Merge #4053

4053: Fix the stats of the documents deletion by filter r=Kerollmops a=irevoire

# Pull Request

The issue was that the operation « DocumentDeletionByFilter » was not declared as an index operation. That means the index stats were not reprocessed after the application of the operation.

## Related issue
Fixes #4018

## What does this PR do?
- Move the `DocumentDeletionByFilter` internal operation into the category of the `IndexOperation`. This means that the stats will automatically be re-processed after a batch is processed.
- Update a test to ensure that the stats are valid after each operation

## PR checklist
Please check if your PR fulfills the following requirements:
- [x] Does this PR fix an existing issue, or have you listed the changes applied in the PR description (and why they are needed)?
- [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: Tamo <tamo@meilisearch.com>

.github/workflows/publish-apt-brew-pkg.yml

@@ -35,7 +35,7 @@ jobs:
     - name: Build deb package
       run: cargo deb -p meilisearch -o target/debian/meilisearch.deb
     - name: Upload debian pkg to release
-      uses: svenstaro/upload-release-action@2.6.1
+      uses: svenstaro/upload-release-action@2.7.0
       with:
         repo_token: ${{ secrets.MEILI_BOT_GH_PAT }}
         file: target/debian/meilisearch.deb
@@ -53,5 +53,6 @@ jobs:
         uses: mislav/bump-homebrew-formula-action@v2
         with:
           formula-name: meilisearch
+          formula-path: Formula/m/meilisearch.rb
         env:
           COMMITTER_TOKEN: ${{ secrets.HOMEBREW_COMMITTER_TOKEN }}

.github/workflows/publish-binaries.yml

@@ -54,7 +54,7 @@ jobs:
     # No need to upload binaries for dry run (cron)
     - name: Upload binaries to release
       if: github.event_name == 'release'
-      uses: svenstaro/upload-release-action@2.6.1
+      uses: svenstaro/upload-release-action@2.7.0
       with:
         repo_token: ${{ secrets.MEILI_BOT_GH_PAT }}
         file: target/release/meilisearch
@@ -87,7 +87,7 @@ jobs:
     # No need to upload binaries for dry run (cron)
     - name: Upload binaries to release
       if: github.event_name == 'release'
-      uses: svenstaro/upload-release-action@2.6.1
+      uses: svenstaro/upload-release-action@2.7.0
       with:
         repo_token: ${{ secrets.MEILI_BOT_GH_PAT }}
         file: target/release/${{ matrix.artifact_name }}
@@ -121,7 +121,7 @@ jobs:
       - name: Upload the binary to release
         # No need to upload binaries for dry run (cron)
         if: github.event_name == 'release'
-        uses: svenstaro/upload-release-action@2.6.1
+        uses: svenstaro/upload-release-action@2.7.0
         with:
           repo_token: ${{ secrets.MEILI_BOT_GH_PAT }}
           file: target/${{ matrix.target }}/release/meilisearch
@@ -183,7 +183,7 @@ jobs:
       - name: Upload the binary to release
         # No need to upload binaries for dry run (cron)
         if: github.event_name == 'release'
-        uses: svenstaro/upload-release-action@2.6.1
+        uses: svenstaro/upload-release-action@2.7.0
         with:
           repo_token: ${{ secrets.MEILI_BOT_GH_PAT }}
           file: target/${{ matrix.target }}/release/meilisearch

.github/workflows/test-suite.yml

@@ -37,13 +37,13 @@ jobs:
           toolchain: stable
           override: true
       - name: Setup test with Rust nightly
-        if: github.event_name == 'schedule'
+        if: github.event_name == 'schedule' || github.event_name == 'workflow_dispatch'
         uses: actions-rs/toolchain@v1
         with:
           toolchain: nightly
           override: true
       - name: Cache dependencies
-        uses: Swatinem/rust-cache@v2.5.0
+        uses: Swatinem/rust-cache@v2.5.1
       - name: Run cargo check without any default features
         uses: actions-rs/cargo@v1
         with:
@@ -65,7 +65,7 @@ jobs:
     steps:
       - uses: actions/checkout@v3
       - name: Cache dependencies
-        uses: Swatinem/rust-cache@v2.5.0
+        uses: Swatinem/rust-cache@v2.5.1
       - name: Run cargo check without any default features
         uses: actions-rs/cargo@v1
         with:
@@ -78,12 +78,12 @@ jobs:
           args: --locked --release --all
 
   test-all-features:
-    name: Tests all features on cron schedule only
+    name: Tests all features
     runs-on: ubuntu-latest
     container:
       # Use ubuntu-18.04 to compile with glibc 2.27, which are the production expectations
       image: ubuntu:18.04
-    if: github.event_name == 'schedule'
+    if: github.event_name == 'schedule' || github.event_name == 'workflow_dispatch'
     steps:
       - uses: actions/checkout@v3
       - name: Install needed dependencies
@@ -110,7 +110,7 @@ jobs:
     runs-on: ubuntu-latest
     container:
       image: ubuntu:18.04
-    if: github.event_name == 'schedule'
+    if: github.event_name == 'schedule' || github.event_name == 'workflow_dispatch'
     steps:
       - uses: actions/checkout@v3
       - name: Install needed dependencies
@@ -146,7 +146,7 @@ jobs:
           toolchain: stable
           override: true
       - name: Cache dependencies
-        uses: Swatinem/rust-cache@v2.5.0
+        uses: Swatinem/rust-cache@v2.5.1
       - name: Run tests in debug
         uses: actions-rs/cargo@v1
         with:
@@ -161,11 +161,11 @@ jobs:
       - uses: actions-rs/toolchain@v1
         with:
           profile: minimal
-          toolchain: 1.69.0
+          toolchain: 1.71.1
           override: true
           components: clippy
       - name: Cache dependencies
-        uses: Swatinem/rust-cache@v2.5.0
+        uses: Swatinem/rust-cache@v2.5.1
       - name: Run cargo clippy
         uses: actions-rs/cargo@v1
         with:
@@ -184,7 +184,7 @@ jobs:
           override: true
           components: rustfmt
       - name: Cache dependencies
-        uses: Swatinem/rust-cache@v2.5.0
+        uses: Swatinem/rust-cache@v2.5.1
       - name: Run cargo fmt
         # Since we never ran the `build.rs` script in the benchmark directory we are missing one auto-generated import file.
         # Since we want to trigger (and fail) this action as fast as possible, instead of building the benchmark crate

Cargo.toml

@@ -18,7 +18,7 @@ members = [
 ]
 
 [workspace.package]
-version = "1.3.0"
+version = "1.4.0"
 authors = ["Quentin de Quelen <quentin@dequelen.me>", "Clément Renault <clement@meilisearch.com>"]
 description = "Meilisearch HTTP server"
 homepage = "https://meilisearch.com"

PROFILING.md

@@ -0,0 +1,19 @@
+# Profiling Meilisearch
+
+Search engine technologies are complex pieces of software that require thorough profiling tools. We chose to use [Puffin](https://github.com/EmbarkStudios/puffin), which the Rust gaming industry uses extensively. You can export and import the profiling reports using the top bar's _File_ menu options.
+
+![An example profiling with Puffin viewer](assets/profiling-example.png)
+
+## Profiling the Indexing Process
+
+When you enable the `profile-with-puffin` feature of Meilisearch, a Puffin HTTP server will run on Meilisearch and listen on the default _0.0.0.0:8585_ address. This server will record a "frame" whenever it executes the `IndexScheduler::tick` method.
+
+Once your Meilisearch is running and awaits new indexation operations, you must [install and run the `puffin_viewer` tool](https://github.com/EmbarkStudios/puffin/tree/main/puffin_viewer) to see the profiling results. I advise you to run the viewer with the `RUST_LOG=puffin_http::client=debug` environment variable to see the client trying to connect to your server.
+
+Another piece of advice on the Puffin viewer UI interface is to consider the _Merge children with same ID_ option. It can hide the exact actual timings at which events were sent. Please turn it off when you see strange gaps on the Flamegraph. It can help.
+
+## Profiling the Search Process
+
+We still need to take the time to profile the search side of the engine with Puffin. It would require time to profile the filtering phase, query parsing, creation, and execution. We could even profile the Actix HTTP server.
+
+The only issue we see is the framing system. Puffin requires a global frame-based profiling phase, which collides with Meilisearch's ability to accept and answer multiple requests on different threads simultaneously.

README.md

@@ -65,7 +65,7 @@ You may also want to check out [Meilisearch 101](https://www.meilisearch.com/doc
 
 ## ⚡ Supercharge your Meilisearch experience
 
-Say goodbye to server deployment and manual updates with [Meilisearch Cloud](https://www.meilisearch.com/pricing?utm_campaign=oss&utm_source=engine&utm_medium=meilisearch). Get started with a 14-day free trial! No credit card required.
+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
 
@@ -87,7 +87,7 @@ Finally, for more in-depth information, refer to our articles explaining fundame
 
 Meilisearch collects **anonymized** data from users to help us improve our product. You can [deactivate this](https://www.meilisearch.com/docs/learn/what_is_meilisearch/telemetry?utm_campaign=oss&utm_source=github&utm_medium=meilisearch&utm_content=telemetry#how-to-disable-data-collection) whenever you want.
 
-To request deletion of collected data, please write to us at [privacy@meilisearch.com](mailto:privacy@meilisearch.com). Don't forget to include your `Instance UID` in the message, as this helps us quickly find and delete your data.
+To request deletion of collected data, please write to us at [privacy@meilisearch.com](mailto:privacy@meilisearch.com). Don't forget to include your `Instance UID` in the message, as this helps us quickly find and delete your data.
 
 If you want to know more about the kind of data we collect and what we use it for, check the [telemetry section](https://www.meilisearch.com/docs/learn/what_is_meilisearch/telemetry?utm_campaign=oss&utm_source=github&utm_medium=meilisearch&utm_content=telemetry#how-to-disable-data-collection) of our documentation.
 

benchmarks/Cargo.toml

@@ -14,11 +14,11 @@ license.workspace = true
 anyhow = "1.0.70"
 csv = "1.2.1"
 milli = { path = "../milli" }
-mimalloc = { version = "0.1.36", default-features = false }
+mimalloc = { version = "0.1.37", 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

@@ -210,6 +210,7 @@ pub(crate) mod test {
     use big_s::S;
     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;
@@ -261,6 +262,9 @@ pub(crate) mod test {
             sortable_attributes: Setting::Set(btreeset! { S("age") }),
             ranking_rules: Setting::NotSet,
             stop_words: Setting::NotSet,
+            non_separator_tokens: Setting::NotSet,
+            separator_tokens: Setting::NotSet,
+            dictionary: Setting::NotSet,
             synonyms: Setting::NotSet,
             distinct_attribute: Setting::NotSet,
             typo_tolerance: Setting::NotSet,
@@ -418,7 +422,10 @@ pub(crate) mod test {
         }
         keys.flush().unwrap();
 
-        // ========== TODO: create features here
+        // ========== experimental features
+        let features = create_test_features();
+
+        dump.create_experimental_features(features).unwrap();
 
         // create the dump
         let mut file = tempfile::tempfile().unwrap();
@@ -428,6 +435,10 @@ 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();
@@ -472,5 +483,9 @@ 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

@@ -340,6 +340,9 @@ impl<T> From<v5::Settings<T>> for v6::Settings<v6::Unchecked> {
                 }
             },
             stop_words: settings.stop_words.into(),
+            non_separator_tokens: v6::Setting::NotSet,
+            separator_tokens: v6::Setting::NotSet,
+            dictionary: v6::Setting::NotSet,
             synonyms: settings.synonyms.into(),
             distinct_attribute: settings.distinct_attribute.into(),
             typo_tolerance: match settings.typo_tolerance {

dump/src/reader/mod.rs

@@ -195,8 +195,53 @@ pub(crate) mod test {
     use meili_snap::insta;
 
     use super::*;
+    use crate::reader::v6::RuntimeTogglableFeatures;
 
-    // TODO: add `features` to tests
+    #[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() {
@@ -274,6 +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/snapshots/dump__reader__test__import_dump_v1-10.snap

@@ -0,0 +1,24 @@
+---
+source: dump/src/reader/mod.rs
+expression: spells.settings().unwrap()
+---
+{
+  "displayedAttributes": [
+    "*"
+  ],
+  "searchableAttributes": [
+    "*"
+  ],
+  "filterableAttributes": [],
+  "sortableAttributes": [],
+  "rankingRules": [
+    "typo",
+    "words",
+    "proximity",
+    "attribute",
+    "exactness"
+  ],
+  "stopWords": [],
+  "synonyms": {},
+  "distinctAttribute": null
+}

dump/src/reader/snapshots/dump__reader__test__import_dump_v1-4.snap

@@ -0,0 +1,38 @@
+---
+source: dump/src/reader/mod.rs
+expression: products.settings().unwrap()
+---
+{
+  "displayedAttributes": [
+    "*"
+  ],
+  "searchableAttributes": [
+    "*"
+  ],
+  "filterableAttributes": [],
+  "sortableAttributes": [],
+  "rankingRules": [
+    "typo",
+    "words",
+    "proximity",
+    "attribute",
+    "exactness"
+  ],
+  "stopWords": [],
+  "synonyms": {
+    "android": [
+      "phone",
+      "smartphone"
+    ],
+    "iphone": [
+      "phone",
+      "smartphone"
+    ],
+    "phone": [
+      "android",
+      "iphone",
+      "smartphone"
+    ]
+  },
+  "distinctAttribute": null
+}

dump/src/reader/snapshots/dump__reader__test__import_dump_v1-7.snap

@@ -0,0 +1,31 @@
+---
+source: dump/src/reader/mod.rs
+expression: movies.settings().unwrap()
+---
+{
+  "displayedAttributes": [
+    "*"
+  ],
+  "searchableAttributes": [
+    "*"
+  ],
+  "filterableAttributes": [
+    "genres",
+    "id"
+  ],
+  "sortableAttributes": [
+    "genres",
+    "id"
+  ],
+  "rankingRules": [
+    "typo",
+    "words",
+    "proximity",
+    "attribute",
+    "exactness",
+    "release_date:asc"
+  ],
+  "stopWords": [],
+  "synonyms": {},
+  "distinctAttribute": null
+}

dump/src/writer.rs

@@ -292,6 +292,7 @@ pub(crate) mod test {
         │    ├---- update_files/
         │    │    └---- 1.jsonl
         │    └---- queue.jsonl
+        ├---- experimental-features.json
         ├---- instance_uid.uuid
         ├---- keys.jsonl
         └---- metadata.json

filter-parser/Cargo.toml

@@ -14,6 +14,7 @@ license.workspace = true
 [dependencies]
 nom = "7.1.3"
 nom_locate = "4.1.0"
+unescaper = "0.1.2"
 
 [dev-dependencies]
 insta = "1.29.0"

filter-parser/src/error.rs

@@ -62,6 +62,7 @@ pub enum ErrorKind<'a> {
     MisusedGeoRadius,
     MisusedGeoBoundingBox,
     InvalidPrimary,
+    InvalidEscapedNumber,
     ExpectedEof,
     ExpectedValue(ExpectedValueKind),
     MalformedValue,
@@ -147,6 +148,9 @@ impl<'a> Display for Error<'a> {
                 let text = if input.trim().is_empty() { "but instead got nothing.".to_string() } else { format!("at `{}`.", escaped_input) };
                 writeln!(f, "Was expecting an operation `=`, `!=`, `>=`, `>`, `<=`, `<`, `IN`, `NOT IN`, `TO`, `EXISTS`, `NOT EXISTS`, `IS NULL`, `IS NOT NULL`, `IS EMPTY`, `IS NOT EMPTY`, `_geoRadius`, or `_geoBoundingBox` {}", text)?
             }
+            ErrorKind::InvalidEscapedNumber => {
+                writeln!(f, "Found an invalid escaped sequence number: `{}`.", escaped_input)?
+            }
             ErrorKind::ExpectedEof => {
                 writeln!(f, "Found unexpected characters at the end of the filter: `{}`. You probably forgot an `OR` or an `AND` rule.", escaped_input)?
             }

filter-parser/src/lib.rs

@@ -472,8 +472,81 @@ 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 FilterCondition as Fc;
+
     use super::*;
 
     /// Create a raw [Token]. You must specify the string that appear BEFORE your element followed by your element
@@ -485,14 +558,22 @@ pub mod tests {
         unsafe { Span::new_from_raw_offset(offset, lines as u32, value, "") }.into()
     }
 
+    fn p(s: &str) -> impl std::fmt::Display + '_ {
+        Fc::parse(s).unwrap().unwrap()
+    }
+
+    #[test]
+    fn parse_escaped() {
+        insta::assert_display_snapshot!(p(r#"title = 'foo\\'"#), @r#"{title} = {foo\}"#);
+        insta::assert_display_snapshot!(p(r#"title = 'foo\\\\'"#), @r#"{title} = {foo\\}"#);
+        insta::assert_display_snapshot!(p(r#"title = 'foo\\\\\\'"#), @r#"{title} = {foo\\\}"#);
+        insta::assert_display_snapshot!(p(r#"title = 'foo\\\\\\\\'"#), @r#"{title} = {foo\\\\}"#);
+        // but it also works with other sequencies
+        insta::assert_display_snapshot!(p(r#"title = 'foo\x20\n\t\"\'"'"#), @"{title} = {foo \n\t\"\'\"}");
+    }
+
     #[test]
     fn parse() {
-        use FilterCondition as Fc;
-
-        fn p(s: &str) -> impl std::fmt::Display + '_ {
-            Fc::parse(s).unwrap().unwrap()
-        }
-
         // Test equal
         insta::assert_display_snapshot!(p("channel = Ponce"), @"{channel} = {Ponce}");
         insta::assert_display_snapshot!(p("subscribers = 12"), @"{subscribers} = {12}");
@@ -852,74 +933,3 @@ 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())
-    }
-}

filter-parser/src/value.rs

@@ -171,7 +171,24 @@ pub fn parse_value(input: Span) -> IResult<Token> {
         })
     })?;
 
-    Ok((input, value))
+    match unescaper::unescape(value.value()) {
+        Ok(content) => {
+            if content.len() != value.value().len() {
+                Ok((input, Token::new(value.original_span(), Some(content))))
+            } else {
+                Ok((input, value))
+            }
+        }
+        Err(unescaper::Error::IncompleteStr(_)) => Err(nom::Err::Incomplete(nom::Needed::Unknown)),
+        Err(unescaper::Error::ParseIntError { .. }) => Err(nom::Err::Error(Error::new_from_kind(
+            value.original_span(),
+            ErrorKind::InvalidEscapedNumber,
+        ))),
+        Err(unescaper::Error::InvalidChar { .. }) => Err(nom::Err::Error(Error::new_from_kind(
+            value.original_span(),
+            ErrorKind::MalformedValue,
+        ))),
+    }
 }
 
 fn is_value_component(c: char) -> bool {
@@ -318,17 +335,17 @@ pub mod test {
             ("\"cha'nnel\"", "cha'nnel", false),
             ("I'm tamo", "I", false),
             // escaped thing but not quote
-            (r#""\\""#, r#"\\"#, false),
-            (r#""\\\\\\""#, r#"\\\\\\"#, false),
-            (r#""aa\\aa""#, r#"aa\\aa"#, false),
+            (r#""\\""#, r#"\"#, true),
+            (r#""\\\\\\""#, r#"\\\"#, true),
+            (r#""aa\\aa""#, r#"aa\aa"#, true),
             // with double quote
             (r#""Hello \"world\"""#, r#"Hello "world""#, true),
-            (r#""Hello \\\"world\\\"""#, r#"Hello \\"world\\""#, true),
+            (r#""Hello \\\"world\\\"""#, r#"Hello \"world\""#, true),
             (r#""I'm \"super\" tamo""#, r#"I'm "super" tamo"#, true),
             (r#""\"\"""#, r#""""#, true),
             // with simple quote
             (r#"'Hello \'world\''"#, r#"Hello 'world'"#, true),
-            (r#"'Hello \\\'world\\\''"#, r#"Hello \\'world\\'"#, true),
+            (r#"'Hello \\\'world\\\''"#, r#"Hello \'world\'"#, true),
             (r#"'I\'m "super" tamo'"#, r#"I'm "super" tamo"#, true),
             (r#"'\'\''"#, r#"''"#, true),
         ];
@@ -350,7 +367,14 @@ pub mod test {
                 "Filter `{}` was not supposed to be escaped",
                 input
             );
-            assert_eq!(token.value(), expected, "Filter `{}` failed.", input);
+            assert_eq!(
+                token.value(),
+                expected,
+                "Filter `{}` failed by giving `{}` instead of `{}`.",
+                input,
+                token.value(),
+                expected
+            );
         }
     }
 

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"

fuzzers/Cargo.toml

@@ -13,7 +13,7 @@ license.workspace = true
 [dependencies]
 arbitrary = { version = "1.3.0", features = ["derive"] }
 clap = { version = "4.3.0", features = ["derive"] }
-fastrand = "1.9.0"
+fastrand = "2.0.0"
 milli = { path = "../milli" }
 serde = { version = "1.0.160", features = ["derive"] }
 serde_json = { version = "1.0.95", features = ["preserve_order"] }

index-scheduler/Cargo.toml

@@ -22,6 +22,7 @@ log = "0.4.17"
 meilisearch-auth = { path = "../meilisearch-auth" }
 meilisearch-types = { path = "../meilisearch-types" }
 page_size = "0.5.0"
+puffin = "0.16.0"
 roaring = { version = "0.10.1", features = ["serde"] }
 serde = { version = "1.0.160", features = ["derive"] }
 serde_json = { version = "1.0.95", features = ["preserve_order"] }

index-scheduler/src/batch.rs

@@ -67,10 +67,6 @@ pub(crate) enum Batch {
         op: IndexOperation,
         must_create_index: bool,
     },
-    IndexDocumentDeletionByFilter {
-        index_uid: String,
-        task: Task,
-    },
     IndexCreation {
         index_uid: String,
         primary_key: Option<String>,
@@ -114,6 +110,10 @@ pub(crate) enum IndexOperation {
         documents: Vec<Vec<String>>,
         tasks: Vec<Task>,
     },
+    IndexDocumentDeletionByFilter {
+        index_uid: String,
+        task: Task,
+    },
     DocumentClear {
         index_uid: String,
         tasks: Vec<Task>,
@@ -155,7 +155,6 @@ impl Batch {
             | Batch::TaskDeletion(task)
             | Batch::Dump(task)
             | Batch::IndexCreation { task, .. }
-            | Batch::IndexDocumentDeletionByFilter { task, .. }
             | Batch::IndexUpdate { task, .. } => vec![task.uid],
             Batch::SnapshotCreation(tasks) | Batch::IndexDeletion { tasks, .. } => {
                 tasks.iter().map(|task| task.uid).collect()
@@ -167,6 +166,7 @@ impl Batch {
                 | IndexOperation::DocumentClear { tasks, .. } => {
                     tasks.iter().map(|task| task.uid).collect()
                 }
+                IndexOperation::IndexDocumentDeletionByFilter { task, .. } => vec![task.uid],
                 IndexOperation::SettingsAndDocumentOperation {
                     document_import_tasks: tasks,
                     settings_tasks: other,
@@ -194,8 +194,7 @@ impl Batch {
             IndexOperation { op, .. } => Some(op.index_uid()),
             IndexCreation { index_uid, .. }
             | IndexUpdate { index_uid, .. }
-            | IndexDeletion { index_uid, .. }
-            | IndexDocumentDeletionByFilter { index_uid, .. } => Some(index_uid),
+            | IndexDeletion { index_uid, .. } => Some(index_uid),
         }
     }
 }
@@ -205,6 +204,7 @@ impl IndexOperation {
         match self {
             IndexOperation::DocumentOperation { index_uid, .. }
             | IndexOperation::DocumentDeletion { index_uid, .. }
+            | IndexOperation::IndexDocumentDeletionByFilter { index_uid, .. }
             | IndexOperation::DocumentClear { index_uid, .. }
             | IndexOperation::Settings { index_uid, .. }
             | IndexOperation::DocumentClearAndSetting { index_uid, .. }
@@ -239,9 +239,12 @@ impl IndexScheduler {
                 let task = self.get_task(rtxn, id)?.ok_or(Error::CorruptedTaskQueue)?;
                 match &task.kind {
                     KindWithContent::DocumentDeletionByFilter { index_uid, .. } => {
-                        Ok(Some(Batch::IndexDocumentDeletionByFilter {
-                            index_uid: index_uid.clone(),
-                            task,
+                        Ok(Some(Batch::IndexOperation {
+                            op: IndexOperation::IndexDocumentDeletionByFilter {
+                                index_uid: index_uid.clone(),
+                                task,
+                            },
+                            must_create_index: false,
                         }))
                     }
                     _ => unreachable!(),
@@ -471,6 +474,8 @@ impl IndexScheduler {
         #[cfg(test)]
         self.maybe_fail(crate::tests::FailureLocation::InsideCreateBatch)?;
 
+        puffin::profile_function!();
+
         let enqueued = &self.get_status(rtxn, Status::Enqueued)?;
         let to_cancel = self.get_kind(rtxn, Kind::TaskCancelation)? & enqueued;
 
@@ -575,6 +580,9 @@ impl IndexScheduler {
             self.maybe_fail(crate::tests::FailureLocation::PanicInsideProcessBatch)?;
             self.breakpoint(crate::Breakpoint::InsideProcessBatch);
         }
+
+        puffin::profile_function!(format!("{:?}", batch));
+
         match batch {
             Batch::TaskCancelation { mut task, previous_started_at, previous_processing_tasks } => {
                 // 1. Retrieve the tasks that matched the query at enqueue-time.
@@ -891,51 +899,6 @@ impl IndexScheduler {
 
                 Ok(tasks)
             }
-            Batch::IndexDocumentDeletionByFilter { mut task, index_uid: _ } => {
-                let (index_uid, filter) =
-                    if let KindWithContent::DocumentDeletionByFilter { index_uid, filter_expr } =
-                        &task.kind
-                    {
-                        (index_uid, filter_expr)
-                    } else {
-                        unreachable!()
-                    };
-                let index = {
-                    let rtxn = self.env.read_txn()?;
-                    self.index_mapper.index(&rtxn, index_uid)?
-                };
-                let deleted_documents = delete_document_by_filter(filter, index);
-                let original_filter = if let Some(Details::DocumentDeletionByFilter {
-                    original_filter,
-                    deleted_documents: _,
-                }) = task.details
-                {
-                    original_filter
-                } else {
-                    // In the case of a `documentDeleteByFilter` the details MUST be set
-                    unreachable!();
-                };
-
-                match deleted_documents {
-                    Ok(deleted_documents) => {
-                        task.status = Status::Succeeded;
-                        task.details = Some(Details::DocumentDeletionByFilter {
-                            original_filter,
-                            deleted_documents: Some(deleted_documents),
-                        });
-                    }
-                    Err(e) => {
-                        task.status = Status::Failed;
-                        task.details = Some(Details::DocumentDeletionByFilter {
-                            original_filter,
-                            deleted_documents: Some(0),
-                        });
-                        task.error = Some(e.into());
-                    }
-                }
-
-                Ok(vec![task])
-            }
             Batch::IndexCreation { index_uid, primary_key, task } => {
                 let wtxn = self.env.write_txn()?;
                 if self.index_mapper.exists(&wtxn, &index_uid)? {
@@ -1111,6 +1074,8 @@ impl IndexScheduler {
         index: &'i Index,
         operation: IndexOperation,
     ) -> Result<Vec<Task>> {
+        puffin::profile_function!();
+
         match operation {
             IndexOperation::DocumentClear { mut tasks, .. } => {
                 let count = milli::update::ClearDocuments::new(index_wtxn, index).execute()?;
@@ -1292,6 +1257,47 @@ impl IndexScheduler {
 
                 Ok(tasks)
             }
+            IndexOperation::IndexDocumentDeletionByFilter { mut task, index_uid: _ } => {
+                let filter =
+                    if let KindWithContent::DocumentDeletionByFilter { filter_expr, .. } =
+                        &task.kind
+                    {
+                        filter_expr
+                    } else {
+                        unreachable!()
+                    };
+                let deleted_documents = delete_document_by_filter(index_wtxn, filter, index);
+                let original_filter = if let Some(Details::DocumentDeletionByFilter {
+                    original_filter,
+                    deleted_documents: _,
+                }) = task.details
+                {
+                    original_filter
+                } else {
+                    // In the case of a `documentDeleteByFilter` the details MUST be set
+                    unreachable!();
+                };
+
+                match deleted_documents {
+                    Ok(deleted_documents) => {
+                        task.status = Status::Succeeded;
+                        task.details = Some(Details::DocumentDeletionByFilter {
+                            original_filter,
+                            deleted_documents: Some(deleted_documents),
+                        });
+                    }
+                    Err(e) => {
+                        task.status = Status::Failed;
+                        task.details = Some(Details::DocumentDeletionByFilter {
+                            original_filter,
+                            deleted_documents: Some(0),
+                        });
+                        task.error = Some(e.into());
+                    }
+                }
+
+                Ok(vec![task])
+            }
             IndexOperation::Settings { index_uid: _, settings, mut tasks } => {
                 let indexer_config = self.index_mapper.indexer_config();
                 let mut builder = milli::update::Settings::new(index_wtxn, index, indexer_config);
@@ -1491,23 +1497,22 @@ impl IndexScheduler {
     }
 }
 
-fn delete_document_by_filter(filter: &serde_json::Value, index: Index) -> Result<u64> {
+fn delete_document_by_filter<'a>(
+    wtxn: &mut RwTxn<'a, '_>,
+    filter: &serde_json::Value,
+    index: &'a Index,
+) -> Result<u64> {
     let filter = Filter::from_json(filter)?;
     Ok(if let Some(filter) = filter {
-        let mut wtxn = index.write_txn()?;
-
-        let candidates = filter.evaluate(&wtxn, &index).map_err(|err| match err {
+        let candidates = filter.evaluate(wtxn, index).map_err(|err| match err {
             milli::Error::UserError(milli::UserError::InvalidFilter(_)) => {
                 Error::from(err).with_custom_error_code(Code::InvalidDocumentFilter)
             }
             e => e.into(),
         })?;
-        let mut delete_operation = DeleteDocuments::new(&mut wtxn, &index)?;
+        let mut delete_operation = DeleteDocuments::new(wtxn, index)?;
         delete_operation.delete_documents(&candidates);
-        let deleted_documents =
-            delete_operation.execute().map(|result| result.deleted_documents)?;
-        wtxn.commit()?;
-        deleted_documents
+        delete_operation.execute().map(|result| result.deleted_documents)?
     } else {
         0
     })

index-scheduler/src/lib.rs

@@ -138,6 +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)]
@@ -784,10 +790,19 @@ impl IndexScheduler {
 
         let mut res = BTreeMap::new();
 
+        let processing_tasks = { self.processing_tasks.read().unwrap().processing.len() };
+
         res.insert(
             "statuses".to_string(),
             enum_iterator::all::<Status>()
-                .map(|s| Ok((s.to_string(), self.get_status(&rtxn, s)?.len())))
+                .map(|s| {
+                    let tasks = self.get_status(&rtxn, s)?.len();
+                    match s {
+                        Status::Enqueued => Ok((s.to_string(), tasks - processing_tasks)),
+                        Status::Processing => Ok((s.to_string(), processing_tasks)),
+                        s => Ok((s.to_string(), tasks)),
+                    }
+                })
                 .collect::<Result<BTreeMap<String, u64>>>()?,
         );
         res.insert(
@@ -807,6 +822,11 @@ 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> {
@@ -817,7 +837,8 @@ 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.
@@ -830,7 +851,13 @@ 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,
@@ -853,10 +880,11 @@ 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.
@@ -868,11 +896,10 @@ 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),
@@ -883,16 +910,19 @@ 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,
+            ))
         }
     }
 
@@ -1032,6 +1062,8 @@ impl IndexScheduler {
             self.breakpoint(Breakpoint::Start);
         }
 
+        puffin::GlobalProfiler::lock().new_frame();
+
         self.cleanup_task_queue()?;
 
         let rtxn = self.env.read_txn().map_err(Error::HeedTransaction)?;
@@ -1833,6 +1865,17 @@ 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]
@@ -2765,43 +2808,43 @@ 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,]");
@@ -2828,13 +2871,13 @@ 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
@@ -2843,7 +2886,7 @@ 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
@@ -2853,7 +2896,7 @@ 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
@@ -2865,7 +2908,7 @@ 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
@@ -2878,7 +2921,7 @@ 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
@@ -2905,7 +2948,7 @@ 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
@@ -2918,7 +2961,7 @@ 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
@@ -2931,7 +2974,7 @@ 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
@@ -2951,7 +2994,7 @@ 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
@@ -2963,7 +3006,7 @@ 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
@@ -2975,7 +3018,7 @@ 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
@@ -2987,7 +3030,7 @@ 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
@@ -2999,7 +3042,7 @@ 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
@@ -3012,7 +3055,7 @@ 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
@@ -3025,7 +3068,7 @@ 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
@@ -3057,14 +3100,14 @@ 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,
@@ -3078,7 +3121,7 @@ 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,
@@ -3092,7 +3135,7 @@ 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,
@@ -3111,7 +3154,7 @@ 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
@@ -3144,7 +3187,7 @@ 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
@@ -3152,7 +3195,7 @@ 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,
@@ -4097,4 +4140,154 @@ mod tests {
         snapshot!(json_string!(tasks, { "[].enqueuedAt" => "[date]", "[].startedAt" => "[date]", "[].finishedAt" => "[date]", ".**.original_filter" => "[filter]", ".**.query" => "[query]" }), name: "everything_has_been_processed");
         drop(rtxn);
     }
+
+    #[test]
+    fn basic_get_stats() {
+        let (index_scheduler, mut handle) = IndexScheduler::test(true, vec![]);
+
+        let kind = index_creation_task("catto", "mouse");
+        let _task = index_scheduler.register(kind).unwrap();
+        let kind = index_creation_task("doggo", "sheep");
+        let _task = index_scheduler.register(kind).unwrap();
+        let kind = index_creation_task("whalo", "fish");
+        let _task = index_scheduler.register(kind).unwrap();
+
+        snapshot!(json_string!(index_scheduler.get_stats().unwrap()), @r###"
+        {
+          "indexes": {
+            "catto": 1,
+            "doggo": 1,
+            "whalo": 1
+          },
+          "statuses": {
+            "canceled": 0,
+            "enqueued": 3,
+            "failed": 0,
+            "processing": 0,
+            "succeeded": 0
+          },
+          "types": {
+            "documentAdditionOrUpdate": 0,
+            "documentDeletion": 0,
+            "dumpCreation": 0,
+            "indexCreation": 3,
+            "indexDeletion": 0,
+            "indexSwap": 0,
+            "indexUpdate": 0,
+            "settingsUpdate": 0,
+            "snapshotCreation": 0,
+            "taskCancelation": 0,
+            "taskDeletion": 0
+          }
+        }
+        "###);
+
+        handle.advance_till([Start, BatchCreated]);
+        snapshot!(json_string!(index_scheduler.get_stats().unwrap()), @r###"
+        {
+          "indexes": {
+            "catto": 1,
+            "doggo": 1,
+            "whalo": 1
+          },
+          "statuses": {
+            "canceled": 0,
+            "enqueued": 2,
+            "failed": 0,
+            "processing": 1,
+            "succeeded": 0
+          },
+          "types": {
+            "documentAdditionOrUpdate": 0,
+            "documentDeletion": 0,
+            "dumpCreation": 0,
+            "indexCreation": 3,
+            "indexDeletion": 0,
+            "indexSwap": 0,
+            "indexUpdate": 0,
+            "settingsUpdate": 0,
+            "snapshotCreation": 0,
+            "taskCancelation": 0,
+            "taskDeletion": 0
+          }
+        }
+        "###);
+
+        handle.advance_till([
+            InsideProcessBatch,
+            InsideProcessBatch,
+            ProcessBatchSucceeded,
+            AfterProcessing,
+            Start,
+            BatchCreated,
+        ]);
+        snapshot!(json_string!(index_scheduler.get_stats().unwrap()), @r###"
+        {
+          "indexes": {
+            "catto": 1,
+            "doggo": 1,
+            "whalo": 1
+          },
+          "statuses": {
+            "canceled": 0,
+            "enqueued": 1,
+            "failed": 0,
+            "processing": 1,
+            "succeeded": 1
+          },
+          "types": {
+            "documentAdditionOrUpdate": 0,
+            "documentDeletion": 0,
+            "dumpCreation": 0,
+            "indexCreation": 3,
+            "indexDeletion": 0,
+            "indexSwap": 0,
+            "indexUpdate": 0,
+            "settingsUpdate": 0,
+            "snapshotCreation": 0,
+            "taskCancelation": 0,
+            "taskDeletion": 0
+          }
+        }
+        "###);
+
+        // now we make one more batch, the started_at field of the new tasks will be past `second_start_time`
+        handle.advance_till([
+            InsideProcessBatch,
+            InsideProcessBatch,
+            ProcessBatchSucceeded,
+            AfterProcessing,
+            Start,
+            BatchCreated,
+        ]);
+        snapshot!(json_string!(index_scheduler.get_stats().unwrap()), @r###"
+        {
+          "indexes": {
+            "catto": 1,
+            "doggo": 1,
+            "whalo": 1
+          },
+          "statuses": {
+            "canceled": 0,
+            "enqueued": 0,
+            "failed": 0,
+            "processing": 1,
+            "succeeded": 2
+          },
+          "types": {
+            "documentAdditionOrUpdate": 0,
+            "documentDeletion": 0,
+            "dumpCreation": 0,
+            "indexCreation": 3,
+            "indexDeletion": 0,
+            "indexSwap": 0,
+            "indexUpdate": 0,
+            "settingsUpdate": 0,
+            "snapshotCreation": 0,
+            "taskCancelation": 0,
+            "taskDeletion": 0
+          }
+        }
+        "###);
+    }
 }

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:
+
+----------------------------------------------------------------------
+

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

@@ -167,7 +167,9 @@ macro_rules! snapshot {
         let (settings, snap_name, _) = $crate::default_snapshot_settings_for_test(test_name, Some(&snap_name));
         settings.bind(|| {
             let snap = format!("{}", $value);
-            meili_snap::insta::assert_snapshot!(format!("{}", snap_name), snap);
+            insta::allow_duplicates! {
+                meili_snap::insta::assert_snapshot!(format!("{}", snap_name), snap);
+            }
         });
     };
     ($value:expr, @$inline:literal) => {
@@ -176,7 +178,9 @@ macro_rules! snapshot {
         let (settings, _, _) = $crate::default_snapshot_settings_for_test("", Some("_dummy_argument"));
         settings.bind(|| {
             let snap = format!("{}", $value);
-            meili_snap::insta::assert_snapshot!(snap, @$inline);
+            insta::allow_duplicates! {
+                meili_snap::insta::assert_snapshot!(snap, @$inline);
+            }
         });
     };
     ($value:expr) => {
@@ -194,11 +198,37 @@ macro_rules! snapshot {
         let (settings, snap_name, _) = $crate::default_snapshot_settings_for_test(test_name, None);
         settings.bind(|| {
             let snap = format!("{}", $value);
-            meili_snap::insta::assert_snapshot!(format!("{}", snap_name), snap);
+            insta::allow_duplicates! {
+                meili_snap::insta::assert_snapshot!(format!("{}", snap_name), snap);
+            }
         });
     };
 }
 
+/// 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(
+            &$value,
+            meili_snap::insta::_macro_support::SerializationFormat::Json,
+            meili_snap::insta::_macro_support::SnapshotLocation::File
+        );
+        value
+    }};
+}
+
 #[cfg(test)]
 mod tests {
     use crate as meili_snap;
@@ -250,27 +280,3 @@ mod tests {
         }
     }
 }
-
-/// Create a string from the value by serializing it as Json, optionally
-/// redacting some parts of it.
-///
-/// The second argument to the macro can be an object expression for redaction.
-/// It's in the form { selector => replacement }. For more information about redactions
-/// refer to the redactions feature in the `insta` guide.
-#[macro_export]
-macro_rules! json_string {
-    ($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/Cargo.toml

@@ -15,13 +15,13 @@ actix-web = { version = "4.3.1", default-features = false }
 anyhow = "1.0.70"
 convert_case = "0.6.0"
 csv = "1.2.1"
-deserr = "0.5.0"
+deserr = { version = "0.6.0", features = ["actix-web"]}
 either = { version = "1.8.1", features = ["serde"] }
 enum-iterator = "1.4.0"
 file-store = { path = "../file-store" }
 flate2 = "1.0.25"
 fst = "0.4.7"
-memmap2 = "0.5.10"
+memmap2 = "0.7.1"
 milli = { path = "../milli" }
 roaring = { version = "0.10.1", features = ["serde"] }
 serde = { version = "1.0.160", features = ["derive"] }

meilisearch-types/src/document_formats.rs

@@ -1,4 +1,3 @@
-use std::borrow::Borrow;
 use std::fmt::{self, Debug, Display};
 use std::fs::File;
 use std::io::{self, Seek, Write};
@@ -42,7 +41,7 @@ impl Display for DocumentFormatError {
     fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
         match self {
             Self::Io(e) => write!(f, "{e}"),
-            Self::MalformedPayload(me, b) => match me.borrow() {
+            Self::MalformedPayload(me, b) => match me {
                 Error::Json(se) => {
                     let mut message = match se.classify() {
                         Category::Data => {

meilisearch-types/src/error.rs

@@ -259,6 +259,9 @@ InvalidSettingsRankingRules           , InvalidRequest       , BAD_REQUEST ;
 InvalidSettingsSearchableAttributes   , InvalidRequest       , BAD_REQUEST ;
 InvalidSettingsSortableAttributes     , InvalidRequest       , BAD_REQUEST ;
 InvalidSettingsStopWords              , InvalidRequest       , BAD_REQUEST ;
+InvalidSettingsNonSeparatorTokens     , InvalidRequest       , BAD_REQUEST ;
+InvalidSettingsSeparatorTokens        , InvalidRequest       , BAD_REQUEST ;
+InvalidSettingsDictionary             , InvalidRequest       , BAD_REQUEST ;
 InvalidSettingsSynonyms               , InvalidRequest       , BAD_REQUEST ;
 InvalidSettingsTypoTolerance          , InvalidRequest       , BAD_REQUEST ;
 InvalidState                          , Internal             , INTERNAL_SERVER_ERROR ;

meilisearch-types/src/features.rs

@@ -1,6 +1,6 @@
 use serde::{Deserialize, Serialize};
 
-#[derive(Serialize, Deserialize, Debug, Clone, Copy, Default)]
+#[derive(Serialize, Deserialize, Debug, Clone, Copy, Default, PartialEq, Eq)]
 #[serde(rename_all = "camelCase", default)]
 pub struct RuntimeTogglableFeatures {
     pub score_details: bool,

meilisearch-types/src/settings.rs

@@ -171,6 +171,15 @@ pub struct Settings<T> {
     #[deserr(default, error = DeserrJsonError<InvalidSettingsStopWords>)]
     pub stop_words: Setting<BTreeSet<String>>,
     #[serde(default, skip_serializing_if = "Setting::is_not_set")]
+    #[deserr(default, error = DeserrJsonError<InvalidSettingsNonSeparatorTokens>)]
+    pub non_separator_tokens: Setting<BTreeSet<String>>,
+    #[serde(default, skip_serializing_if = "Setting::is_not_set")]
+    #[deserr(default, error = DeserrJsonError<InvalidSettingsSeparatorTokens>)]
+    pub separator_tokens: Setting<BTreeSet<String>>,
+    #[serde(default, skip_serializing_if = "Setting::is_not_set")]
+    #[deserr(default, error = DeserrJsonError<InvalidSettingsDictionary>)]
+    pub dictionary: Setting<BTreeSet<String>>,
+    #[serde(default, skip_serializing_if = "Setting::is_not_set")]
     #[deserr(default, error = DeserrJsonError<InvalidSettingsSynonyms>)]
     pub synonyms: Setting<BTreeMap<String, Vec<String>>>,
     #[serde(default, skip_serializing_if = "Setting::is_not_set")]
@@ -201,6 +210,9 @@ impl Settings<Checked> {
             ranking_rules: Setting::Reset,
             stop_words: Setting::Reset,
             synonyms: Setting::Reset,
+            non_separator_tokens: Setting::Reset,
+            separator_tokens: Setting::Reset,
+            dictionary: Setting::Reset,
             distinct_attribute: Setting::Reset,
             typo_tolerance: Setting::Reset,
             faceting: Setting::Reset,
@@ -217,6 +229,9 @@ impl Settings<Checked> {
             sortable_attributes,
             ranking_rules,
             stop_words,
+            non_separator_tokens,
+            separator_tokens,
+            dictionary,
             synonyms,
             distinct_attribute,
             typo_tolerance,
@@ -232,6 +247,9 @@ impl Settings<Checked> {
             sortable_attributes,
             ranking_rules,
             stop_words,
+            non_separator_tokens,
+            separator_tokens,
+            dictionary,
             synonyms,
             distinct_attribute,
             typo_tolerance,
@@ -274,6 +292,9 @@ impl Settings<Unchecked> {
             ranking_rules: self.ranking_rules,
             stop_words: self.stop_words,
             synonyms: self.synonyms,
+            non_separator_tokens: self.non_separator_tokens,
+            separator_tokens: self.separator_tokens,
+            dictionary: self.dictionary,
             distinct_attribute: self.distinct_attribute,
             typo_tolerance: self.typo_tolerance,
             faceting: self.faceting,
@@ -335,6 +356,28 @@ pub fn apply_settings_to_builder(
         Setting::NotSet => (),
     }
 
+    match settings.non_separator_tokens {
+        Setting::Set(ref non_separator_tokens) => {
+            builder.set_non_separator_tokens(non_separator_tokens.clone())
+        }
+        Setting::Reset => builder.reset_non_separator_tokens(),
+        Setting::NotSet => (),
+    }
+
+    match settings.separator_tokens {
+        Setting::Set(ref separator_tokens) => {
+            builder.set_separator_tokens(separator_tokens.clone())
+        }
+        Setting::Reset => builder.reset_separator_tokens(),
+        Setting::NotSet => (),
+    }
+
+    match settings.dictionary {
+        Setting::Set(ref dictionary) => builder.set_dictionary(dictionary.clone()),
+        Setting::Reset => builder.reset_dictionary(),
+        Setting::NotSet => (),
+    }
+
     match settings.synonyms {
         Setting::Set(ref synonyms) => builder.set_synonyms(synonyms.clone().into_iter().collect()),
         Setting::Reset => builder.reset_synonyms(),
@@ -459,15 +502,14 @@ pub fn settings(
         })
         .transpose()?
         .unwrap_or_default();
+
+    let non_separator_tokens = index.non_separator_tokens(rtxn)?.unwrap_or_default();
+    let separator_tokens = index.separator_tokens(rtxn)?.unwrap_or_default();
+    let dictionary = index.dictionary(rtxn)?.unwrap_or_default();
+
     let distinct_field = index.distinct_field(rtxn)?.map(String::from);
 
-    // in milli each word in the synonyms map were split on their separator. Since we lost
-    // this information we are going to put space between words.
-    let synonyms = index
-        .synonyms(rtxn)?
-        .iter()
-        .map(|(key, values)| (key.join(" "), values.iter().map(|value| value.join(" ")).collect()))
-        .collect();
+    let synonyms = index.user_defined_synonyms(rtxn)?;
 
     let min_typo_word_len = MinWordSizeTyposSetting {
         one_typo: Setting::Set(index.min_word_len_one_typo(rtxn)?),
@@ -520,6 +562,9 @@ pub fn settings(
         sortable_attributes: Setting::Set(sortable_attributes),
         ranking_rules: Setting::Set(criteria.iter().map(|c| c.clone().into()).collect()),
         stop_words: Setting::Set(stop_words),
+        non_separator_tokens: Setting::Set(non_separator_tokens),
+        separator_tokens: Setting::Set(separator_tokens),
+        dictionary: Setting::Set(dictionary),
         distinct_attribute: match distinct_field {
             Some(field) => Setting::Set(field),
             None => Setting::Reset,
@@ -642,6 +687,9 @@ pub(crate) mod test {
             sortable_attributes: Setting::NotSet,
             ranking_rules: Setting::NotSet,
             stop_words: Setting::NotSet,
+            non_separator_tokens: Setting::NotSet,
+            separator_tokens: Setting::NotSet,
+            dictionary: Setting::NotSet,
             synonyms: Setting::NotSet,
             distinct_attribute: Setting::NotSet,
             typo_tolerance: Setting::NotSet,
@@ -663,6 +711,9 @@ pub(crate) mod test {
             sortable_attributes: Setting::NotSet,
             ranking_rules: Setting::NotSet,
             stop_words: Setting::NotSet,
+            non_separator_tokens: Setting::NotSet,
+            separator_tokens: Setting::NotSet,
+            dictionary: Setting::NotSet,
             synonyms: Setting::NotSet,
             distinct_attribute: Setting::NotSet,
             typo_tolerance: Setting::NotSet,

meilisearch/Cargo.toml

@@ -19,6 +19,7 @@ actix-http = { version = "3.3.1", default-features = false, features = [
     "compress-gzip",
     "rustls",
 ] }
+actix-utils = "3.0.1"
 actix-web = { version = "4.3.1", default-features = false, features = [
     "macros",
     "compress-brotli",
@@ -38,7 +39,7 @@ byte-unit = { version = "4.0.19", default-features = false, features = [
 bytes = "1.4.0"
 clap = { version = "4.2.1", features = ["derive", "env"] }
 crossbeam-channel = "0.5.8"
-deserr = "0.5.0"
+deserr = { version = "0.6.0", features = ["actix-web"]}
 dump = { path = "../dump" }
 either = "1.8.1"
 env_logger = "0.10.0"
@@ -49,14 +50,15 @@ futures = "0.3.28"
 futures-util = "0.3.28"
 http = "0.2.9"
 index-scheduler = { path = "../index-scheduler" }
-indexmap = { version = "1.9.3", features = ["serde-1"] }
-itertools = "0.10.5"
+indexmap = { version = "2.0.0", features = ["serde"] }
+is-terminal = "0.4.8"
+itertools = "0.11.0"
 jsonwebtoken = "8.3.0"
 lazy_static = "1.4.0"
 log = "0.4.17"
 meilisearch-auth = { path = "../meilisearch-auth" }
 meilisearch-types = { path = "../meilisearch-types" }
-mimalloc = { version = "0.1.36", default-features = false }
+mimalloc = { version = "0.1.37", default-features = false }
 mime = "0.3.17"
 num_cpus = "1.15.0"
 obkv = "0.2.0"
@@ -67,6 +69,8 @@ permissive-json-pointer = { path = "../permissive-json-pointer" }
 pin-project-lite = "0.2.9"
 platform-dirs = "0.3.0"
 prometheus = { version = "0.13.3", features = ["process"] }
+puffin = "0.16.0"
+puffin_http = { version = "0.13.0", optional = true }
 rand = "0.8.5"
 rayon = "1.7.0"
 regex = "1.7.3"
@@ -83,7 +87,7 @@ sha2 = "0.10.6"
 siphasher = "0.3.10"
 slice-group-by = "0.3.0"
 static-files = { version = "0.2.3", optional = true }
-sysinfo = "0.28.4"
+sysinfo = "0.29.7"
 tar = "0.4.38"
 tempfile = "3.5.0"
 thiserror = "1.0.40"
@@ -100,8 +104,6 @@ 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]
@@ -133,6 +135,7 @@ zip = { version = "0.6.4", optional = true }
 [features]
 default = ["analytics", "meilisearch-types/all-tokenizations", "mini-dashboard"]
 analytics = ["segment"]
+profile-with-puffin = ["dep:puffin_http"]
 mini-dashboard = [
     "actix-web-static-files",
     "static-files",
@@ -151,5 +154,5 @@ 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

@@ -20,7 +20,7 @@ pub struct SearchAggregator;
 #[allow(dead_code)]
 impl SearchAggregator {
     pub fn from_query(_: &dyn Any, _: &dyn Any) -> Self {
-        Self::default()
+        Self
     }
 
     pub fn succeed(&mut self, _: &dyn Any) {}
@@ -32,7 +32,7 @@ pub struct MultiSearchAggregator;
 #[allow(dead_code)]
 impl MultiSearchAggregator {
     pub fn from_queries(_: &dyn Any, _: &dyn Any) -> Self {
-        Self::default()
+        Self
     }
 
     pub fn succeed(&mut self) {}
@@ -44,7 +44,7 @@ pub struct FacetSearchAggregator;
 #[allow(dead_code)]
 impl FacetSearchAggregator {
     pub fn from_query(_: &dyn Any, _: &dyn Any) -> Self {
-        Self::default()
+        Self
     }
 
     pub fn succeed(&mut self, _: &dyn Any) {}

meilisearch/src/analytics/segment_analytics.rs

@@ -574,6 +574,10 @@ 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,
@@ -647,6 +651,11 @@ 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();
         }
@@ -720,9 +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);
@@ -761,17 +779,17 @@ impl SearchAggregator {
         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,
@@ -786,9 +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,
@@ -843,6 +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>,
 }
@@ -856,6 +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,
@@ -863,6 +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,
         }
     }
@@ -884,6 +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() {
@@ -899,6 +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
         };
 
@@ -925,6 +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,
                 }
             });
 
@@ -1145,6 +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,
@@ -1295,6 +1338,7 @@ pub struct HealthAggregator {
     #[serde(rename = "user-agent")]
     user_agents: HashSet<String>,
 
+    #[serde(rename = "requests.total_received")]
     total_received: usize,
 }
 
@@ -1345,7 +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/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};
@@ -29,6 +30,10 @@ fn setup(opt: &Opt) -> anyhow::Result<()> {
 async fn main() -> anyhow::Result<()> {
     let (opt, config_read_from) = Opt::try_build()?;
 
+    #[cfg(feature = "profile-with-puffin")]
+    let _server = puffin_http::Server::new(&format!("0.0.0.0:{}", puffin_http::DEFAULT_PORT))?;
+    puffin::set_scopes_on(cfg!(feature = "profile-with-puffin"));
+
     anyhow::ensure!(
         !(cfg!(windows) && opt.experimental_reduce_indexing_memory_usage),
         "The `experimental-reduce-indexing-memory-usage` flag is not supported on Windows"
@@ -186,7 +191,7 @@ Anonymous telemetry:\t\"Enabled\""
     }
 
     eprintln!();
-    eprintln!("Check out Meilisearch Cloud!\thttps://cloud.meilisearch.com/login?utm_campaign=oss&utm_source=engine&utm_medium=cli");
+    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");
@@ -197,8 +202,7 @@ 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(
@@ -223,8 +227,7 @@ 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

@@ -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/routes/features.rs

@@ -64,7 +64,20 @@ async fn patch_features(
         vector_store: new_features.0.vector_store.unwrap_or(old_features.vector_store),
     };
 
-    analytics.publish("Experimental features Updated".to_string(), json!(new_features), Some(&req));
+    // 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/search.rs

@@ -35,7 +35,7 @@ pub struct SearchQueryGet {
     #[deserr(default, error = DeserrQueryParamError<InvalidSearchQ>)]
     q: Option<String>,
     #[deserr(default, error = DeserrQueryParamError<InvalidSearchVector>)]
-    vector: Option<Vec<f32>>,
+    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>)]
@@ -88,7 +88,7 @@ impl From<SearchQueryGet> for SearchQuery {
 
         Self {
             q: other.q,
-            vector: other.vector,
+            vector: other.vector.map(CS::into_inner),
             offset: other.offset.0,
             limit: other.limit.0,
             page: other.page.as_deref().copied(),

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;
@@ -309,6 +310,81 @@ make_setting_route!(
     }
 );
 
+make_setting_route!(
+    "/non-separator-tokens",
+    put,
+    std::collections::BTreeSet<String>,
+    meilisearch_types::deserr::DeserrJsonError<
+        meilisearch_types::error::deserr_codes::InvalidSettingsNonSeparatorTokens,
+    >,
+    non_separator_tokens,
+    "nonSeparatorTokens",
+    analytics,
+    |non_separator_tokens: &Option<std::collections::BTreeSet<String>>, req: &HttpRequest| {
+        use serde_json::json;
+
+        analytics.publish(
+            "nonSeparatorTokens Updated".to_string(),
+            json!({
+                "non_separator_tokens": {
+                    "total": non_separator_tokens.as_ref().map(|non_separator_tokens| non_separator_tokens.len()),
+                },
+            }),
+            Some(req),
+        );
+    }
+);
+
+make_setting_route!(
+    "/separator-tokens",
+    put,
+    std::collections::BTreeSet<String>,
+    meilisearch_types::deserr::DeserrJsonError<
+        meilisearch_types::error::deserr_codes::InvalidSettingsSeparatorTokens,
+    >,
+    separator_tokens,
+    "separatorTokens",
+    analytics,
+    |separator_tokens: &Option<std::collections::BTreeSet<String>>, req: &HttpRequest| {
+        use serde_json::json;
+
+        analytics.publish(
+            "separatorTokens Updated".to_string(),
+            json!({
+                "separator_tokens": {
+                    "total": separator_tokens.as_ref().map(|separator_tokens| separator_tokens.len()),
+                },
+            }),
+            Some(req),
+        );
+    }
+);
+
+make_setting_route!(
+    "/dictionary",
+    put,
+    std::collections::BTreeSet<String>,
+    meilisearch_types::deserr::DeserrJsonError<
+        meilisearch_types::error::deserr_codes::InvalidSettingsDictionary,
+    >,
+    dictionary,
+    "dictionary",
+    analytics,
+    |dictionary: &Option<std::collections::BTreeSet<String>>, req: &HttpRequest| {
+        use serde_json::json;
+
+        analytics.publish(
+            "dictionary Updated".to_string(),
+            json!({
+                "dictionary": {
+                    "total": dictionary.as_ref().map(|dictionary| dictionary.len()),
+                },
+            }),
+            Some(req),
+        );
+    }
+);
+
 make_setting_route!(
     "/synonyms",
     put,
@@ -465,6 +541,9 @@ generate_configure!(
     searchable_attributes,
     distinct_attribute,
     stop_words,
+    separator_tokens,
+    non_separator_tokens,
+    dictionary,
     synonyms,
     ranking_rules,
     typo_tolerance,
@@ -550,10 +629,16 @@ pub async fn update_all(
                     .as_ref()
                     .set()
                     .and_then(|s| s.max_values_per_facet.as_ref().set()),
-                "sort_facet_values_by": new_settings.faceting
+                "sort_facet_values_by_star_count": new_settings.faceting
                     .as_ref()
                     .set()
-                    .and_then(|s| s.sort_facet_values_by.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

@@ -49,6 +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

@@ -284,9 +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/swap_indexes.rs

@@ -60,8 +60,7 @@ pub async fn swap_indexes(
     }
 
     let task = KindWithContent::IndexSwap { swaps };
-
-    let task = index_scheduler.register(task)?;
-    let task: SummarizedTaskView = task.into();
+    let task: SummarizedTaskView =
+        tokio::task::spawn_blocking(move || index_scheduler.register(task)).await??.into();
     Ok(HttpResponse::Accepted().json(task))
 }

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

@@ -491,6 +491,20 @@ pub fn perform_search(
         tokenizer_builder.allow_list(&script_lang_map);
     }
 
+    let separators = index.allowed_separators(&rtxn)?;
+    let separators: Option<Vec<_>> =
+        separators.as_ref().map(|x| x.iter().map(String::as_str).collect());
+    if let Some(ref separators) = separators {
+        tokenizer_builder.separators(separators);
+    }
+
+    let dictionary = index.dictionary(&rtxn)?;
+    let dictionary: Option<Vec<_>> =
+        dictionary.as_ref().map(|x| x.iter().map(String::as_str).collect());
+    if let Some(ref dictionary) = dictionary {
+        tokenizer_builder.words_dict(dictionary);
+    }
+
     let mut formatter_builder = MatcherBuilder::new(matching_words, tokenizer_builder.build());
     formatter_builder.crop_marker(query.crop_marker);
     formatter_builder.highlight_prefix(query.highlight_pre_tag);
@@ -666,6 +680,7 @@ fn compute_semantic_score(query: &[f32], vectors: Value) -> milli::Result<Option
         .map_err(InternalError::SerdeJson)?;
     Ok(vectors
         .into_iter()
+        .flatten()
         .map(|v| OrderedFloat(dot_product_similarity(query, &v)))
         .max()
         .map(OrderedFloat::into_inner))

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/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/documents/delete_documents.rs

@@ -154,6 +154,19 @@ async fn delete_document_by_filter() {
         )
         .await;
     index.wait_task(1).await;
+
+    let (stats, _) = index.stats().await;
+    snapshot!(json_string!(stats), @r###"
+    {
+      "numberOfDocuments": 4,
+      "isIndexing": false,
+      "fieldDistribution": {
+        "color": 3,
+        "id": 4
+      }
+    }
+    "###);
+
     let (response, code) =
         index.delete_document_by_filter(json!({ "filter": "color = blue"})).await;
     snapshot!(code, @"202 Accepted");
@@ -188,6 +201,18 @@ async fn delete_document_by_filter() {
     }
     "###);
 
+    let (stats, _) = index.stats().await;
+    snapshot!(json_string!(stats), @r###"
+    {
+      "numberOfDocuments": 2,
+      "isIndexing": false,
+      "fieldDistribution": {
+        "color": 1,
+        "id": 2
+      }
+    }
+    "###);
+
     let (documents, code) = index.get_all_documents(GetAllDocumentsOptions::default()).await;
     snapshot!(code, @"200 OK");
     snapshot!(json_string!(documents), @r###"
@@ -241,6 +266,18 @@ async fn delete_document_by_filter() {
     }
     "###);
 
+    let (stats, _) = index.stats().await;
+    snapshot!(json_string!(stats), @r###"
+    {
+      "numberOfDocuments": 1,
+      "isIndexing": false,
+      "fieldDistribution": {
+        "color": 1,
+        "id": 1
+      }
+    }
+    "###);
+
     let (documents, code) = index.get_all_documents(GetAllDocumentsOptions::default()).await;
     snapshot!(code, @"200 OK");
     snapshot!(json_string!(documents), @r###"

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

meilisearch/tests/dumps/snapshots/mod.rs/import_dump_v3_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_v3_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_v3_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_v3_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_v3_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