {
     fn get_search(&self, _aggregate: super::SearchAggregator) {}
     fn post_search(&self, _aggregate: super::SearchAggregator) {}
     fn post_multi_search(&self, _aggregate: super::MultiSearchAggregator) {}
+    fn post_facet_search(&self, _aggregate: super::FacetSearchAggregator) {}
     fn add_documents(
         &self,
         _documents_query: &UpdateDocumentsQuery,

meilisearch/src/analytics/mod.rs

@@ -25,6 +25,8 @@ pub type SegmentAnalytics = mock_analytics::MockAnalytics;
 pub type SearchAggregator = mock_analytics::SearchAggregator;
 #[cfg(any(debug_assertions, not(feature = "analytics")))]
 pub type MultiSearchAggregator = mock_analytics::MultiSearchAggregator;
+#[cfg(any(debug_assertions, not(feature = "analytics")))]
+pub type FacetSearchAggregator = mock_analytics::FacetSearchAggregator;
 
 // if we are in release mode and the feature analytics was enabled
 // we use the real analytics
@@ -34,6 +36,8 @@ pub type SegmentAnalytics = segment_analytics::SegmentAnalytics;
 pub type SearchAggregator = segment_analytics::SearchAggregator;
 #[cfg(all(not(debug_assertions), feature = "analytics"))]
 pub type MultiSearchAggregator = segment_analytics::MultiSearchAggregator;
+#[cfg(all(not(debug_assertions), feature = "analytics"))]
+pub type FacetSearchAggregator = segment_analytics::FacetSearchAggregator;
 
 /// The Meilisearch config dir:
 /// `~/.config/Meilisearch` on *NIX or *BSD.
@@ -88,6 +92,9 @@ pub trait Analytics: Sync + Send {
     /// This method should be called to aggregate a post array of searches
     fn post_multi_search(&self, aggregate: MultiSearchAggregator);
 
+    /// This method should be called to aggregate post facet values searches
+    fn post_facet_search(&self, aggregate: FacetSearchAggregator);
+
     // this method should be called to aggregate a add documents request
     fn add_documents(
         &self,

meilisearch/src/analytics/segment_analytics.rs

@@ -1,5 +1,6 @@
 use std::collections::{BinaryHeap, HashMap, HashSet};
 use std::fs;
+use std::mem::take;
 use std::path::{Path, PathBuf};
 use std::sync::Arc;
 use std::time::{Duration, Instant};
@@ -29,11 +30,13 @@ use super::{
 use crate::analytics::Analytics;
 use crate::option::{default_http_addr, IndexerOpts, MaxMemory, MaxThreads, ScheduleSnapshot};
 use crate::routes::indexes::documents::UpdateDocumentsQuery;
+use crate::routes::indexes::facet_search::FacetSearchQuery;
 use crate::routes::tasks::TasksFilterQuery;
 use crate::routes::{create_all_stats, Stats};
 use crate::search::{
-    SearchQuery, SearchQueryWithIndex, SearchResult, DEFAULT_CROP_LENGTH, DEFAULT_CROP_MARKER,
-    DEFAULT_HIGHLIGHT_POST_TAG, DEFAULT_HIGHLIGHT_PRE_TAG, DEFAULT_SEARCH_LIMIT,
+    FacetSearchResult, MatchingStrategy, SearchQuery, SearchQueryWithIndex, SearchResult,
+    DEFAULT_CROP_LENGTH, DEFAULT_CROP_MARKER, DEFAULT_HIGHLIGHT_POST_TAG,
+    DEFAULT_HIGHLIGHT_PRE_TAG, DEFAULT_SEARCH_LIMIT,
 };
 use crate::Opt;
 
@@ -71,6 +74,7 @@ pub enum AnalyticsMsg {
     AggregateGetSearch(SearchAggregator),
     AggregatePostSearch(SearchAggregator),
     AggregatePostMultiSearch(MultiSearchAggregator),
+    AggregatePostFacetSearch(FacetSearchAggregator),
     AggregateAddDocuments(DocumentsAggregator),
     AggregateDeleteDocuments(DocumentsDeletionAggregator),
     AggregateUpdateDocuments(DocumentsAggregator),
@@ -139,6 +143,7 @@ impl SegmentAnalytics {
             batcher,
             post_search_aggregator: SearchAggregator::default(),
             post_multi_search_aggregator: MultiSearchAggregator::default(),
+            post_facet_search_aggregator: FacetSearchAggregator::default(),
             get_search_aggregator: SearchAggregator::default(),
             add_documents_aggregator: DocumentsAggregator::default(),
             delete_documents_aggregator: DocumentsDeletionAggregator::default(),
@@ -182,6 +187,10 @@ impl super::Analytics for SegmentAnalytics {
         let _ = self.sender.try_send(AnalyticsMsg::AggregatePostSearch(aggregate));
     }
 
+    fn post_facet_search(&self, aggregate: FacetSearchAggregator) {
+        let _ = self.sender.try_send(AnalyticsMsg::AggregatePostFacetSearch(aggregate));
+    }
+
     fn post_multi_search(&self, aggregate: MultiSearchAggregator) {
         let _ = self.sender.try_send(AnalyticsMsg::AggregatePostMultiSearch(aggregate));
     }
@@ -354,6 +363,7 @@ pub struct Segment {
     get_search_aggregator: SearchAggregator,
     post_search_aggregator: SearchAggregator,
     post_multi_search_aggregator: MultiSearchAggregator,
+    post_facet_search_aggregator: FacetSearchAggregator,
     add_documents_aggregator: DocumentsAggregator,
     delete_documents_aggregator: DocumentsDeletionAggregator,
     update_documents_aggregator: DocumentsAggregator,
@@ -418,6 +428,7 @@ impl Segment {
                         Some(AnalyticsMsg::AggregateGetSearch(agreg)) => self.get_search_aggregator.aggregate(agreg),
                         Some(AnalyticsMsg::AggregatePostSearch(agreg)) => self.post_search_aggregator.aggregate(agreg),
                         Some(AnalyticsMsg::AggregatePostMultiSearch(agreg)) => self.post_multi_search_aggregator.aggregate(agreg),
+                        Some(AnalyticsMsg::AggregatePostFacetSearch(agreg)) => self.post_facet_search_aggregator.aggregate(agreg),
                         Some(AnalyticsMsg::AggregateAddDocuments(agreg)) => self.add_documents_aggregator.aggregate(agreg),
                         Some(AnalyticsMsg::AggregateDeleteDocuments(agreg)) => self.delete_documents_aggregator.aggregate(agreg),
                         Some(AnalyticsMsg::AggregateUpdateDocuments(agreg)) => self.update_documents_aggregator.aggregate(agreg),
@@ -461,55 +472,74 @@ impl Segment {
                 })
                 .await;
         }
-        let get_search = std::mem::take(&mut self.get_search_aggregator)
-            .into_event(&self.user, "Documents Searched GET");
-        let post_search = std::mem::take(&mut self.post_search_aggregator)
-            .into_event(&self.user, "Documents Searched POST");
-        let post_multi_search = std::mem::take(&mut self.post_multi_search_aggregator)
-            .into_event(&self.user, "Documents Searched by Multi-Search POST");
-        let add_documents = std::mem::take(&mut self.add_documents_aggregator)
-            .into_event(&self.user, "Documents Added");
-        let delete_documents = std::mem::take(&mut self.delete_documents_aggregator)
-            .into_event(&self.user, "Documents Deleted");
-        let update_documents = std::mem::take(&mut self.update_documents_aggregator)
-            .into_event(&self.user, "Documents Updated");
-        let get_fetch_documents = std::mem::take(&mut self.get_fetch_documents_aggregator)
-            .into_event(&self.user, "Documents Fetched GET");
-        let post_fetch_documents = std::mem::take(&mut self.post_fetch_documents_aggregator)
-            .into_event(&self.user, "Documents Fetched POST");
-        let get_tasks =
-            std::mem::take(&mut self.get_tasks_aggregator).into_event(&self.user, "Tasks Seen");
-        let health =
-            std::mem::take(&mut self.health_aggregator).into_event(&self.user, "Health Seen");
 
-        if let Some(get_search) = get_search {
+        let Segment {
+            inbox: _,
+            opt: _,
+            batcher: _,
+            user,
+            get_search_aggregator,
+            post_search_aggregator,
+            post_multi_search_aggregator,
+            post_facet_search_aggregator,
+            add_documents_aggregator,
+            delete_documents_aggregator,
+            update_documents_aggregator,
+            get_fetch_documents_aggregator,
+            post_fetch_documents_aggregator,
+            get_tasks_aggregator,
+            health_aggregator,
+        } = self;
+
+        if let Some(get_search) =
+            take(get_search_aggregator).into_event(&user, "Documents Searched GET")
+        {
             let _ = self.batcher.push(get_search).await;
         }
-        if let Some(post_search) = post_search {
+        if let Some(post_search) =
+            take(post_search_aggregator).into_event(&user, "Documents Searched POST")
+        {
             let _ = self.batcher.push(post_search).await;
         }
-        if let Some(post_multi_search) = post_multi_search {
+        if let Some(post_multi_search) = take(post_multi_search_aggregator)
+            .into_event(&user, "Documents Searched by Multi-Search POST")
+        {
             let _ = self.batcher.push(post_multi_search).await;
         }
-        if let Some(add_documents) = add_documents {
+        if let Some(post_facet_search) =
+            take(post_facet_search_aggregator).into_event(&user, "Facet Searched POST")
+        {
+            let _ = self.batcher.push(post_facet_search).await;
+        }
+        if let Some(add_documents) =
+            take(add_documents_aggregator).into_event(&user, "Documents Added")
+        {
             let _ = self.batcher.push(add_documents).await;
         }
-        if let Some(delete_documents) = delete_documents {
+        if let Some(delete_documents) =
+            take(delete_documents_aggregator).into_event(&user, "Documents Deleted")
+        {
             let _ = self.batcher.push(delete_documents).await;
         }
-        if let Some(update_documents) = update_documents {
+        if let Some(update_documents) =
+            take(update_documents_aggregator).into_event(&user, "Documents Updated")
+        {
             let _ = self.batcher.push(update_documents).await;
         }
-        if let Some(get_fetch_documents) = get_fetch_documents {
+        if let Some(get_fetch_documents) =
+            take(get_fetch_documents_aggregator).into_event(&user, "Documents Fetched GET")
+        {
             let _ = self.batcher.push(get_fetch_documents).await;
         }
-        if let Some(post_fetch_documents) = post_fetch_documents {
+        if let Some(post_fetch_documents) =
+            take(post_fetch_documents_aggregator).into_event(&user, "Documents Fetched POST")
+        {
             let _ = self.batcher.push(post_fetch_documents).await;
         }
-        if let Some(get_tasks) = get_tasks {
+        if let Some(get_tasks) = take(get_tasks_aggregator).into_event(&user, "Tasks Seen") {
             let _ = self.batcher.push(get_tasks).await;
         }
-        if let Some(health) = health {
+        if let Some(health) = take(health_aggregator).into_event(&user, "Health Seen") {
             let _ = self.batcher.push(health).await;
         }
         let _ = self.batcher.flush().await;
@@ -544,10 +574,18 @@ pub struct SearchAggregator {
     filter_total_number_of_criteria: usize,
     used_syntax: HashMap<String, usize>,
 
+    // attributes_to_search_on
+    // every time a search is done using attributes_to_search_on
+    attributes_to_search_on_total_number_of_uses: usize,
+
     // q
     // The maximum number of terms in a q request
     max_terms_number: usize,
 
+    // vector
+    // The maximum number of floats in a vector request
+    max_vector_size: usize,
+
     // every time a search is done, we increment the counter linked to the used settings
     matching_strategy: HashMap<String, usize>,
 
@@ -569,6 +607,10 @@ pub struct SearchAggregator {
     // facets
     facets_sum_of_terms: usize,
     facets_total_number_of_facets: usize,
+
+    // scoring
+    show_ranking_score: bool,
+    show_ranking_score_details: bool,
 }
 
 impl SearchAggregator {
@@ -609,10 +651,19 @@ impl SearchAggregator {
             ret.filter_sum_of_criteria_terms = RE.split(&stringified_filters).count();
         }
 
+        // attributes_to_search_on
+        if let Some(_) = query.attributes_to_search_on {
+            ret.attributes_to_search_on_total_number_of_uses = 1;
+        }
+
         if let Some(ref q) = query.q {
             ret.max_terms_number = q.split_whitespace().count();
         }
 
+        if let Some(ref vector) = query.vector {
+            ret.max_vector_size = vector.len();
+        }
+
         if query.is_finite_pagination() {
             let limit = query.hits_per_page.unwrap_or_else(DEFAULT_SEARCH_LIMIT);
             ret.max_limit = limit;
@@ -632,6 +683,9 @@ impl SearchAggregator {
         ret.crop_length = query.crop_length != DEFAULT_CROP_LENGTH();
         ret.show_matches_position = query.show_matches_position;
 
+        ret.show_ranking_score = query.show_ranking_score;
+        ret.show_ranking_score_details = query.show_ranking_score_details;
+
         ret
     }
 
@@ -675,9 +729,18 @@ impl SearchAggregator {
             let used_syntax = self.used_syntax.entry(key).or_insert(0);
             *used_syntax = used_syntax.saturating_add(value);
         }
+
+        // attributes_to_search_on
+        self.attributes_to_search_on_total_number_of_uses = self
+            .attributes_to_search_on_total_number_of_uses
+            .saturating_add(other.attributes_to_search_on_total_number_of_uses);
+
         // q
         self.max_terms_number = self.max_terms_number.max(other.max_terms_number);
 
+        // vector
+        self.max_vector_size = self.max_vector_size.max(other.max_vector_size);
+
         // pagination
         self.max_limit = self.max_limit.max(other.max_limit);
         self.max_offset = self.max_offset.max(other.max_offset);
@@ -706,23 +769,27 @@ impl SearchAggregator {
             let matching_strategy = self.matching_strategy.entry(key).or_insert(0);
             *matching_strategy = matching_strategy.saturating_add(value);
         }
+
+        // scoring
+        self.show_ranking_score |= other.show_ranking_score;
+        self.show_ranking_score_details |= other.show_ranking_score_details;
     }
 
     pub fn into_event(self, user: &User, event_name: &str) -> Option<Track> {
         if self.total_received == 0 {
             None
         } else {
-            // the index of the 99th percentage of value
-            let percentile_99th = 0.99 * (self.total_succeeded as f64 - 1.) + 1.;
             // we get all the values in a sorted manner
             let time_spent = self.time_spent.into_sorted_vec();
+            // the index of the 99th percentage of value
+            let percentile_99th = time_spent.len() * 99 / 100;
             // We are only interested by the slowest value of the 99th fastest results
-            let time_spent = time_spent.get(percentile_99th as usize);
+            let time_spent = time_spent.get(percentile_99th);
 
             let properties = json!({
                 "user-agent": self.user_agents,
                 "requests": {
-                    "99th_response_time":  time_spent.map(|t| format!("{:.2}", t)),
+                    "99th_response_time": time_spent.map(|t| format!("{:.2}", t)),
                     "total_succeeded": self.total_succeeded,
                     "total_failed": self.total_received.saturating_sub(self.total_succeeded), // just to be sure we never panics
                     "total_received": self.total_received,
@@ -737,9 +804,15 @@ impl SearchAggregator {
                    "avg_criteria_number": format!("{:.2}", self.filter_sum_of_criteria_terms as f64 / self.filter_total_number_of_criteria as f64),
                    "most_used_syntax": self.used_syntax.iter().max_by_key(|(_, v)| *v).map(|(k, _)| json!(k)).unwrap_or_else(|| json!(null)),
                 },
+                "attributes_to_search_on": {
+                   "total_number_of_uses": self.attributes_to_search_on_total_number_of_uses,
+                },
                 "q": {
                    "max_terms_number": self.max_terms_number,
                 },
+                "vector": {
+                    "max_vector_size": self.max_vector_size,
+                },
                 "pagination": {
                    "max_limit": self.max_limit,
                    "max_offset": self.max_offset,
@@ -760,7 +833,11 @@ impl SearchAggregator {
                 },
                 "matching_strategy": {
                     "most_used_strategy": self.matching_strategy.iter().max_by_key(|(_, v)| *v).map(|(k, _)| json!(k)).unwrap_or_else(|| json!(null)),
-                }
+                },
+                "scoring": {
+                    "show_ranking_score": self.show_ranking_score,
+                    "show_ranking_score_details": self.show_ranking_score_details,
+                },
             });
 
             Some(Track {
@@ -790,6 +867,10 @@ pub struct MultiSearchAggregator {
     // sum of the number of search queries in the requests, use with total_received to compute an average
     total_search_count: usize,
 
+    // scoring
+    show_ranking_score: bool,
+    show_ranking_score_details: bool,
+
     // context
     user_agents: HashSet<String>,
 }
@@ -803,6 +884,9 @@ impl MultiSearchAggregator {
         let distinct_indexes: HashSet<_> =
             query.iter().map(|query| query.index_uid.as_str()).collect();
 
+        let show_ranking_score = query.iter().any(|query| query.show_ranking_score);
+        let show_ranking_score_details = query.iter().any(|query| query.show_ranking_score_details);
+
         Self {
             timestamp,
             total_received: 1,
@@ -810,6 +894,8 @@ impl MultiSearchAggregator {
             total_distinct_index_count: distinct_indexes.len(),
             total_single_index: if distinct_indexes.len() == 1 { 1 } else { 0 },
             total_search_count: query.len(),
+            show_ranking_score,
+            show_ranking_score_details,
             user_agents,
         }
     }
@@ -831,6 +917,9 @@ impl MultiSearchAggregator {
             this.total_distinct_index_count.saturating_add(other.total_distinct_index_count);
         let total_single_index = this.total_single_index.saturating_add(other.total_single_index);
         let total_search_count = this.total_search_count.saturating_add(other.total_search_count);
+        let show_ranking_score = this.show_ranking_score || other.show_ranking_score;
+        let show_ranking_score_details =
+            this.show_ranking_score_details || other.show_ranking_score_details;
         let mut user_agents = this.user_agents;
 
         for user_agent in other.user_agents.into_iter() {
@@ -846,6 +935,8 @@ impl MultiSearchAggregator {
             total_single_index,
             total_search_count,
             user_agents,
+            show_ranking_score,
+            show_ranking_score_details,
             // do not add _ or ..Default::default() here
         };
 
@@ -872,6 +963,10 @@ impl MultiSearchAggregator {
                 "searches": {
                     "total_search_count": self.total_search_count,
                     "avg_search_count": (self.total_search_count as f64) / (self.total_received as f64),
+                },
+                "scoring": {
+                    "show_ranking_score": self.show_ranking_score,
+                    "show_ranking_score_details": self.show_ranking_score_details,
                 }
             });
 
@@ -886,6 +981,120 @@ impl MultiSearchAggregator {
     }
 }
 
+#[derive(Default)]
+pub struct FacetSearchAggregator {
+    timestamp: Option<OffsetDateTime>,
+
+    // context
+    user_agents: HashSet<String>,
+
+    // requests
+    total_received: usize,
+    total_succeeded: usize,
+    time_spent: BinaryHeap<usize>,
+
+    // The set of all facetNames that were used
+    facet_names: HashSet<String>,
+
+    // As there been any other parameter than the facetName or facetQuery ones?
+    additional_search_parameters_provided: bool,
+}
+
+impl FacetSearchAggregator {
+    pub fn from_query(query: &FacetSearchQuery, request: &HttpRequest) -> Self {
+        let FacetSearchQuery {
+            facet_query: _,
+            facet_name,
+            vector,
+            q,
+            filter,
+            matching_strategy,
+            attributes_to_search_on,
+        } = query;
+
+        let mut ret = Self::default();
+        ret.timestamp = Some(OffsetDateTime::now_utc());
+
+        ret.total_received = 1;
+        ret.user_agents = extract_user_agents(request).into_iter().collect();
+        ret.facet_names = Some(facet_name.clone()).into_iter().collect();
+
+        ret.additional_search_parameters_provided = q.is_some()
+            || vector.is_some()
+            || filter.is_some()
+            || *matching_strategy != MatchingStrategy::default()
+            || attributes_to_search_on.is_some();
+
+        ret
+    }
+
+    pub fn succeed(&mut self, result: &FacetSearchResult) {
+        self.total_succeeded = self.total_succeeded.saturating_add(1);
+        self.time_spent.push(result.processing_time_ms as usize);
+    }
+
+    /// Aggregate one [SearchAggregator] into another.
+    pub fn aggregate(&mut self, mut other: Self) {
+        if self.timestamp.is_none() {
+            self.timestamp = other.timestamp;
+        }
+
+        // context
+        for user_agent in other.user_agents.into_iter() {
+            self.user_agents.insert(user_agent);
+        }
+
+        // request
+        self.total_received = self.total_received.saturating_add(other.total_received);
+        self.total_succeeded = self.total_succeeded.saturating_add(other.total_succeeded);
+        self.time_spent.append(&mut other.time_spent);
+
+        // facet_names
+        for facet_name in other.facet_names.into_iter() {
+            self.facet_names.insert(facet_name);
+        }
+
+        // additional_search_parameters_provided
+        self.additional_search_parameters_provided = self.additional_search_parameters_provided
+            | other.additional_search_parameters_provided;
+    }
+
+    pub fn into_event(self, user: &User, event_name: &str) -> Option<Track> {
+        if self.total_received == 0 {
+            None
+        } else {
+            // the index of the 99th percentage of value
+            let percentile_99th = 0.99 * (self.total_succeeded as f64 - 1.) + 1.;
+            // we get all the values in a sorted manner
+            let time_spent = self.time_spent.into_sorted_vec();
+            // We are only interested by the slowest value of the 99th fastest results
+            let time_spent = time_spent.get(percentile_99th as usize);
+
+            let properties = json!({
+                "user-agent": self.user_agents,
+                "requests": {
+                    "99th_response_time":  time_spent.map(|t| format!("{:.2}", t)),
+                    "total_succeeded": self.total_succeeded,
+                    "total_failed": self.total_received.saturating_sub(self.total_succeeded), // just to be sure we never panics
+                    "total_received": self.total_received,
+                },
+                "facets": {
+                    "total_distinct_facet_count": self.facet_names.len(),
+                    "additional_search_parameters_provided": self.additional_search_parameters_provided,
+                },
+            });
+
+            Some(Track {
+                timestamp: self.timestamp,
+                user: user.clone(),
+                event: event_name.to_string(),
+                properties,
+                ..Default::default()
+            })
+        }
+    }
+}
+
 #[derive(Default)]
 pub struct DocumentsAggregator {
     timestamp: Option<OffsetDateTime>,
@@ -978,6 +1187,7 @@ pub struct DocumentsDeletionAggregator {
     #[serde(rename = "user-agent")]
     user_agents: HashSet<String>,
 
+    #[serde(rename = "requests.total_received")]
     total_received: usize,
     per_document_id: bool,
     clear_all: bool,
@@ -1128,6 +1338,7 @@ pub struct HealthAggregator {
     #[serde(rename = "user-agent")]
     user_agents: HashSet<String>,
 
+    #[serde(rename = "requests.total_received")]
     total_received: usize,
 }
 
@@ -1178,7 +1389,7 @@ pub struct DocumentsFetchAggregator {
     #[serde(rename = "user-agent")]
     user_agents: HashSet<String>,
 
-    #[serde(rename = "requests.max_limit")]
+    #[serde(rename = "requests.total_received")]
     total_received: usize,
 
     // a call on ../documents/:doc_id

meilisearch/src/extractors/payload.rs

@@ -71,3 +71,40 @@ impl Stream for Payload {
         }
     }
 }
+
+#[cfg(test)]
+mod tests {
+    use actix_http::encoding::Decoder as Decompress;
+    use actix_http::BoxedPayloadStream;
+    use bytes::Bytes;
+    use futures_util::StreamExt;
+    use meili_snap::snapshot;
+
+    use super::*;
+
+    #[actix_rt::test]
+    async fn payload_to_large() {
+        let stream = futures::stream::iter(vec![
+            Ok(Bytes::from("1")),
+            Ok(Bytes::from("2")),
+            Ok(Bytes::from("3")),
+            Ok(Bytes::from("4")),
+        ]);
+        let boxed_stream: BoxedPayloadStream = Box::pin(stream);
+        let actix_payload = dev::Payload::from(boxed_stream);
+
+        let payload = Payload {
+            limit: 3,
+            remaining: 3,
+            payload: Decompress::new(actix_payload, actix_http::ContentEncoding::Identity),
+        };
+
+        let mut enumerated_payload_stream = payload.enumerate();
+
+        while let Some((idx, chunk)) = enumerated_payload_stream.next().await {
+            if idx == 3 {
+                snapshot!(chunk.unwrap_err(), @"The provided payload reached the size limit. The maximum accepted payload size is 3 B.");
+            }
+        }
+    }
+}

meilisearch/src/lib.rs

@@ -111,7 +111,7 @@ pub fn create_app(
                 analytics.clone(),
             )
         })
-        .configure(|cfg| routes::configure(cfg, opt.experimental_enable_metrics))
+        .configure(routes::configure)
         .configure(|s| dashboard(s, enable_dashboard));
 
     let app = app.wrap(actix_web::middleware::Condition::new(
@@ -221,6 +221,7 @@ fn open_or_create_database_unchecked(
     // we don't want to create anything in the data.ms yet, thus we
     // wrap our two builders in a closure that'll be executed later.
     let auth_controller = AuthController::new(&opt.db_path, &opt.master_key);
+    let instance_features = opt.to_instance_features();
     let index_scheduler_builder = || -> anyhow::Result<_> {
         Ok(IndexScheduler::new(IndexSchedulerOptions {
             version_file_path: opt.db_path.join(VERSION_FILE_NAME),
@@ -238,6 +239,7 @@ fn open_or_create_database_unchecked(
             max_number_of_tasks: 1_000_000,
             index_growth_amount: byte_unit::Byte::from_str("10GiB").unwrap().get_bytes() as usize,
             index_count: DEFAULT_INDEX_COUNT,
+            instance_features,
         })?)
     };
 
@@ -307,12 +309,16 @@ fn import_dump(
         keys.push(key);
     }
 
+    // 3. Import the runtime features.
+    let features = dump_reader.features()?.unwrap_or_default();
+    index_scheduler.put_runtime_features(features)?;
+
     let indexer_config = index_scheduler.indexer_config();
 
     // /!\ The tasks must be imported AFTER importing the indexes or else the scheduler might
     // try to process tasks while we're trying to import the indexes.
 
-    // 3. Import the indexes.
+    // 4. Import the indexes.
     for index_reader in dump_reader.indexes()? {
         let mut index_reader = index_reader?;
         let metadata = index_reader.metadata();
@@ -324,19 +330,19 @@ fn import_dump(
         let mut wtxn = index.write_txn()?;
 
         let mut builder = milli::update::Settings::new(&mut wtxn, &index, indexer_config);
-        // 3.1 Import the primary key if there is one.
+        // 4.1 Import the primary key if there is one.
         if let Some(ref primary_key) = metadata.primary_key {
             builder.set_primary_key(primary_key.to_string());
         }
 
-        // 3.2 Import the settings.
+        // 4.2 Import the settings.
         log::info!("Importing the settings.");
         let settings = index_reader.settings()?;
         apply_settings_to_builder(&settings, &mut builder);
         builder.execute(|indexing_step| log::debug!("update: {:?}", indexing_step), || false)?;
 
-        // 3.3 Import the documents.
-        // 3.3.1 We need to recreate the grenad+obkv format accepted by the index.
+        // 4.3 Import the documents.
+        // 4.3.1 We need to recreate the grenad+obkv format accepted by the index.
         log::info!("Importing the documents.");
         let file = tempfile::tempfile()?;
         let mut builder = DocumentsBatchBuilder::new(BufWriter::new(file));
@@ -347,7 +353,7 @@ fn import_dump(
         // This flush the content of the batch builder.
         let file = builder.into_inner()?.into_inner()?;
 
-        // 3.3.2 We feed it to the milli index.
+        // 4.3.2 We feed it to the milli index.
         let reader = BufReader::new(file);
         let reader = DocumentsBatchReader::from_reader(reader)?;
 
@@ -372,7 +378,7 @@ fn import_dump(
 
     let mut index_scheduler_dump = index_scheduler.register_dumped_task()?;
 
-    // 4. Import the tasks.
+    // 5. Import the tasks.
     for ret in dump_reader.tasks()? {
         let (task, file) = ret?;
         index_scheduler_dump.register_dumped_task(task, file)?;

meilisearch/src/main.rs

@@ -1,5 +1,5 @@
 use std::env;
-use std::io::Write;
+use std::io::{stderr, Write};
 use std::path::PathBuf;
 use std::sync::Arc;
 
@@ -7,6 +7,7 @@ use actix_web::http::KeepAlive;
 use actix_web::web::Data;
 use actix_web::HttpServer;
 use index_scheduler::IndexScheduler;
+use is_terminal::IsTerminal;
 use meilisearch::analytics::Analytics;
 use meilisearch::{analytics, create_app, prototype_name, setup_meilisearch, Opt};
 use meilisearch_auth::{generate_master_key, AuthController, MASTER_KEY_MIN_SIZE};
@@ -186,9 +187,10 @@ Anonymous telemetry:\t\"Enabled\""
     }
 
     eprintln!();
-    eprintln!("Documentation:\t\thttps://www.meilisearch.com/docs");
-    eprintln!("Source code:\t\thttps://github.com/meilisearch/meilisearch");
-    eprintln!("Discord:\t\thttps://discord.meilisearch.com");
+    eprintln!("Check out Meilisearch Cloud!\thttps://www.meilisearch.com/cloud?utm_campaign=oss&utm_source=engine&utm_medium=cli");
+    eprintln!("Documentation:\t\t\thttps://www.meilisearch.com/docs");
+    eprintln!("Source code:\t\t\thttps://github.com/meilisearch/meilisearch");
+    eprintln!("Discord:\t\t\thttps://discord.meilisearch.com");
     eprintln!();
 }
 
@@ -196,8 +198,7 @@ const WARNING_BG_COLOR: Option<Color> = Some(Color::Ansi256(178));
 const WARNING_FG_COLOR: Option<Color> = Some(Color::Ansi256(0));
 
 fn print_master_key_too_short_warning() {
-    let choice =
-        if atty::is(atty::Stream::Stderr) { ColorChoice::Auto } else { ColorChoice::Never };
+    let choice = if stderr().is_terminal() { ColorChoice::Auto } else { ColorChoice::Never };
     let mut stderr = StandardStream::stderr(choice);
     stderr
         .set_color(
@@ -222,8 +223,7 @@ fn print_master_key_too_short_warning() {
 }
 
 fn print_missing_master_key_warning() {
-    let choice =
-        if atty::is(atty::Stream::Stderr) { ColorChoice::Auto } else { ColorChoice::Never };
+    let choice = if stderr().is_terminal() { ColorChoice::Auto } else { ColorChoice::Never };
     let mut stderr = StandardStream::stderr(choice);
     stderr
         .set_color(

meilisearch/src/metrics.rs

@@ -16,7 +16,7 @@ fn create_buckets() -> [f64; 29] {
 }
 
 lazy_static! {
-    pub static ref HTTP_RESPONSE_TIME_CUSTOM_BUCKETS: [f64; 29] = create_buckets();
+    pub static ref MEILISEARCH_HTTP_RESPONSE_TIME_CUSTOM_BUCKETS: [f64; 29] = create_buckets();
     pub static ref MEILISEARCH_HTTP_REQUESTS_TOTAL: IntCounterVec = register_int_counter_vec!(
         opts!("meilisearch_http_requests_total", "Meilisearch HTTP requests total"),
         &["method", "path"]
@@ -39,10 +39,10 @@ lazy_static! {
     )
     .expect("Can't create a metric");
     pub static ref MEILISEARCH_HTTP_RESPONSE_TIME_SECONDS: HistogramVec = register_histogram_vec!(
-        "http_response_time_seconds",
-        "HTTP response times",
+        "meilisearch_http_response_time_seconds",
+        "Meilisearch HTTP response times",
         &["method", "path"],
-        HTTP_RESPONSE_TIME_CUSTOM_BUCKETS.to_vec()
+        MEILISEARCH_HTTP_RESPONSE_TIME_CUSTOM_BUCKETS.to_vec()
     )
     .expect("Can't create a metric");
     pub static ref MEILISEARCH_NB_TASKS: IntGaugeVec = register_int_gauge_vec!(
@@ -50,4 +50,10 @@ lazy_static! {
         &["kind", "value"]
     )
     .expect("Can't create a metric");
+    pub static ref MEILISEARCH_LAST_UPDATE: IntGauge =
+        register_int_gauge!(opts!("meilisearch_last_update", "Meilisearch Last Update"))
+            .expect("Can't create a metric");
+    pub static ref MEILISEARCH_IS_INDEXING: IntGauge =
+        register_int_gauge!(opts!("meilisearch_is_indexing", "Meilisearch Is Indexing"))
+            .expect("Can't create a metric");
 }

meilisearch/src/option.rs

@@ -12,6 +12,7 @@ use std::{env, fmt, fs};
 
 use byte_unit::{Byte, ByteError};
 use clap::Parser;
+use meilisearch_types::features::InstanceTogglableFeatures;
 use meilisearch_types::milli::update::IndexerConfig;
 use rustls::server::{
     AllowAnyAnonymousOrAuthenticatedClient, AllowAnyAuthenticatedClient, ServerSessionMemoryCache,
@@ -486,6 +487,10 @@ impl Opt {
             Ok(None)
         }
     }
+
+    pub(crate) fn to_instance_features(&self) -> InstanceTogglableFeatures {
+        InstanceTogglableFeatures { metrics: self.experimental_enable_metrics }
+    }
 }
 
 #[derive(Debug, Default, Clone, Parser, Deserialize)]

meilisearch/src/routes/features.rs

@@ -0,0 +1,83 @@
+use actix_web::web::{self, Data};
+use actix_web::{HttpRequest, HttpResponse};
+use deserr::actix_web::AwebJson;
+use deserr::Deserr;
+use index_scheduler::IndexScheduler;
+use log::debug;
+use meilisearch_types::deserr::DeserrJsonError;
+use meilisearch_types::error::ResponseError;
+use meilisearch_types::keys::actions;
+use serde_json::json;
+
+use crate::analytics::Analytics;
+use crate::extractors::authentication::policies::ActionPolicy;
+use crate::extractors::authentication::GuardedData;
+use crate::extractors::sequential_extractor::SeqHandler;
+
+pub fn configure(cfg: &mut web::ServiceConfig) {
+    cfg.service(
+        web::resource("")
+            .route(web::get().to(SeqHandler(get_features)))
+            .route(web::patch().to(SeqHandler(patch_features))),
+    );
+}
+
+async fn get_features(
+    index_scheduler: GuardedData<
+        ActionPolicy<{ actions::EXPERIMENTAL_FEATURES_GET }>,
+        Data<IndexScheduler>,
+    >,
+    req: HttpRequest,
+    analytics: Data<dyn Analytics>,
+) -> Result<HttpResponse, ResponseError> {
+    let features = index_scheduler.features()?;
+
+    analytics.publish("Experimental features Seen".to_string(), json!(null), Some(&req));
+    debug!("returns: {:?}", features.runtime_features());
+    Ok(HttpResponse::Ok().json(features.runtime_features()))
+}
+
+#[derive(Debug, Deserr)]
+#[deserr(error = DeserrJsonError, rename_all = camelCase, deny_unknown_fields)]
+pub struct RuntimeTogglableFeatures {
+    #[deserr(default)]
+    pub score_details: Option<bool>,
+    #[deserr(default)]
+    pub vector_store: Option<bool>,
+}
+
+async fn patch_features(
+    index_scheduler: GuardedData<
+        ActionPolicy<{ actions::EXPERIMENTAL_FEATURES_UPDATE }>,
+        Data<IndexScheduler>,
+    >,
+    new_features: AwebJson<RuntimeTogglableFeatures, DeserrJsonError>,
+    req: HttpRequest,
+    analytics: Data<dyn Analytics>,
+) -> Result<HttpResponse, ResponseError> {
+    let features = index_scheduler.features()?;
+
+    let old_features = features.runtime_features();
+
+    let new_features = meilisearch_types::features::RuntimeTogglableFeatures {
+        score_details: new_features.0.score_details.unwrap_or(old_features.score_details),
+        vector_store: new_features.0.vector_store.unwrap_or(old_features.vector_store),
+    };
+
+    // explicitly destructure for analytics rather than using the `Serialize` implementation, because
+    // the it renames to camelCase, which we don't want for analytics.
+    // **Do not** ignore fields with `..` or `_` here, because we want to add them in the future.
+    let meilisearch_types::features::RuntimeTogglableFeatures { score_details, vector_store } =
+        new_features;
+
+    analytics.publish(
+        "Experimental features Updated".to_string(),
+        json!({
+            "score_details": score_details,
+            "vector_store": vector_store,
+        }),
+        Some(&req),
+    );
+    index_scheduler.put_runtime_features(new_features)?;
+    Ok(HttpResponse::Ok().json(new_features))
+}

meilisearch/src/routes/indexes/facet_search.rs

@@ -0,0 +1,124 @@
+use actix_web::web::Data;
+use actix_web::{web, HttpRequest, HttpResponse};
+use deserr::actix_web::AwebJson;
+use index_scheduler::IndexScheduler;
+use log::debug;
+use meilisearch_types::deserr::DeserrJsonError;
+use meilisearch_types::error::deserr_codes::*;
+use meilisearch_types::error::ResponseError;
+use meilisearch_types::index_uid::IndexUid;
+use serde_json::Value;
+
+use crate::analytics::{Analytics, FacetSearchAggregator};
+use crate::extractors::authentication::policies::*;
+use crate::extractors::authentication::GuardedData;
+use crate::search::{
+    add_search_rules, perform_facet_search, MatchingStrategy, SearchQuery, DEFAULT_CROP_LENGTH,
+    DEFAULT_CROP_MARKER, DEFAULT_HIGHLIGHT_POST_TAG, DEFAULT_HIGHLIGHT_PRE_TAG,
+    DEFAULT_SEARCH_LIMIT, DEFAULT_SEARCH_OFFSET,
+};
+
+pub fn configure(cfg: &mut web::ServiceConfig) {
+    cfg.service(web::resource("").route(web::post().to(search)));
+}
+
+/// # Important
+///
+/// Intentionally don't use `deny_unknown_fields` to ignore search parameters sent by user
+#[derive(Debug, Clone, Default, PartialEq, deserr::Deserr)]
+#[deserr(error = DeserrJsonError, rename_all = camelCase)]
+pub struct FacetSearchQuery {
+    #[deserr(default, error = DeserrJsonError<InvalidFacetSearchQuery>)]
+    pub facet_query: Option<String>,
+    #[deserr(error = DeserrJsonError<InvalidFacetSearchFacetName>, missing_field_error = DeserrJsonError::missing_facet_search_facet_name)]
+    pub facet_name: String,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchQ>)]
+    pub q: Option<String>,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchVector>)]
+    pub vector: Option<Vec<f32>>,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchFilter>)]
+    pub filter: Option<Value>,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchMatchingStrategy>, default)]
+    pub matching_strategy: MatchingStrategy,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchAttributesToSearchOn>, default)]
+    pub attributes_to_search_on: Option<Vec<String>>,
+}
+
+pub async fn search(
+    index_scheduler: GuardedData<ActionPolicy<{ actions::SEARCH }>, Data<IndexScheduler>>,
+    index_uid: web::Path<String>,
+    params: AwebJson<FacetSearchQuery, DeserrJsonError>,
+    req: HttpRequest,
+    analytics: web::Data<dyn Analytics>,
+) -> Result<HttpResponse, ResponseError> {
+    let index_uid = IndexUid::try_from(index_uid.into_inner())?;
+
+    let query = params.into_inner();
+    debug!("facet search called with params: {:?}", query);
+
+    let mut aggregate = FacetSearchAggregator::from_query(&query, &req);
+
+    let facet_query = query.facet_query.clone();
+    let facet_name = query.facet_name.clone();
+    let mut search_query = SearchQuery::from(query);
+
+    // Tenant token search_rules.
+    if let Some(search_rules) = index_scheduler.filters().get_index_search_rules(&index_uid) {
+        add_search_rules(&mut search_query, search_rules);
+    }
+
+    let index = index_scheduler.index(&index_uid)?;
+    let features = index_scheduler.features()?;
+    let search_result = tokio::task::spawn_blocking(move || {
+        perform_facet_search(&index, search_query, facet_query, facet_name, features)
+    })
+    .await?;
+
+    if let Ok(ref search_result) = search_result {
+        aggregate.succeed(search_result);
+    }
+    analytics.post_facet_search(aggregate);
+
+    let search_result = search_result?;
+
+    debug!("returns: {:?}", search_result);
+    Ok(HttpResponse::Ok().json(search_result))
+}
+
+impl From<FacetSearchQuery> for SearchQuery {
+    fn from(value: FacetSearchQuery) -> Self {
+        let FacetSearchQuery {
+            facet_query: _,
+            facet_name: _,
+            q,
+            vector,
+            filter,
+            matching_strategy,
+            attributes_to_search_on,
+        } = value;
+
+        SearchQuery {
+            q,
+            offset: DEFAULT_SEARCH_OFFSET(),
+            limit: DEFAULT_SEARCH_LIMIT(),
+            page: None,
+            hits_per_page: None,
+            attributes_to_retrieve: None,
+            attributes_to_crop: None,
+            crop_length: DEFAULT_CROP_LENGTH(),
+            attributes_to_highlight: None,
+            show_matches_position: false,
+            show_ranking_score: false,
+            show_ranking_score_details: false,
+            filter,
+            sort: None,
+            facets: None,
+            highlight_pre_tag: DEFAULT_HIGHLIGHT_PRE_TAG(),
+            highlight_post_tag: DEFAULT_HIGHLIGHT_POST_TAG(),
+            crop_marker: DEFAULT_CROP_MARKER(),
+            matching_strategy,
+            vector,
+            attributes_to_search_on,
+        }
+    }
+}

meilisearch/src/routes/indexes/mod.rs

@@ -24,6 +24,7 @@ use crate::extractors::authentication::{AuthenticationError, GuardedData};
 use crate::extractors::sequential_extractor::SeqHandler;
 
 pub mod documents;
+pub mod facet_search;
 pub mod search;
 pub mod settings;
 
@@ -44,6 +45,7 @@ pub fn configure(cfg: &mut web::ServiceConfig) {
             .service(web::resource("/stats").route(web::get().to(SeqHandler(get_index_stats))))
             .service(web::scope("/documents").configure(documents::configure))
             .service(web::scope("/search").configure(search::configure))
+            .service(web::scope("/facet-search").configure(facet_search::configure))
             .service(web::scope("/settings").configure(settings::configure)),
     );
 }

meilisearch/src/routes/indexes/search.rs

@@ -34,6 +34,8 @@ pub fn configure(cfg: &mut web::ServiceConfig) {
 pub struct SearchQueryGet {
     #[deserr(default, error = DeserrQueryParamError<InvalidSearchQ>)]
     q: Option<String>,
+    #[deserr(default, error = DeserrQueryParamError<InvalidSearchVector>)]
+    vector: Option<CS<f32>>,
     #[deserr(default = Param(DEFAULT_SEARCH_OFFSET()), error = DeserrQueryParamError<InvalidSearchOffset>)]
     offset: Param<usize>,
     #[deserr(default = Param(DEFAULT_SEARCH_LIMIT()), error = DeserrQueryParamError<InvalidSearchLimit>)]
@@ -56,6 +58,10 @@ pub struct SearchQueryGet {
     sort: Option<String>,
     #[deserr(default, error = DeserrQueryParamError<InvalidSearchShowMatchesPosition>)]
     show_matches_position: Param<bool>,
+    #[deserr(default, error = DeserrQueryParamError<InvalidSearchShowRankingScore>)]
+    show_ranking_score: Param<bool>,
+    #[deserr(default, error = DeserrQueryParamError<InvalidSearchShowRankingScoreDetails>)]
+    show_ranking_score_details: Param<bool>,
     #[deserr(default, error = DeserrQueryParamError<InvalidSearchFacets>)]
     facets: Option<CS<String>>,
     #[deserr( default = DEFAULT_HIGHLIGHT_PRE_TAG(), error = DeserrQueryParamError<InvalidSearchHighlightPreTag>)]
@@ -66,6 +72,8 @@ pub struct SearchQueryGet {
     crop_marker: String,
     #[deserr(default, error = DeserrQueryParamError<InvalidSearchMatchingStrategy>)]
     matching_strategy: MatchingStrategy,
+    #[deserr(default, error = DeserrQueryParamError<InvalidSearchAttributesToSearchOn>)]
+    pub attributes_to_search_on: Option<CS<String>>,
 }
 
 impl From<SearchQueryGet> for SearchQuery {
@@ -80,6 +88,7 @@ impl From<SearchQueryGet> for SearchQuery {
 
         Self {
             q: other.q,
+            vector: other.vector.map(CS::into_inner),
             offset: other.offset.0,
             limit: other.limit.0,
             page: other.page.as_deref().copied(),
@@ -91,11 +100,14 @@ impl From<SearchQueryGet> for SearchQuery {
             filter,
             sort: other.sort.map(|attr| fix_sort_query_parameters(&attr)),
             show_matches_position: other.show_matches_position.0,
+            show_ranking_score: other.show_ranking_score.0,
+            show_ranking_score_details: other.show_ranking_score_details.0,
             facets: other.facets.map(|o| o.into_iter().collect()),
             highlight_pre_tag: other.highlight_pre_tag,
             highlight_post_tag: other.highlight_post_tag,
             crop_marker: other.crop_marker,
             matching_strategy: other.matching_strategy,
+            attributes_to_search_on: other.attributes_to_search_on.map(|o| o.into_iter().collect()),
         }
     }
 }
@@ -145,7 +157,9 @@ pub async fn search_with_url_query(
     let mut aggregate = SearchAggregator::from_query(&query, &req);
 
     let index = index_scheduler.index(&index_uid)?;
-    let search_result = tokio::task::spawn_blocking(move || perform_search(&index, query)).await?;
+    let features = index_scheduler.features()?;
+    let search_result =
+        tokio::task::spawn_blocking(move || perform_search(&index, query, features)).await?;
     if let Ok(ref search_result) = search_result {
         aggregate.succeed(search_result);
     }
@@ -177,7 +191,10 @@ pub async fn search_with_post(
     let mut aggregate = SearchAggregator::from_query(&query, &req);
 
     let index = index_scheduler.index(&index_uid)?;
-    let search_result = tokio::task::spawn_blocking(move || perform_search(&index, query)).await?;
+
+    let features = index_scheduler.features()?;
+    let search_result =
+        tokio::task::spawn_blocking(move || perform_search(&index, query, features)).await?;
     if let Ok(ref search_result) = search_result {
         aggregate.succeed(search_result);
     }

meilisearch/src/routes/indexes/settings.rs

@@ -5,6 +5,7 @@ use index_scheduler::IndexScheduler;
 use log::debug;
 use meilisearch_types::deserr::DeserrJsonError;
 use meilisearch_types::error::ResponseError;
+use meilisearch_types::facet_values_sort::FacetValuesSort;
 use meilisearch_types::index_uid::IndexUid;
 use meilisearch_types::settings::{settings, RankingRuleView, Settings, Unchecked};
 use meilisearch_types::tasks::KindWithContent;
@@ -401,12 +402,17 @@ make_setting_route!(
     analytics,
     |setting: &Option<meilisearch_types::settings::FacetingSettings>, req: &HttpRequest| {
         use serde_json::json;
+        use meilisearch_types::facet_values_sort::FacetValuesSort;
 
         analytics.publish(
             "Faceting Updated".to_string(),
             json!({
                 "faceting": {
                     "max_values_per_facet": setting.as_ref().and_then(|s| s.max_values_per_facet.set()),
+                    "sort_facet_values_by_star_count": setting.as_ref().and_then(|s| {
+                        s.sort_facet_values_by.as_ref().set().map(|s| s.iter().any(|(k, v)| k == "*" && v == &FacetValuesSort::Count))
+                    }),
+                    "sort_facet_values_by_total": setting.as_ref().and_then(|s| s.sort_facet_values_by.as_ref().set().map(|s| s.len())),
                 },
             }),
             Some(req),
@@ -545,6 +551,16 @@ pub async fn update_all(
                     .as_ref()
                     .set()
                     .and_then(|s| s.max_values_per_facet.as_ref().set()),
+                "sort_facet_values_by_star_count": new_settings.faceting
+                    .as_ref()
+                    .set()
+                    .and_then(|s| {
+                        s.sort_facet_values_by.as_ref().set().map(|s| s.iter().any(|(k, v)| k == "*" && v == &FacetValuesSort::Count))
+                    }),
+                "sort_facet_values_by_total": new_settings.faceting
+                    .as_ref()
+                    .set()
+                    .and_then(|s| s.sort_facet_values_by.as_ref().set().map(|s| s.len())),
             },
             "pagination": {
                 "max_total_hits": new_settings.pagination

meilisearch/src/routes/metrics.rs

@@ -19,6 +19,7 @@ pub async fn get_metrics(
     index_scheduler: GuardedData<ActionPolicy<{ actions::METRICS_GET }>, Data<IndexScheduler>>,
     auth_controller: Data<AuthController>,
 ) -> Result<HttpResponse, ResponseError> {
+    index_scheduler.features()?.check_metrics()?;
     let auth_filters = index_scheduler.filters();
     if !auth_filters.all_indexes_authorized() {
         let mut error = ResponseError::from(AuthenticationError::InvalidToken);
@@ -48,6 +49,11 @@ pub async fn get_metrics(
         }
     }
 
+    if let Some(last_update) = response.last_update {
+        crate::metrics::MEILISEARCH_LAST_UPDATE.set(last_update.unix_timestamp());
+    }
+    crate::metrics::MEILISEARCH_IS_INDEXING.set(index_scheduler.is_task_processing()? as i64);
+
     let encoder = TextEncoder::new();
     let mut buffer = vec![];
     encoder.encode(&prometheus::gather(), &mut buffer).expect("Failed to encode metrics");

meilisearch/src/routes/mod.rs

@@ -20,13 +20,14 @@ const PAGINATION_DEFAULT_LIMIT: usize = 20;
 
 mod api_key;
 mod dump;
+pub mod features;
 pub mod indexes;
 mod metrics;
 mod multi_search;
 mod swap_indexes;
 pub mod tasks;
 
-pub fn configure(cfg: &mut web::ServiceConfig, enable_metrics: bool) {
+pub fn configure(cfg: &mut web::ServiceConfig) {
     cfg.service(web::scope("/tasks").configure(tasks::configure))
         .service(web::resource("/health").route(web::get().to(get_health)))
         .service(web::scope("/keys").configure(api_key::configure))
@@ -35,11 +36,9 @@ pub fn configure(cfg: &mut web::ServiceConfig, enable_metrics: bool) {
         .service(web::resource("/version").route(web::get().to(get_version)))
         .service(web::scope("/indexes").configure(indexes::configure))
         .service(web::scope("/multi-search").configure(multi_search::configure))
-        .service(web::scope("/swap-indexes").configure(swap_indexes::configure));
-
-    if enable_metrics {
-        cfg.service(web::scope("/metrics").configure(metrics::configure));
-    }
+        .service(web::scope("/swap-indexes").configure(swap_indexes::configure))
+        .service(web::scope("/metrics").configure(metrics::configure))
+        .service(web::scope("/experimental-features").configure(features::configure));
 }
 
 #[derive(Debug, Serialize)]
@@ -285,9 +284,6 @@ pub fn create_all_stats(
     used_database_size += index_scheduler.used_size()?;
     database_size += auth_controller.size()?;
     used_database_size += auth_controller.used_size()?;
-    let update_file_size = index_scheduler.compute_update_file_size()?;
-    database_size += update_file_size;
-    used_database_size += update_file_size;
 
     let stats = Stats { database_size, used_database_size, last_update: last_task, indexes };
     Ok(stats)

meilisearch/src/routes/multi_search.rs

@@ -41,6 +41,7 @@ pub async fn multi_search_with_post(
     let queries = params.into_inner().queries;
 
     let mut multi_aggregate = MultiSearchAggregator::from_queries(&queries, &req);
+    let features = index_scheduler.features()?;
 
     // Explicitly expect a `(ResponseError, usize)` for the error type rather than `ResponseError` only,
     // so that `?` doesn't work if it doesn't use `with_index`, ensuring that it is not forgotten in case of code
@@ -74,8 +75,9 @@ pub async fn multi_search_with_post(
                         err
                     })
                     .with_index(query_index)?;
+
                 let search_result =
-                    tokio::task::spawn_blocking(move || perform_search(&index, query))
+                    tokio::task::spawn_blocking(move || perform_search(&index, query, features))
                         .await
                         .with_index(query_index)?;
 

meilisearch/src/routes/tasks.rs

@@ -325,7 +325,7 @@ async fn cancel_tasks(
 
     let query = params.into_query();
 
-    let tasks = index_scheduler.get_task_ids_from_authorized_indexes(
+    let (tasks, _) = index_scheduler.get_task_ids_from_authorized_indexes(
         &index_scheduler.read_txn()?,
         &query,
         index_scheduler.filters(),
@@ -370,7 +370,7 @@ async fn delete_tasks(
     );
     let query = params.into_query();
 
-    let tasks = index_scheduler.get_task_ids_from_authorized_indexes(
+    let (tasks, _) = index_scheduler.get_task_ids_from_authorized_indexes(
         &index_scheduler.read_txn()?,
         &query,
         index_scheduler.filters(),
@@ -387,6 +387,7 @@ async fn delete_tasks(
 #[derive(Debug, Serialize)]
 pub struct AllTasks {
     results: Vec<TaskView>,
+    total: u64,
     limit: u32,
     from: Option<u32>,
     next: Option<u32>,
@@ -406,23 +407,17 @@ async fn get_tasks(
     let limit = params.limit.0;
     let query = params.into_query();
 
-    let mut tasks_results: Vec<TaskView> = index_scheduler
-        .get_tasks_from_authorized_indexes(query, index_scheduler.filters())?
-        .into_iter()
-        .map(|t| TaskView::from_task(&t))
-        .collect();
+    let filters = index_scheduler.filters();
+    let (tasks, total) = index_scheduler.get_tasks_from_authorized_indexes(query, filters)?;
+    let mut results: Vec<_> = tasks.iter().map(TaskView::from_task).collect();
 
     // If we were able to fetch the number +1 tasks we asked
     // it means that there is more to come.
-    let next = if tasks_results.len() == limit as usize {
-        tasks_results.pop().map(|t| t.uid)
-    } else {
-        None
-    };
+    let next = if results.len() == limit as usize { results.pop().map(|t| t.uid) } else { None };
 
-    let from = tasks_results.first().map(|t| t.uid);
+    let from = results.first().map(|t| t.uid);
+    let tasks = AllTasks { results, limit: limit.saturating_sub(1), total, from, next };
 
-    let tasks = AllTasks { results: tasks_results, limit: limit.saturating_sub(1), from, next };
     Ok(HttpResponse::Ok().json(tasks))
 }
 
@@ -444,10 +439,10 @@ async fn get_task(
     analytics.publish("Tasks Seen".to_string(), json!({ "per_task_uid": true }), Some(&req));
 
     let query = index_scheduler::Query { uids: Some(vec![task_uid]), ..Query::default() };
+    let filters = index_scheduler.filters();
+    let (tasks, _) = index_scheduler.get_tasks_from_authorized_indexes(query, filters)?;
 
-    if let Some(task) =
-        index_scheduler.get_tasks_from_authorized_indexes(query, index_scheduler.filters())?.first()
-    {
+    if let Some(task) = tasks.first() {
         let task_view = TaskView::from_task(task);
         Ok(HttpResponse::Ok().json(task_view))
     } else {

meilisearch/src/search.rs

@@ -5,17 +5,26 @@ use std::time::Instant;
 
 use deserr::Deserr;
 use either::Either;
+use index_scheduler::RoFeatures;
+use indexmap::IndexMap;
+use log::warn;
 use meilisearch_auth::IndexSearchRules;
 use meilisearch_types::deserr::DeserrJsonError;
 use meilisearch_types::error::deserr_codes::*;
+use meilisearch_types::heed::RoTxn;
 use meilisearch_types::index_uid::IndexUid;
+use meilisearch_types::milli::score_details::{ScoreDetails, ScoringStrategy};
+use meilisearch_types::milli::{
+    dot_product_similarity, FacetValueHit, InternalError, OrderBy, SearchForFacetValues,
+};
 use meilisearch_types::settings::DEFAULT_PAGINATION_MAX_TOTAL_HITS;
 use meilisearch_types::{milli, Document};
 use milli::tokenizer::TokenizerBuilder;
 use milli::{
     AscDesc, FieldId, FieldsIdsMap, Filter, FormatOptions, Index, MatchBounds, MatcherBuilder,
-    SortError, TermsMatchingStrategy, DEFAULT_VALUES_PER_FACET,
+    SortError, TermsMatchingStrategy, VectorOrArrayOfVectors, DEFAULT_VALUES_PER_FACET,
 };
+use ordered_float::OrderedFloat;
 use regex::Regex;
 use serde::Serialize;
 use serde_json::{json, Value};
@@ -31,11 +40,13 @@ pub const DEFAULT_CROP_MARKER: fn() -> String = || "…".to_string();
 pub const DEFAULT_HIGHLIGHT_PRE_TAG: fn() -> String = || "<em>".to_string();
 pub const DEFAULT_HIGHLIGHT_POST_TAG: fn() -> String = || "</em>".to_string();
 
-#[derive(Debug, Clone, Default, PartialEq, Eq, Deserr)]
+#[derive(Debug, Clone, Default, PartialEq, Deserr)]
 #[deserr(error = DeserrJsonError, rename_all = camelCase, deny_unknown_fields)]
 pub struct SearchQuery {
     #[deserr(default, error = DeserrJsonError<InvalidSearchQ>)]
     pub q: Option<String>,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchVector>)]
+    pub vector: Option<Vec<f32>>,
     #[deserr(default = DEFAULT_SEARCH_OFFSET(), error = DeserrJsonError<InvalidSearchOffset>)]
     pub offset: usize,
     #[deserr(default = DEFAULT_SEARCH_LIMIT(), error = DeserrJsonError<InvalidSearchLimit>)]
@@ -54,6 +65,10 @@ pub struct SearchQuery {
     pub attributes_to_highlight: Option<HashSet<String>>,
     #[deserr(default, error = DeserrJsonError<InvalidSearchShowMatchesPosition>, default)]
     pub show_matches_position: bool,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchShowRankingScore>, default)]
+    pub show_ranking_score: bool,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchShowRankingScoreDetails>, default)]
+    pub show_ranking_score_details: bool,
     #[deserr(default, error = DeserrJsonError<InvalidSearchFilter>)]
     pub filter: Option<Value>,
     #[deserr(default, error = DeserrJsonError<InvalidSearchSort>)]
@@ -68,6 +83,8 @@ pub struct SearchQuery {
     pub crop_marker: String,
     #[deserr(default, error = DeserrJsonError<InvalidSearchMatchingStrategy>, default)]
     pub matching_strategy: MatchingStrategy,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchAttributesToSearchOn>, default)]
+    pub attributes_to_search_on: Option<Vec<String>>,
 }
 
 impl SearchQuery {
@@ -80,13 +97,15 @@ impl SearchQuery {
 // This struct contains the fields of `SearchQuery` inline.
 // This is because neither deserr nor serde support `flatten` when using `deny_unknown_fields.
 // The `From<SearchQueryWithIndex>` implementation ensures both structs remain up to date.
-#[derive(Debug, Clone, PartialEq, Eq, Deserr)]
+#[derive(Debug, Clone, PartialEq, Deserr)]
 #[deserr(error = DeserrJsonError, rename_all = camelCase, deny_unknown_fields)]
 pub struct SearchQueryWithIndex {
     #[deserr(error = DeserrJsonError<InvalidIndexUid>, missing_field_error = DeserrJsonError::missing_index_uid)]
     pub index_uid: IndexUid,
     #[deserr(default, error = DeserrJsonError<InvalidSearchQ>)]
     pub q: Option<String>,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchQ>)]
+    pub vector: Option<Vec<f32>>,
     #[deserr(default = DEFAULT_SEARCH_OFFSET(), error = DeserrJsonError<InvalidSearchOffset>)]
     pub offset: usize,
     #[deserr(default = DEFAULT_SEARCH_LIMIT(), error = DeserrJsonError<InvalidSearchLimit>)]
@@ -103,6 +122,10 @@ pub struct SearchQueryWithIndex {
     pub crop_length: usize,
     #[deserr(default, error = DeserrJsonError<InvalidSearchAttributesToHighlight>)]
     pub attributes_to_highlight: Option<HashSet<String>>,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchShowRankingScore>, default)]
+    pub show_ranking_score: bool,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchShowRankingScoreDetails>, default)]
+    pub show_ranking_score_details: bool,
     #[deserr(default, error = DeserrJsonError<InvalidSearchShowMatchesPosition>, default)]
     pub show_matches_position: bool,
     #[deserr(default, error = DeserrJsonError<InvalidSearchFilter>)]
@@ -119,6 +142,8 @@ pub struct SearchQueryWithIndex {
     pub crop_marker: String,
     #[deserr(default, error = DeserrJsonError<InvalidSearchMatchingStrategy>, default)]
     pub matching_strategy: MatchingStrategy,
+    #[deserr(default, error = DeserrJsonError<InvalidSearchAttributesToSearchOn>, default)]
+    pub attributes_to_search_on: Option<Vec<String>>,
 }
 
 impl SearchQueryWithIndex {
@@ -126,6 +151,7 @@ impl SearchQueryWithIndex {
         let SearchQueryWithIndex {
             index_uid,
             q,
+            vector,
             offset,
             limit,
             page,
@@ -134,6 +160,8 @@ impl SearchQueryWithIndex {
             attributes_to_crop,
             crop_length,
             attributes_to_highlight,
+            show_ranking_score,
+            show_ranking_score_details,
             show_matches_position,
             filter,
             sort,
@@ -142,11 +170,13 @@ impl SearchQueryWithIndex {
             highlight_post_tag,
             crop_marker,
             matching_strategy,
+            attributes_to_search_on,
         } = self;
         (
             index_uid,
             SearchQuery {
                 q,
+                vector,
                 offset,
                 limit,
                 page,
@@ -155,6 +185,8 @@ impl SearchQueryWithIndex {
                 attributes_to_crop,
                 crop_length,
                 attributes_to_highlight,
+                show_ranking_score,
+                show_ranking_score_details,
                 show_matches_position,
                 filter,
                 sort,
@@ -163,6 +195,7 @@ impl SearchQueryWithIndex {
                 highlight_post_tag,
                 crop_marker,
                 matching_strategy,
+                attributes_to_search_on,
                 // do not use ..Default::default() here,
                 // rather add any missing field from `SearchQuery` to `SearchQueryWithIndex`
             },
@@ -170,7 +203,7 @@ impl SearchQueryWithIndex {
     }
 }
 
-#[derive(Debug, Clone, PartialEq, Eq, Deserr)]
+#[derive(Debug, Copy, Clone, PartialEq, Eq, Deserr)]
 #[deserr(rename_all = camelCase)]
 pub enum MatchingStrategy {
     /// Remove query words from last to first
@@ -194,7 +227,27 @@ impl From<MatchingStrategy> for TermsMatchingStrategy {
     }
 }
 
-#[derive(Debug, Clone, Serialize, PartialEq, Eq)]
+#[derive(Debug, Default, Clone, PartialEq, Eq, Deserr)]
+#[deserr(rename_all = camelCase)]
+pub enum FacetValuesSort {
+    /// Facet values are sorted in alphabetical order, ascending from A to Z.
+    #[default]
+    Alpha,
+    /// Facet values are sorted by decreasing count.
+    /// The count is the number of records containing this facet value in the results of the query.
+    Count,
+}
+
+impl From<FacetValuesSort> for OrderBy {
+    fn from(val: FacetValuesSort) -> Self {
+        match val {
+            FacetValuesSort::Alpha => OrderBy::Lexicographic,
+            FacetValuesSort::Count => OrderBy::Count,
+        }
+    }
+}
+
+#[derive(Debug, Clone, Serialize, PartialEq)]
 pub struct SearchHit {
     #[serde(flatten)]
     pub document: Document,
@@ -202,6 +255,12 @@ pub struct SearchHit {
     pub formatted: Document,
     #[serde(rename = "_matchesPosition", skip_serializing_if = "Option::is_none")]
     pub matches_position: Option<MatchesPosition>,
+    #[serde(rename = "_rankingScore", skip_serializing_if = "Option::is_none")]
+    pub ranking_score: Option<f64>,
+    #[serde(rename = "_rankingScoreDetails", skip_serializing_if = "Option::is_none")]
+    pub ranking_score_details: Option<serde_json::Map<String, serde_json::Value>>,
+    #[serde(rename = "_semanticScore", skip_serializing_if = "Option::is_none")]
+    pub semantic_score: Option<f32>,
 }
 
 #[derive(Serialize, Debug, Clone, PartialEq)]
@@ -209,11 +268,13 @@ pub struct SearchHit {
 pub struct SearchResult {
     pub hits: Vec<SearchHit>,
     pub query: String,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub vector: Option<Vec<f32>>,
     pub processing_time_ms: u128,
     #[serde(flatten)]
     pub hits_info: HitsInfo,
     #[serde(skip_serializing_if = "Option::is_none")]
-    pub facet_distribution: Option<BTreeMap<String, BTreeMap<String, u64>>>,
+    pub facet_distribution: Option<BTreeMap<String, IndexMap<String, u64>>>,
     #[serde(skip_serializing_if = "Option::is_none")]
     pub facet_stats: Option<BTreeMap<String, FacetStats>>,
 }
@@ -241,6 +302,14 @@ pub struct FacetStats {
     pub max: f64,
 }
 
+#[derive(Serialize, Debug, Clone, PartialEq)]
+#[serde(rename_all = "camelCase")]
+pub struct FacetSearchResult {
+    pub facet_hits: Vec<FacetValueHit>,
+    pub facet_query: Option<String>,
+    pub processing_time_ms: u128,
+}
+
 /// Incorporate search rules in search query
 pub fn add_search_rules(query: &mut SearchQuery, rules: IndexSearchRules) {
     query.filter = match (query.filter.take(), rules.filter) {
@@ -261,28 +330,52 @@ pub fn add_search_rules(query: &mut SearchQuery, rules: IndexSearchRules) {
     }
 }
 
-pub fn perform_search(
-    index: &Index,
-    query: SearchQuery,
-) -> Result<SearchResult, MeilisearchHttpError> {
-    let before_search = Instant::now();
-    let rtxn = index.read_txn()?;
+fn prepare_search<'t>(
+    index: &'t Index,
+    rtxn: &'t RoTxn,
+    query: &'t SearchQuery,
+    features: RoFeatures,
+) -> Result<(milli::Search<'t>, bool, usize, usize), MeilisearchHttpError> {
+    let mut search = index.search(rtxn);
 
-    let mut search = index.search(&rtxn);
+    if query.vector.is_some() && query.q.is_some() {
+        warn!("Ignoring the query string `q` when used with the `vector` parameter.");
+    }
+
+    if let Some(ref vector) = query.vector {
+        search.vector(vector.clone());
+    }
 
     if let Some(ref query) = query.q {
         search.query(query);
     }
 
+    if let Some(ref searchable) = query.attributes_to_search_on {
+        search.searchable_attributes(searchable);
+    }
+
     let is_finite_pagination = query.is_finite_pagination();
     search.terms_matching_strategy(query.matching_strategy.into());
 
     let max_total_hits = index
-        .pagination_max_total_hits(&rtxn)
+        .pagination_max_total_hits(rtxn)
         .map_err(milli::Error::from)?
         .unwrap_or(DEFAULT_PAGINATION_MAX_TOTAL_HITS);
 
     search.exhaustive_number_hits(is_finite_pagination);
+    search.scoring_strategy(if query.show_ranking_score || query.show_ranking_score_details {
+        ScoringStrategy::Detailed
+    } else {
+        ScoringStrategy::Skip
+    });
+
+    if query.show_ranking_score_details {
+        features.check_score_details()?;
+    }
+
+    if query.vector.is_some() {
+        features.check_vector()?;
+    }
 
     // compute the offset on the limit depending on the pagination mode.
     let (offset, limit) = if is_finite_pagination {
@@ -320,7 +413,22 @@ pub fn perform_search(
         search.sort_criteria(sort);
     }
 
-    let milli::SearchResult { documents_ids, matching_words, candidates, .. } = search.execute()?;
+    Ok((search, is_finite_pagination, max_total_hits, offset))
+}
+
+pub fn perform_search(
+    index: &Index,
+    query: SearchQuery,
+    features: RoFeatures,
+) -> Result<SearchResult, MeilisearchHttpError> {
+    let before_search = Instant::now();
+    let rtxn = index.read_txn()?;
+
+    let (search, is_finite_pagination, max_total_hits, offset) =
+        prepare_search(index, &rtxn, &query, features)?;
+
+    let milli::SearchResult { documents_ids, matching_words, candidates, document_scores, .. } =
+        search.execute()?;
 
     let fields_ids_map = index.fields_ids_map(&rtxn).unwrap();
 
@@ -389,10 +497,9 @@ pub fn perform_search(
     formatter_builder.highlight_suffix(query.highlight_post_tag);
 
     let mut documents = Vec::new();
-
     let documents_iter = index.documents(&rtxn, documents_ids)?;
 
-    for (_id, obkv) in documents_iter {
+    for ((_id, obkv), score) in documents_iter.into_iter().zip(document_scores.into_iter()) {
         // First generate a document with all the displayed fields
         let displayed_document = make_document(&displayed_ids, &fields_ids_map, obkv)?;
 
@@ -416,7 +523,27 @@ pub fn perform_search(
             insert_geo_distance(sort, &mut document);
         }
 
-        let hit = SearchHit { document, formatted, matches_position };
+        let semantic_score = match query.vector.as_ref() {
+            Some(vector) => match extract_field("_vectors", &fields_ids_map, obkv)? {
+                Some(vectors) => compute_semantic_score(vector, vectors)?,
+                None => None,
+            },
+            None => None,
+        };
+
+        let ranking_score =
+            query.show_ranking_score.then(|| ScoreDetails::global_score(score.iter()));
+        let ranking_score_details =
+            query.show_ranking_score_details.then(|| ScoreDetails::to_json_map(score.iter()));
+
+        let hit = SearchHit {
+            document,
+            formatted,
+            matches_position,
+            ranking_score_details,
+            ranking_score,
+            semantic_score,
+        };
         documents.push(hit);
     }
 
@@ -448,10 +575,30 @@ pub fn perform_search(
                 .unwrap_or(DEFAULT_VALUES_PER_FACET);
             facet_distribution.max_values_per_facet(max_values_by_facet);
 
+            let sort_facet_values_by =
+                index.sort_facet_values_by(&rtxn).map_err(milli::Error::from)?;
+            let default_sort_facet_values_by =
+                sort_facet_values_by.get("*").copied().unwrap_or_default();
+
             if fields.iter().all(|f| f != "*") {
+                let fields: Vec<_> = fields
+                    .iter()
+                    .map(|n| {
+                        (
+                            n,
+                            sort_facet_values_by
+                                .get(n)
+                                .copied()
+                                .unwrap_or(default_sort_facet_values_by),
+                        )
+                    })
+                    .collect();
                 facet_distribution.facets(fields);
             }
-            let distribution = facet_distribution.candidates(candidates).execute()?;
+            let distribution = facet_distribution
+                .candidates(candidates)
+                .default_order_by(default_sort_facet_values_by)
+                .execute()?;
             let stats = facet_distribution.compute_stats()?;
             (Some(distribution), Some(stats))
         }
@@ -465,7 +612,8 @@ pub fn perform_search(
     let result = SearchResult {
         hits: documents,
         hits_info,
-        query: query.q.clone().unwrap_or_default(),
+        query: query.q.unwrap_or_default(),
+        vector: query.vector,
         processing_time_ms: before_search.elapsed().as_millis(),
         facet_distribution,
         facet_stats,
@@ -473,6 +621,29 @@ pub fn perform_search(
     Ok(result)
 }
 
+pub fn perform_facet_search(
+    index: &Index,
+    search_query: SearchQuery,
+    facet_query: Option<String>,
+    facet_name: String,
+    features: RoFeatures,
+) -> Result<FacetSearchResult, MeilisearchHttpError> {
+    let before_search = Instant::now();
+    let rtxn = index.read_txn()?;
+
+    let (search, _, _, _) = prepare_search(index, &rtxn, &search_query, features)?;
+    let mut facet_search = SearchForFacetValues::new(facet_name, search);
+    if let Some(facet_query) = &facet_query {
+        facet_search.query(facet_query);
+    }
+
+    Ok(FacetSearchResult {
+        facet_hits: facet_search.execute()?,
+        facet_query,
+        processing_time_ms: before_search.elapsed().as_millis(),
+    })
+}
+
 fn insert_geo_distance(sorts: &[String], document: &mut Document) {
     lazy_static::lazy_static! {
         static ref GEO_REGEX: Regex =
@@ -489,6 +660,17 @@ fn insert_geo_distance(sorts: &[String], document: &mut Document) {
     }
 }
 
+fn compute_semantic_score(query: &[f32], vectors: Value) -> milli::Result<Option<f32>> {
+    let vectors = serde_json::from_value(vectors)
+        .map(VectorOrArrayOfVectors::into_array_of_vectors)
+        .map_err(InternalError::SerdeJson)?;
+    Ok(vectors
+        .into_iter()
+        .map(|v| OrderedFloat(dot_product_similarity(query, &v)))
+        .max()
+        .map(OrderedFloat::into_inner))
+}
+
 fn compute_formatted_options(
     attr_to_highlight: &HashSet<String>,
     attr_to_crop: &[String],
@@ -616,10 +798,26 @@ fn make_document(
     Ok(document)
 }
 
-fn format_fields<A: AsRef<[u8]>>(
+/// Extract the JSON value under the field name specified
+/// but doesn't support nested objects.
+fn extract_field(
+    field_name: &str,
+    field_ids_map: &FieldsIdsMap,
+    obkv: obkv::KvReaderU16,
+) -> Result<Option<serde_json::Value>, MeilisearchHttpError> {
+    match field_ids_map.id(field_name) {
+        Some(fid) => match obkv.get(fid) {
+            Some(value) => Ok(serde_json::from_slice(value).map(Some)?),
+            None => Ok(None),
+        },
+        None => Ok(None),
+    }
+}
+
+fn format_fields<'a>(
     document: &Document,
     field_ids_map: &FieldsIdsMap,
-    builder: &MatcherBuilder<'_, A>,
+    builder: &'a MatcherBuilder<'a>,
     formatted_options: &BTreeMap<FieldId, FormatOptions>,
     compute_matches: bool,
     displayable_ids: &BTreeSet<FieldId>,
@@ -664,9 +862,9 @@ fn format_fields<A: AsRef<[u8]>>(
     Ok((matches_position, document))
 }
 
-fn format_value<A: AsRef<[u8]>>(
+fn format_value<'a>(
     value: Value,
-    builder: &MatcherBuilder<'_, A>,
+    builder: &'a MatcherBuilder<'a>,
     format_options: Option<FormatOptions>,
     infos: &mut Vec<MatchBounds>,
     compute_matches: bool,

meilisearch/tests/auth/api_keys.rs

@@ -422,7 +422,7 @@ async fn error_add_api_key_invalid_parameters_actions() {
     meili_snap::snapshot!(code, @"400 Bad Request");
     meili_snap::snapshot!(meili_snap::json_string!(response, { ".createdAt" => "[ignored]", ".updatedAt" => "[ignored]" }), @r###"
     {
-      "message": "Unknown value `doc.add` at `.actions[0]`: expected one of `*`, `search`, `documents.*`, `documents.add`, `documents.get`, `documents.delete`, `indexes.*`, `indexes.create`, `indexes.get`, `indexes.update`, `indexes.delete`, `indexes.swap`, `tasks.*`, `tasks.cancel`, `tasks.delete`, `tasks.get`, `settings.*`, `settings.get`, `settings.update`, `stats.*`, `stats.get`, `metrics.*`, `metrics.get`, `dumps.*`, `dumps.create`, `version`, `keys.create`, `keys.get`, `keys.update`, `keys.delete`",
+      "message": "Unknown value `doc.add` at `.actions[0]`: expected one of `*`, `search`, `documents.*`, `documents.add`, `documents.get`, `documents.delete`, `indexes.*`, `indexes.create`, `indexes.get`, `indexes.update`, `indexes.delete`, `indexes.swap`, `tasks.*`, `tasks.cancel`, `tasks.delete`, `tasks.get`, `settings.*`, `settings.get`, `settings.update`, `stats.*`, `stats.get`, `metrics.*`, `metrics.get`, `dumps.*`, `dumps.create`, `version`, `keys.create`, `keys.get`, `keys.update`, `keys.delete`, `experimental.get`, `experimental.update`",
       "code": "invalid_api_key_actions",
       "type": "invalid_request",
       "link": "https://docs.meilisearch.com/errors#invalid_api_key_actions"

meilisearch/tests/auth/authorization.rs

@@ -61,6 +61,8 @@ pub static AUTHORIZATIONS: Lazy<HashMap<(&'static str, &'static str), HashSet<&'
             ("DELETE",  "/keys/mykey/") =>                                     hashset!{"keys.delete", "*"},
             ("POST",    "/keys") =>                                            hashset!{"keys.create", "*"},
             ("GET",     "/keys") =>                                            hashset!{"keys.get", "*"},
+            ("GET",     "/experimental-features") =>                           hashset!{"experimental.get", "*"},
+            ("PATCH",   "/experimental-features") =>                           hashset!{"experimental.update", "*"},
         };
 
         authorizations

meilisearch/tests/auth/errors.rs

@@ -90,7 +90,7 @@ async fn create_api_key_bad_actions() {
     snapshot!(code, @"400 Bad Request");
     snapshot!(json_string!(response), @r###"
     {
-      "message": "Unknown value `doggo` at `.actions[0]`: expected one of `*`, `search`, `documents.*`, `documents.add`, `documents.get`, `documents.delete`, `indexes.*`, `indexes.create`, `indexes.get`, `indexes.update`, `indexes.delete`, `indexes.swap`, `tasks.*`, `tasks.cancel`, `tasks.delete`, `tasks.get`, `settings.*`, `settings.get`, `settings.update`, `stats.*`, `stats.get`, `metrics.*`, `metrics.get`, `dumps.*`, `dumps.create`, `version`, `keys.create`, `keys.get`, `keys.update`, `keys.delete`",
+      "message": "Unknown value `doggo` at `.actions[0]`: expected one of `*`, `search`, `documents.*`, `documents.add`, `documents.get`, `documents.delete`, `indexes.*`, `indexes.create`, `indexes.get`, `indexes.update`, `indexes.delete`, `indexes.swap`, `tasks.*`, `tasks.cancel`, `tasks.delete`, `tasks.get`, `settings.*`, `settings.get`, `settings.update`, `stats.*`, `stats.get`, `metrics.*`, `metrics.get`, `dumps.*`, `dumps.create`, `version`, `keys.create`, `keys.get`, `keys.update`, `keys.delete`, `experimental.get`, `experimental.update`",
       "code": "invalid_api_key_actions",
       "type": "invalid_request",
       "link": "https://docs.meilisearch.com/errors#invalid_api_key_actions"

meilisearch/tests/common/index.rs

@@ -346,17 +346,24 @@ impl Index<'_> {
         query: Value,
         test: impl Fn(Value, StatusCode) + UnwindSafe + Clone,
     ) {
-        let (response, code) = self.search_post(query.clone()).await;
-        let t = test.clone();
-        if let Err(e) = catch_unwind(move || t(response, code)) {
-            eprintln!("Error with post search");
-            resume_unwind(e);
-        }
+        let post = self.search_post(query.clone()).await;
+
         let query = yaup::to_string(&query).unwrap();
-        let (response, code) = self.search_get(&query).await;
-        if let Err(e) = catch_unwind(move || test(response, code)) {
-            eprintln!("Error with get search");
-            resume_unwind(e);
+        let get = self.search_get(&query).await;
+
+        insta::allow_duplicates! {
+            let (response, code) = post;
+            let t = test.clone();
+            if let Err(e) = catch_unwind(move || t(response, code)) {
+                eprintln!("Error with post search");
+                resume_unwind(e);
+            }
+
+            let (response, code) = get;
+            if let Err(e) = catch_unwind(move || test(response, code)) {
+                eprintln!("Error with get search");
+                resume_unwind(e);
+            }
         }
     }
 
@@ -370,6 +377,11 @@ impl Index<'_> {
         self.service.get(url).await
     }
 
+    pub async fn facet_search(&self, query: Value) -> (Value, StatusCode) {
+        let url = format!("/indexes/{}/facet-search", urlencode(self.uid.as_ref()));
+        self.service.post_encoded(url, query, self.encoder).await
+    }
+
     pub async fn update_distinct_attribute(&self, value: Value) -> (Value, StatusCode) {
         let url =
             format!("/indexes/{}/settings/{}", urlencode(self.uid.as_ref()), "distinct-attribute");

meilisearch/tests/common/server.rs

@@ -189,6 +189,14 @@ impl Server {
         let url = format!("/tasks/{}", update_id);
         self.service.get(url).await
     }
+
+    pub async fn get_features(&self) -> (Value, StatusCode) {
+        self.service.get("/experimental-features").await
+    }
+
+    pub async fn set_features(&self, value: Value) -> (Value, StatusCode) {
+        self.service.patch("/experimental-features", value).await
+    }
 }
 
 pub fn default_settings(dir: impl AsRef<Path>) -> Opt {

meilisearch/tests/dumps/mod.rs

@@ -36,14 +36,14 @@ async fn import_dump_v1_movie_raw() {
     assert_eq!(code, 200);
     assert_eq!(
         settings,
-        json!({"displayedAttributes": ["*"], "searchableAttributes": ["*"], "filterableAttributes": [], "sortableAttributes": [], "rankingRules": ["typo", "words", "proximity", "attribute", "exactness"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100 }, "pagination": { "maxTotalHits": 1000 } })
+        json!({"displayedAttributes": ["*"], "searchableAttributes": ["*"], "filterableAttributes": [], "sortableAttributes": [], "rankingRules": ["typo", "words", "proximity", "attribute", "exactness"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100, "sortFacetValuesBy": { "*": "alpha" } }, "pagination": { "maxTotalHits": 1000 } })
     );
 
     let (tasks, code) = index.list_tasks().await;
     assert_eq!(code, 200);
     assert_eq!(
         tasks,
-        json!({ "results": [{"uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31968 }, "error": null, "duration": "PT9.317060500S", "enqueuedAt": "2021-09-08T09:08:45.153219Z", "startedAt": "2021-09-08T09:08:45.3961665Z", "finishedAt": "2021-09-08T09:08:54.713227Z" }], "limit": 20, "from": 0, "next": null })
+        json!({ "results": [{"uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31968 }, "error": null, "duration": "PT9.317060500S", "enqueuedAt": "2021-09-08T09:08:45.153219Z", "startedAt": "2021-09-08T09:08:45.3961665Z", "finishedAt": "2021-09-08T09:08:54.713227Z" }], "total": 1,  "limit": 20, "from": 0, "next": null })
     );
 
     // finally we're just going to check that we can still get a few documents by id
@@ -128,14 +128,14 @@ async fn import_dump_v1_movie_with_settings() {
     assert_eq!(code, 200);
     assert_eq!(
         settings,
-        json!({ "displayedAttributes": ["genres", "id", "overview", "poster", "release_date", "title"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "sortableAttributes": ["genres"], "rankingRules": ["typo", "words", "proximity", "attribute", "exactness"], "stopWords": ["of", "the"], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": { "oneTypo": 5, "twoTypos": 9 }, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100 }, "pagination": { "maxTotalHits": 1000 } })
+        json!({ "displayedAttributes": ["genres", "id", "overview", "poster", "release_date", "title"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "sortableAttributes": ["genres"], "rankingRules": ["typo", "words", "proximity", "attribute", "exactness"], "stopWords": ["of", "the"], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": { "oneTypo": 5, "twoTypos": 9 }, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100, "sortFacetValuesBy": { "*": "alpha" } }, "pagination": { "maxTotalHits": 1000 } })
     );
 
     let (tasks, code) = index.list_tasks().await;
     assert_eq!(code, 200);
     assert_eq!(
         tasks,
-        json!({ "results": [{ "uid": 1, "indexUid": "indexUID", "status": "succeeded", "type": "settingsUpdate", "canceledBy": null, "details": { "displayedAttributes": ["genres", "id", "overview", "poster", "release_date", "title"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "sortableAttributes": ["genres"], "stopWords": ["of", "the"] }, "error": null, "duration": "PT7.288826907S", "enqueuedAt": "2021-09-08T09:34:40.882977Z", "startedAt": "2021-09-08T09:34:40.883073093Z", "finishedAt": "2021-09-08T09:34:48.1719Z"}, { "uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31968 }, "error": null, "duration": "PT9.090735774S", "enqueuedAt": "2021-09-08T09:34:16.036101Z", "startedAt": "2021-09-08T09:34:16.261191226Z", "finishedAt": "2021-09-08T09:34:25.351927Z" }], "limit": 20, "from": 1, "next": null })
+        json!({ "results": [{ "uid": 1, "indexUid": "indexUID", "status": "succeeded", "type": "settingsUpdate", "canceledBy": null, "details": { "displayedAttributes": ["genres", "id", "overview", "poster", "release_date", "title"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "sortableAttributes": ["genres"], "stopWords": ["of", "the"] }, "error": null, "duration": "PT7.288826907S", "enqueuedAt": "2021-09-08T09:34:40.882977Z", "startedAt": "2021-09-08T09:34:40.883073093Z", "finishedAt": "2021-09-08T09:34:48.1719Z"}, { "uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31968 }, "error": null, "duration": "PT9.090735774S", "enqueuedAt": "2021-09-08T09:34:16.036101Z", "startedAt": "2021-09-08T09:34:16.261191226Z", "finishedAt": "2021-09-08T09:34:25.351927Z" }], "total": 2, "limit": 20, "from": 1, "next": null })
     );
 
     // finally we're just going to check that we can still get a few documents by id
@@ -220,7 +220,7 @@ async fn import_dump_v1_rubygems_with_settings() {
     assert_eq!(code, 200);
     assert_eq!(
         settings,
-        json!({"displayedAttributes": ["description", "id", "name", "summary", "total_downloads", "version"], "searchableAttributes": ["name", "summary"], "filterableAttributes": ["version"], "sortableAttributes": ["version"], "rankingRules": ["typo", "words", "fame:desc", "proximity", "attribute", "exactness", "total_downloads:desc"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100 }, "pagination": { "maxTotalHits": 1000 }})
+        json!({"displayedAttributes": ["description", "id", "name", "summary", "total_downloads", "version"], "searchableAttributes": ["name", "summary"], "filterableAttributes": ["version"], "sortableAttributes": ["version"], "rankingRules": ["typo", "words", "fame:desc", "proximity", "attribute", "exactness", "total_downloads:desc"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100, "sortFacetValuesBy": { "*": "alpha" } }, "pagination": { "maxTotalHits": 1000 }})
     );
 
     let (tasks, code) = index.list_tasks().await;
@@ -310,14 +310,14 @@ async fn import_dump_v2_movie_raw() {
     assert_eq!(code, 200);
     assert_eq!(
         settings,
-        json!({"displayedAttributes": ["*"], "searchableAttributes": ["*"], "filterableAttributes": [], "sortableAttributes": [], "rankingRules": ["words", "typo", "proximity", "attribute", "exactness"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100 }, "pagination": { "maxTotalHits": 1000 } })
+        json!({"displayedAttributes": ["*"], "searchableAttributes": ["*"], "filterableAttributes": [], "sortableAttributes": [], "rankingRules": ["words", "typo", "proximity", "attribute", "exactness"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100, "sortFacetValuesBy": { "*": "alpha" } }, "pagination": { "maxTotalHits": 1000 } })
     );
 
     let (tasks, code) = index.list_tasks().await;
     assert_eq!(code, 200);
     assert_eq!(
         tasks,
-        json!({ "results": [{"uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31944 }, "error": null, "duration": "PT41.751156S", "enqueuedAt": "2021-09-08T08:30:30.550282Z", "startedAt": "2021-09-08T08:30:30.553012Z", "finishedAt": "2021-09-08T08:31:12.304168Z" }], "limit": 20, "from": 0, "next": null })
+        json!({ "results": [{"uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31944 }, "error": null, "duration": "PT41.751156S", "enqueuedAt": "2021-09-08T08:30:30.550282Z", "startedAt": "2021-09-08T08:30:30.553012Z", "finishedAt": "2021-09-08T08:31:12.304168Z" }], "total": 1, "limit": 20, "from": 0, "next": null })
     );
 
     // finally we're just going to check that we can still get a few documents by id
@@ -402,14 +402,14 @@ async fn import_dump_v2_movie_with_settings() {
     assert_eq!(code, 200);
     assert_eq!(
         settings,
-        json!({ "displayedAttributes": ["title", "genres", "overview", "poster", "release_date"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "sortableAttributes": [], "rankingRules": ["words", "typo", "proximity", "attribute", "exactness"], "stopWords": ["of", "the"], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": { "oneTypo": 5, "twoTypos": 9 }, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100 }, "pagination": { "maxTotalHits": 1000 } })
+        json!({ "displayedAttributes": ["title", "genres", "overview", "poster", "release_date"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "sortableAttributes": [], "rankingRules": ["words", "typo", "proximity", "attribute", "exactness"], "stopWords": ["of", "the"], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": { "oneTypo": 5, "twoTypos": 9 }, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100, "sortFacetValuesBy": { "*": "alpha" } }, "pagination": { "maxTotalHits": 1000 } })
     );
 
     let (tasks, code) = index.list_tasks().await;
     assert_eq!(code, 200);
     assert_eq!(
         tasks,
-        json!({ "results": [{ "uid": 1, "indexUid": "indexUID", "status": "succeeded", "type": "settingsUpdate", "canceledBy": null, "details": { "displayedAttributes": ["title", "genres", "overview", "poster", "release_date"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "stopWords": ["of", "the"] }, "error": null, "duration": "PT37.488777S", "enqueuedAt": "2021-09-08T08:24:02.323444Z", "startedAt": "2021-09-08T08:24:02.324145Z", "finishedAt": "2021-09-08T08:24:39.812922Z" }, { "uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31944 }, "error": null, "duration": "PT39.941318S", "enqueuedAt": "2021-09-08T08:21:14.742672Z", "startedAt": "2021-09-08T08:21:14.750166Z", "finishedAt": "2021-09-08T08:21:54.691484Z" }], "limit": 20, "from": 1, "next": null })
+        json!({ "results": [{ "uid": 1, "indexUid": "indexUID", "status": "succeeded", "type": "settingsUpdate", "canceledBy": null, "details": { "displayedAttributes": ["title", "genres", "overview", "poster", "release_date"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "stopWords": ["of", "the"] }, "error": null, "duration": "PT37.488777S", "enqueuedAt": "2021-09-08T08:24:02.323444Z", "startedAt": "2021-09-08T08:24:02.324145Z", "finishedAt": "2021-09-08T08:24:39.812922Z" }, { "uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31944 }, "error": null, "duration": "PT39.941318S", "enqueuedAt": "2021-09-08T08:21:14.742672Z", "startedAt": "2021-09-08T08:21:14.750166Z", "finishedAt": "2021-09-08T08:21:54.691484Z" }], "total": 2, "limit": 20, "from": 1, "next": null })
     );
 
     // finally we're just going to check that we can still get a few documents by id
@@ -494,7 +494,7 @@ async fn import_dump_v2_rubygems_with_settings() {
     assert_eq!(code, 200);
     assert_eq!(
         settings,
-        json!({"displayedAttributes": ["name", "summary", "description", "version", "total_downloads"], "searchableAttributes": ["name", "summary"], "filterableAttributes": ["version"], "sortableAttributes": [], "rankingRules": ["typo", "words", "fame:desc", "proximity", "attribute", "exactness", "total_downloads:desc"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100 }, "pagination": { "maxTotalHits": 1000 }})
+        json!({"displayedAttributes": ["name", "summary", "description", "version", "total_downloads"], "searchableAttributes": ["name", "summary"], "filterableAttributes": ["version"], "sortableAttributes": [], "rankingRules": ["typo", "words", "fame:desc", "proximity", "attribute", "exactness", "total_downloads:desc"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100, "sortFacetValuesBy": { "*": "alpha" } }, "pagination": { "maxTotalHits": 1000 }})
     );
 
     let (tasks, code) = index.list_tasks().await;
@@ -584,14 +584,14 @@ async fn import_dump_v3_movie_raw() {
     assert_eq!(code, 200);
     assert_eq!(
         settings,
-        json!({"displayedAttributes": ["*"], "searchableAttributes": ["*"], "filterableAttributes": [], "sortableAttributes": [], "rankingRules": ["words", "typo", "proximity", "attribute", "exactness"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100 }, "pagination": { "maxTotalHits": 1000 } })
+        json!({"displayedAttributes": ["*"], "searchableAttributes": ["*"], "filterableAttributes": [], "sortableAttributes": [], "rankingRules": ["words", "typo", "proximity", "attribute", "exactness"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100, "sortFacetValuesBy": { "*": "alpha" } }, "pagination": { "maxTotalHits": 1000 } })
     );
 
     let (tasks, code) = index.list_tasks().await;
     assert_eq!(code, 200);
     assert_eq!(
         tasks,
-        json!({ "results": [{"uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31944 }, "error": null, "duration": "PT41.751156S", "enqueuedAt": "2021-09-08T08:30:30.550282Z", "startedAt": "2021-09-08T08:30:30.553012Z", "finishedAt": "2021-09-08T08:31:12.304168Z" }], "limit": 20, "from": 0, "next": null })
+        json!({ "results": [{"uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31944 }, "error": null, "duration": "PT41.751156S", "enqueuedAt": "2021-09-08T08:30:30.550282Z", "startedAt": "2021-09-08T08:30:30.553012Z", "finishedAt": "2021-09-08T08:31:12.304168Z" }], "total": 1, "limit": 20, "from": 0, "next": null })
     );
 
     // finally we're just going to check that we can still get a few documents by id
@@ -676,14 +676,14 @@ async fn import_dump_v3_movie_with_settings() {
     assert_eq!(code, 200);
     assert_eq!(
         settings,
-        json!({ "displayedAttributes": ["title", "genres", "overview", "poster", "release_date"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "sortableAttributes": [], "rankingRules": ["words", "typo", "proximity", "attribute", "exactness"], "stopWords": ["of", "the"], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": { "oneTypo": 5, "twoTypos": 9 }, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100 }, "pagination": { "maxTotalHits": 1000 } })
+        json!({ "displayedAttributes": ["title", "genres", "overview", "poster", "release_date"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "sortableAttributes": [], "rankingRules": ["words", "typo", "proximity", "attribute", "exactness"], "stopWords": ["of", "the"], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": { "oneTypo": 5, "twoTypos": 9 }, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100, "sortFacetValuesBy": { "*": "alpha" } }, "pagination": { "maxTotalHits": 1000 } })
     );
 
     let (tasks, code) = index.list_tasks().await;
     assert_eq!(code, 200);
     assert_eq!(
         tasks,
-        json!({ "results": [{ "uid": 1, "indexUid": "indexUID", "status": "succeeded", "type": "settingsUpdate", "canceledBy": null, "details": { "displayedAttributes": ["title", "genres", "overview", "poster", "release_date"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "stopWords": ["of", "the"] }, "error": null, "duration": "PT37.488777S", "enqueuedAt": "2021-09-08T08:24:02.323444Z", "startedAt": "2021-09-08T08:24:02.324145Z", "finishedAt": "2021-09-08T08:24:39.812922Z" }, { "uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31944 }, "error": null, "duration": "PT39.941318S", "enqueuedAt": "2021-09-08T08:21:14.742672Z", "startedAt": "2021-09-08T08:21:14.750166Z", "finishedAt": "2021-09-08T08:21:54.691484Z" }], "limit": 20, "from": 1, "next": null })
+        json!({ "results": [{ "uid": 1, "indexUid": "indexUID", "status": "succeeded", "type": "settingsUpdate", "canceledBy": null, "details": { "displayedAttributes": ["title", "genres", "overview", "poster", "release_date"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "stopWords": ["of", "the"] }, "error": null, "duration": "PT37.488777S", "enqueuedAt": "2021-09-08T08:24:02.323444Z", "startedAt": "2021-09-08T08:24:02.324145Z", "finishedAt": "2021-09-08T08:24:39.812922Z" }, { "uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31944 }, "error": null, "duration": "PT39.941318S", "enqueuedAt": "2021-09-08T08:21:14.742672Z", "startedAt": "2021-09-08T08:21:14.750166Z", "finishedAt": "2021-09-08T08:21:54.691484Z" }], "total": 2, "limit": 20, "from": 1, "next": null })
     );
 
     // finally we're just going to check that we can["results"] still get a few documents by id
@@ -768,7 +768,7 @@ async fn import_dump_v3_rubygems_with_settings() {
     assert_eq!(code, 200);
     assert_eq!(
         settings,
-        json!({"displayedAttributes": ["name", "summary", "description", "version", "total_downloads"], "searchableAttributes": ["name", "summary"], "filterableAttributes": ["version"], "sortableAttributes": [], "rankingRules": ["typo", "words", "fame:desc", "proximity", "attribute", "exactness", "total_downloads:desc"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100 }, "pagination": { "maxTotalHits": 1000 } })
+        json!({"displayedAttributes": ["name", "summary", "description", "version", "total_downloads"], "searchableAttributes": ["name", "summary"], "filterableAttributes": ["version"], "sortableAttributes": [], "rankingRules": ["typo", "words", "fame:desc", "proximity", "attribute", "exactness", "total_downloads:desc"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100, "sortFacetValuesBy": { "*": "alpha" } }, "pagination": { "maxTotalHits": 1000 } })
     );
 
     let (tasks, code) = index.list_tasks().await;
@@ -858,14 +858,14 @@ async fn import_dump_v4_movie_raw() {
     assert_eq!(code, 200);
     assert_eq!(
         settings,
-        json!({ "displayedAttributes": ["*"], "searchableAttributes": ["*"], "filterableAttributes": [], "sortableAttributes": [], "rankingRules": ["words", "typo", "proximity", "attribute", "exactness"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100 }, "pagination": { "maxTotalHits": 1000 } })
+        json!({ "displayedAttributes": ["*"], "searchableAttributes": ["*"], "filterableAttributes": [], "sortableAttributes": [], "rankingRules": ["words", "typo", "proximity", "attribute", "exactness"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100, "sortFacetValuesBy": { "*": "alpha" } }, "pagination": { "maxTotalHits": 1000 } })
     );
 
     let (tasks, code) = index.list_tasks().await;
     assert_eq!(code, 200);
     assert_eq!(
         tasks,
-        json!({ "results": [{"uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31944 }, "error": null, "duration": "PT41.751156S", "enqueuedAt": "2021-09-08T08:30:30.550282Z", "startedAt": "2021-09-08T08:30:30.553012Z", "finishedAt": "2021-09-08T08:31:12.304168Z" }], "limit" : 20, "from": 0, "next": null })
+        json!({ "results": [{"uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31944 }, "error": null, "duration": "PT41.751156S", "enqueuedAt": "2021-09-08T08:30:30.550282Z", "startedAt": "2021-09-08T08:30:30.553012Z", "finishedAt": "2021-09-08T08:31:12.304168Z" }], "total": 1, "limit" : 20, "from": 0, "next": null })
     );
 
     // finally we're just going to check that we can still get a few documents by id
@@ -950,14 +950,14 @@ async fn import_dump_v4_movie_with_settings() {
     assert_eq!(code, 200);
     assert_eq!(
         settings,
-        json!({ "displayedAttributes": ["title", "genres", "overview", "poster", "release_date"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "sortableAttributes": [], "rankingRules": ["words", "typo", "proximity", "attribute", "exactness"], "stopWords": ["of", "the"], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": { "oneTypo": 5, "twoTypos": 9 }, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100 }, "pagination": { "maxTotalHits": 1000 } })
+        json!({ "displayedAttributes": ["title", "genres", "overview", "poster", "release_date"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "sortableAttributes": [], "rankingRules": ["words", "typo", "proximity", "attribute", "exactness"], "stopWords": ["of", "the"], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": { "oneTypo": 5, "twoTypos": 9 }, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100, "sortFacetValuesBy": { "*": "alpha" } }, "pagination": { "maxTotalHits": 1000 } })
     );
 
     let (tasks, code) = index.list_tasks().await;
     assert_eq!(code, 200);
     assert_eq!(
         tasks,
-        json!({ "results": [{ "uid": 1, "indexUid": "indexUID", "status": "succeeded", "type": "settingsUpdate", "canceledBy": null, "details": { "displayedAttributes": ["title", "genres", "overview", "poster", "release_date"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "stopWords": ["of", "the"] }, "error": null, "duration": "PT37.488777S", "enqueuedAt": "2021-09-08T08:24:02.323444Z", "startedAt": "2021-09-08T08:24:02.324145Z", "finishedAt": "2021-09-08T08:24:39.812922Z" }, { "uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31944 }, "error": null, "duration": "PT39.941318S", "enqueuedAt": "2021-09-08T08:21:14.742672Z", "startedAt": "2021-09-08T08:21:14.750166Z", "finishedAt": "2021-09-08T08:21:54.691484Z" }], "limit": 20, "from": 1, "next": null })
+        json!({ "results": [{ "uid": 1, "indexUid": "indexUID", "status": "succeeded", "type": "settingsUpdate", "canceledBy": null, "details": { "displayedAttributes": ["title", "genres", "overview", "poster", "release_date"], "searchableAttributes": ["title", "overview"], "filterableAttributes": ["genres"], "stopWords": ["of", "the"] }, "error": null, "duration": "PT37.488777S", "enqueuedAt": "2021-09-08T08:24:02.323444Z", "startedAt": "2021-09-08T08:24:02.324145Z", "finishedAt": "2021-09-08T08:24:39.812922Z" }, { "uid": 0, "indexUid": "indexUID", "status": "succeeded", "type": "documentAdditionOrUpdate", "canceledBy": null, "details": { "receivedDocuments": 0, "indexedDocuments": 31944 }, "error": null, "duration": "PT39.941318S", "enqueuedAt": "2021-09-08T08:21:14.742672Z", "startedAt": "2021-09-08T08:21:14.750166Z", "finishedAt": "2021-09-08T08:21:54.691484Z" }], "total": 2, "limit": 20, "from": 1, "next": null })
     );
 
     // finally we're just going to check that we can still get a few documents by id
@@ -1042,7 +1042,7 @@ async fn import_dump_v4_rubygems_with_settings() {
     assert_eq!(code, 200);
     assert_eq!(
         settings,
-        json!({ "displayedAttributes": ["name", "summary", "description", "version", "total_downloads"], "searchableAttributes": ["name", "summary"], "filterableAttributes": ["version"], "sortableAttributes": [], "rankingRules": ["typo", "words", "fame:desc", "proximity", "attribute", "exactness", "total_downloads:desc"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100 }, "pagination": { "maxTotalHits": 1000 } })
+        json!({ "displayedAttributes": ["name", "summary", "description", "version", "total_downloads"], "searchableAttributes": ["name", "summary"], "filterableAttributes": ["version"], "sortableAttributes": [], "rankingRules": ["typo", "words", "fame:desc", "proximity", "attribute", "exactness", "total_downloads:desc"], "stopWords": [], "synonyms": {}, "distinctAttribute": null, "typoTolerance": {"enabled": true, "minWordSizeForTypos": {"oneTypo": 5, "twoTypos": 9}, "disableOnWords": [], "disableOnAttributes": [] }, "faceting": { "maxValuesPerFacet": 100, "sortFacetValuesBy": { "*": "alpha" } }, "pagination": { "maxTotalHits": 1000 } })
     );
 
     let (tasks, code) = index.list_tasks().await;

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_raw/1.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:08:54.713227Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_raw/2.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:08:54.713227Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_raw/3.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:08:54.713227Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_raw/4.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:08:54.713227Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_raw/5.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:08:54.713227Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_raw/6.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:08:54.713227Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_raw/7.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:08:54.713227Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_with_settings/1.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:34:25.351927Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_with_settings/2.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:34:25.351927Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_with_settings/3.snap

@@ -40,6 +40,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:34:48.1719Z"
     }
   ],
+  "total": 2,
   "limit": 1,
   "from": 1,
   "next": 0

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_with_settings/4.snap

@@ -40,6 +40,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:34:48.1719Z"
     }
   ],
+  "total": 2,
   "limit": 1,
   "from": 1,
   "next": 0

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_with_settings/5.snap

@@ -40,6 +40,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:34:48.1719Z"
     }
   ],
+  "total": 2,
   "limit": 1,
   "from": 1,
   "next": 0

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_with_settings/6.snap

@@ -40,6 +40,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:34:48.1719Z"
     }
   ],
+  "total": 2,
   "limit": 1,
   "from": 1,
   "next": 0

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_movie_with_settings/7.snap

@@ -40,6 +40,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:34:48.1719Z"
     }
   ],
+  "total": 2,
   "limit": 1,
   "from": 1,
   "next": 0

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_rubygems_with_settings/1.snap

@@ -45,6 +45,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:26:57.319083Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_rubygems_with_settings/2.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:28:46.369971Z"
     }
   ],
+  "total": 92,
   "limit": 1,
   "from": 92,
   "next": 91

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_rubygems_with_settings/3.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:28:46.369971Z"
     }
   ],
+  "total": 93,
   "limit": 1,
   "from": 92,
   "next": 91

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_rubygems_with_settings/4.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:28:46.369971Z"
     }
   ],
+  "total": 93,
   "limit": 1,
   "from": 92,
   "next": 91

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_rubygems_with_settings/5.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:28:46.369971Z"
     }
   ],
+  "total": 93,
   "limit": 1,
   "from": 92,
   "next": 91

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_rubygems_with_settings/6.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:28:46.369971Z"
     }
   ],
+  "total": 93,
   "limit": 1,
   "from": 92,
   "next": 91

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v1_rubygems_with_settings/7.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T09:28:46.369971Z"
     }
   ],
+  "total": 93,
   "limit": 1,
   "from": 92,
   "next": 91

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_raw/1.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:31:12.304168Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_raw/2.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:31:12.304168Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_raw/3.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:31:12.304168Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_raw/4.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:31:12.304168Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_raw/5.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:31:12.304168Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_raw/6.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:31:12.304168Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_raw/7.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:31:12.304168Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_with_settings/1.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:21:54.691484Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_with_settings/2.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:21:54.691484Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_with_settings/3.snap

@@ -36,6 +36,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:24:39.812922Z"
     }
   ],
+  "total": 2,
   "limit": 1,
   "from": 1,
   "next": 0

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_with_settings/4.snap

@@ -36,6 +36,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:24:39.812922Z"
     }
   ],
+  "total": 2,
   "limit": 1,
   "from": 1,
   "next": 0

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_with_settings/5.snap

@@ -36,6 +36,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:24:39.812922Z"
     }
   ],
+  "total": 2,
   "limit": 1,
   "from": 1,
   "next": 0

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_with_settings/6.snap

@@ -36,6 +36,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:24:39.812922Z"
     }
   ],
+  "total": 2,
   "limit": 1,
   "from": 1,
   "next": 0

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_movie_with_settings/7.snap

@@ -36,6 +36,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:24:39.812922Z"
     }
   ],
+  "total": 2,
   "limit": 1,
   "from": 1,
   "next": 0

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_rubygems_with_settings/1.snap

@@ -41,6 +41,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:40:28.669652Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_rubygems_with_settings/2.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:51:53.095314Z"
     }
   ],
+  "total": 92,
   "limit": 1,
   "from": 92,
   "next": 91

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_rubygems_with_settings/3.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:51:53.095314Z"
     }
   ],
+  "total": 93,
   "limit": 1,
   "from": 92,
   "next": 91

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_rubygems_with_settings/4.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:51:53.095314Z"
     }
   ],
+  "total": 93,
   "limit": 1,
   "from": 92,
   "next": 91

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_rubygems_with_settings/5.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:51:53.095314Z"
     }
   ],
+  "total": 93,
   "limit": 1,
   "from": 92,
   "next": 91

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_rubygems_with_settings/6.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:51:53.095314Z"
     }
   ],
+  "total": 93,
   "limit": 1,
   "from": 92,
   "next": 91

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v2_rubygems_with_settings/7.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:51:53.095314Z"
     }
   ],
+  "total": 93,
   "limit": 1,
   "from": 92,
   "next": 91

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v3_movie_raw/1.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:31:12.304168Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v3_movie_raw/2.snap

@@ -20,6 +20,7 @@ source: meilisearch/tests/dumps/mod.rs
       "finishedAt": "2021-09-08T08:31:12.304168Z"
     }
   ],
+  "total": 1,
   "limit": 1,
   "from": 0,
   "next": null