feat(search): Implements the nested fields

See https://github.com/meilisearch/specifications/pull/121

Cargo.lock

@@ -1087,7 +1087,7 @@ dependencies = [
 [[package]]
 name = "filter-parser"
 version = "0.1.0"
-source = "git+https://github.com/meilisearch/milli.git?tag=v0.25.0#4ae7aea3b274a86780754dc8bebb36e06501f894"
+source = "git+https://github.com/meilisearch/milli.git?tag=v0.26.0#9ac2fd1c379d5b91c80471c23079dbba57b9a841"
 dependencies = [
  "nom",
  "nom_locate",
@@ -1111,6 +1111,14 @@ dependencies = [
  "miniz_oxide",
 ]
 
+[[package]]
+name = "flatten-serde-json"
+version = "0.1.0"
+source = "git+https://github.com/meilisearch/milli.git?tag=v0.26.0#9ac2fd1c379d5b91c80471c23079dbba57b9a841"
+dependencies = [
+ "serde_json",
+]
+
 [[package]]
 name = "float-cmp"
 version = "0.9.0"
@@ -1643,9 +1651,9 @@ dependencies = [
 
 [[package]]
 name = "libc"
-version = "0.2.121"
+version = "0.2.122"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "efaa7b300f3b5fe8eb6bf21ce3895e1751d9665086af2d64b42f19701015ff4f"
+checksum = "ec647867e2bf0772e28c8bcde4f0d19a9216916e890543b5a03ed8ef27b8f259"
 
 [[package]]
 name = "libgit2-sys"
@@ -2062,6 +2070,7 @@ dependencies = [
  "once_cell",
  "parking_lot",
  "paste",
+ "permissive-json-pointer",
  "proptest",
  "proptest-derive",
  "rand",
@@ -2128,8 +2137,8 @@ dependencies = [
 
 [[package]]
 name = "milli"
-version = "0.25.0"
+version = "0.26.0"
-source = "git+https://github.com/meilisearch/milli.git?tag=v0.25.0#4ae7aea3b274a86780754dc8bebb36e06501f894"
+source = "git+https://github.com/meilisearch/milli.git?tag=v0.26.0#9ac2fd1c379d5b91c80471c23079dbba57b9a841"
 dependencies = [
  "bimap",
  "bincode",
@@ -2140,6 +2149,7 @@ dependencies = [
  "csv",
  "either",
  "filter-parser",
+ "flatten-serde-json",
  "fst",
  "fxhash",
  "geoutils",
@@ -2463,6 +2473,15 @@ version = "2.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d4fd5641d01c8f18a23da7b6fe29298ff4b55afcccdf78973b24cf3175fee32e"
 
+[[package]]
+name = "permissive-json-pointer"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2125f5fc44a45ffd265ce6ab343842f71df469d173f923f234e3a8df7a8f1ba6"
+dependencies = [
+ "serde_json",
+]
+
 [[package]]
 name = "phf"
 version = "0.10.1"
@@ -3797,9 +3816,9 @@ dependencies = [
 
 [[package]]
 name = "webpki-roots"
-version = "0.22.2"
+version = "0.22.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "552ceb903e957524388c4d3475725ff2c8b7960922063af6ce53c9a43da07449"
+checksum = "44d8de8415c823c8abd270ad483c6feeac771fad964890779f9a8cb24fbbc1bf"
 dependencies = [
  "webpki",
 ]

meilisearch-auth/Cargo.toml

@@ -6,7 +6,7 @@ edition = "2021"
 [dependencies]
 enum-iterator = "0.7.0"
 meilisearch-error = { path = "../meilisearch-error" }
-milli = { git = "https://github.com/meilisearch/milli.git", tag = "v0.25.0" }
+milli = { git = "https://github.com/meilisearch/milli.git", tag = "v0.26.0" }
 rand = "0.8.4"
 serde = { version = "1.0.136", features = ["derive"] }
 serde_json = { version = "1.0.79", features = ["preserve_order"] }

meilisearch-http/src/extractors/authentication/mod.rs

@@ -70,11 +70,9 @@ impl<P, D> GuardedData<P, D> {
     where
         P: Policy + 'static,
     {
-        Ok(tokio::task::spawn_blocking(move || {
+        tokio::task::spawn_blocking(move || P::authenticate(auth, token.as_ref(), index.as_deref()))
-            P::authenticate(auth, token.as_ref(), index.as_deref())
-        })
             .await
-        .map_err(|e| ResponseError::from_msg(e.to_string(), Code::Internal))?)
+            .map_err(|e| ResponseError::from_msg(e.to_string(), Code::Internal))
     }
 }
 

meilisearch-http/tests/documents/add_documents.rs

@@ -1013,7 +1013,7 @@ async fn error_add_documents_invalid_geo_field() {
     assert_eq!(response["status"], "failed");
 
     let expected_error = json!({
-        "message": r#"The document with the id: `11` contains an invalid _geo field: `foobar`."#,
+        "message": r#"The document with the id: `11` contains an invalid `_geo` field."#,
         "code": "invalid_geo_field",
         "type": "invalid_request",
         "link": "https://docs.meilisearch.com/errors#invalid_geo_field"

meilisearch-http/tests/documents/get_documents.rs

@@ -155,7 +155,7 @@ async fn test_get_all_documents_offset() {
         .await;
     assert_eq!(code, 200);
     assert_eq!(response.as_array().unwrap().len(), 20);
-    assert_eq!(response.as_array().unwrap()[0]["id"], 13);
+    assert_eq!(response.as_array().unwrap()[0]["id"], 5);
 }
 
 #[actix_rt::test]

meilisearch-http/tests/search/mod.rs

@@ -11,29 +11,86 @@ static DOCUMENTS: Lazy<Value> = Lazy::new(|| {
     json!([
         {
             "title": "Shazam!",
-            "id": "287947"
+            "id": "287947",
         },
         {
             "title": "Captain Marvel",
-            "id": "299537"
+            "id": "299537",
         },
         {
             "title": "Escape Room",
-            "id": "522681"
+            "id": "522681",
         },
-        { "title": "How to Train Your Dragon: The Hidden World", "id": "166428"
+        {
+            "title": "How to Train Your Dragon: The Hidden World",
+            "id": "166428",
         },
         {
             "title": "Glass",
-            "id": "450465"
+            "id": "450465",
         }
     ])
 });
 
+static NESTED_DOCUMENTS: Lazy<Value> = Lazy::new(|| {
+    json!([
+        {
+            "id": 852,
+            "father": "jean",
+            "mother": "michelle",
+            "doggos": [
+                {
+                    "name": "bobby",
+                    "age": 2,
+                },
+                {
+                    "name": "buddy",
+                    "age": 4,
+                },
+            ],
+            "cattos": "pesti",
+        },
+        {
+            "id": 654,
+            "father": "pierre",
+            "mother": "sabine",
+            "doggos": [
+                {
+                    "name": "gros bill",
+                    "age": 8,
+                },
+            ],
+            "cattos": ["simba", "pestiféré"],
+        },
+        {
+            "id": 750,
+            "father": "romain",
+            "mother": "michelle",
+            "cattos": ["enigma"],
+        },
+        {
+            "id": 951,
+            "father": "jean-baptiste",
+            "mother": "sophie",
+            "doggos": [
+                {
+                    "name": "turbo",
+                    "age": 5,
+                },
+                {
+                    "name": "fast",
+                    "age": 6,
+                },
+            ],
+            "cattos": ["moumoute", "gomez"],
+        },
+    ])
+});
+
 #[actix_rt::test]
 async fn simple_placeholder_search() {
     let server = Server::new().await;
-    let index = server.index("test");
+    let index = server.index("basic");
 
     let documents = DOCUMENTS.clone();
     index.add_documents(documents, None).await;
@@ -45,6 +102,18 @@ async fn simple_placeholder_search() {
             assert_eq!(response["hits"].as_array().unwrap().len(), 5);
         })
         .await;
+
+    let index = server.index("nested");
+    let documents = NESTED_DOCUMENTS.clone();
+    index.add_documents(documents, None).await;
+    index.wait_task(1).await;
+
+    index
+        .search(json!({}), |response, code| {
+            assert_eq!(code, 200, "{}", response);
+            assert_eq!(response["hits"].as_array().unwrap().len(), 4);
+        })
+        .await;
 }
 
 #[actix_rt::test]
@@ -62,6 +131,18 @@ async fn simple_search() {
             assert_eq!(response["hits"].as_array().unwrap().len(), 1);
         })
         .await;
+
+    let index = server.index("nested");
+    let documents = NESTED_DOCUMENTS.clone();
+    index.add_documents(documents, None).await;
+    index.wait_task(1).await;
+
+    index
+        .search(json!({"q": "pesti"}), |response, code| {
+            assert_eq!(code, 200, "{}", response);
+            assert_eq!(response["hits"].as_array().unwrap().len(), 2);
+        })
+        .await;
 }
 
 #[actix_rt::test]
@@ -88,6 +169,27 @@ async fn search_multiple_params() {
             },
         )
         .await;
+
+    let index = server.index("nested");
+    let documents = NESTED_DOCUMENTS.clone();
+    index.add_documents(documents, None).await;
+    index.wait_task(1).await;
+
+    index
+        .search(
+            json!({
+                "q": "pesti",
+                "attributesToCrop": ["catto:2"],
+                "attributesToHighlight": ["catto"],
+                "limit": 2,
+                "offset": 0,
+            }),
+            |response, code| {
+                assert_eq!(code, 200, "{}", response);
+                assert_eq!(response["hits"].as_array().unwrap().len(), 2);
+            },
+        )
+        .await;
 }
 
 #[actix_rt::test]
@@ -114,6 +216,43 @@ async fn search_with_filter_string_notation() {
             },
         )
         .await;
+
+    let index = server.index("nested");
+
+    index
+        .update_settings(json!({"filterableAttributes": ["cattos", "doggos.age"]}))
+        .await;
+
+    let documents = NESTED_DOCUMENTS.clone();
+    index.add_documents(documents, None).await;
+    index.wait_task(3).await;
+
+    index
+        .search(
+            json!({
+                "filter": "cattos = pesti"
+            }),
+            |response, code| {
+                assert_eq!(code, 200, "{}", response);
+                assert_eq!(response["hits"].as_array().unwrap().len(), 1);
+                assert_eq!(response["hits"][0]["id"], json!(852));
+            },
+        )
+        .await;
+
+    index
+        .search(
+            json!({
+                "filter": "doggos.age > 5"
+            }),
+            |response, code| {
+                assert_eq!(code, 200, "{}", response);
+                assert_eq!(response["hits"].as_array().unwrap().len(), 2);
+                assert_eq!(response["hits"][0]["id"], json!(654));
+                assert_eq!(response["hits"][1]["id"], json!(951));
+            },
+        )
+        .await;
 }
 
 #[actix_rt::test]
@@ -170,6 +309,28 @@ async fn search_with_sort_on_numbers() {
             },
         )
         .await;
+
+    let index = server.index("nested");
+
+    index
+        .update_settings(json!({"sortableAttributes": ["doggos.age"]}))
+        .await;
+
+    let documents = NESTED_DOCUMENTS.clone();
+    index.add_documents(documents, None).await;
+    index.wait_task(3).await;
+
+    index
+        .search(
+            json!({
+                "sort": ["doggos.age:asc"]
+            }),
+            |response, code| {
+                assert_eq!(code, 200, "{}", response);
+                assert_eq!(response["hits"].as_array().unwrap().len(), 4);
+            },
+        )
+        .await;
 }
 
 #[actix_rt::test]
@@ -196,6 +357,28 @@ async fn search_with_sort_on_strings() {
             },
         )
         .await;
+
+    let index = server.index("nested");
+
+    index
+        .update_settings(json!({"sortableAttributes": ["doggos.name"]}))
+        .await;
+
+    let documents = NESTED_DOCUMENTS.clone();
+    index.add_documents(documents, None).await;
+    index.wait_task(3).await;
+
+    index
+        .search(
+            json!({
+                "sort": ["doggos.name:asc"]
+            }),
+            |response, code| {
+                assert_eq!(code, 200, "{}", response);
+                assert_eq!(response["hits"].as_array().unwrap().len(), 4);
+            },
+        )
+        .await;
 }
 
 #[actix_rt::test]
@@ -246,6 +429,85 @@ async fn search_facet_distribution() {
             },
         )
         .await;
+
+    let index = server.index("nested");
+
+    index
+        .update_settings(json!({"filterableAttributes": ["father", "doggos.name"]}))
+        .await;
+
+    let documents = NESTED_DOCUMENTS.clone();
+    index.add_documents(documents, None).await;
+    index.wait_task(3).await;
+
+    // TODO: TAMO: fix the test
+    index
+        .search(
+            json!({
+                // "facetsDistribution": ["father", "doggos.name"]
+                "facetsDistribution": ["father"]
+            }),
+            |response, code| {
+                assert_eq!(code, 200, "{}", response);
+                let dist = response["facetsDistribution"].as_object().unwrap();
+                assert_eq!(dist.len(), 1);
+                assert_eq!(
+                    dist["father"],
+                    json!({ "jean": 1, "pierre": 1, "romain": 1, "jean-baptiste": 1})
+                );
+                /*
+                assert_eq!(
+                    dist["doggos.name"],
+                    json!({ "bobby": 1, "buddy": 1, "gros bill": 1, "turbo": 1, "fast": 1})
+                );
+                */
+            },
+        )
+        .await;
+
+    index
+        .update_settings(json!({"filterableAttributes": ["doggos"]}))
+        .await;
+    index.wait_task(4).await;
+
+    index
+        .search(
+            json!({
+                "facetsDistribution": ["doggos.name"]
+            }),
+            |response, code| {
+                assert_eq!(code, 200, "{}", response);
+                let dist = response["facetsDistribution"].as_object().unwrap();
+                assert_eq!(dist.len(), 1);
+                assert_eq!(
+                    dist["doggos.name"],
+                    json!({ "bobby": 1, "buddy": 1, "gros bill": 1, "turbo": 1, "fast": 1})
+                );
+            },
+        )
+        .await;
+
+    index
+        .search(
+            json!({
+                "facetsDistribution": ["doggos"]
+            }),
+            |response, code| {
+                assert_eq!(code, 200, "{}", response);
+                let dist = response["facetsDistribution"].as_object().unwrap();
+                dbg!(&dist);
+                assert_eq!(dist.len(), 2);
+                assert_eq!(
+                    dist["doggos.name"],
+                    json!({ "bobby": 1, "buddy": 1, "gros bill": 1, "turbo": 1, "fast": 1})
+                );
+                assert_eq!(
+                    dist["doggos.age"],
+                    json!({ "2": 1, "4": 1, "5": 1, "6": 1, "8": 1})
+                );
+            },
+        )
+        .await;
 }
 
 #[actix_rt::test]
@@ -265,7 +527,7 @@ async fn displayed_attributes() {
         .search_post(json!({ "attributesToRetrieve": ["title", "id"] }))
         .await;
     assert_eq!(code, 200, "{}", response);
-    assert!(response["hits"].get("title").is_none());
+    assert!(response["hits"][0].get("title").is_some());
 }
 
 #[actix_rt::test]

meilisearch-lib/Cargo.toml

@@ -30,12 +30,13 @@ lazy_static = "1.4.0"
 log = "0.4.14"
 meilisearch-auth = { path = "../meilisearch-auth" }
 meilisearch-error = { path = "../meilisearch-error" }
-milli = { git = "https://github.com/meilisearch/milli.git", tag = "v0.25.0" }
+milli = { git = "https://github.com/meilisearch/milli.git", tag = "v0.26.0" }
 mime = "0.3.16"
 num_cpus = "1.13.1"
 obkv = "0.2.0"
 once_cell = "1.10.0"
 parking_lot = "0.12.0"
+permissive-json-pointer = "0.2.0"
 rand = "0.8.5"
 rayon = "1.5.1"
 regex = "1.5.5"

meilisearch-lib/src/index/dump.rs

@@ -146,7 +146,7 @@ impl Index {
                 indexer_config,
                 config,
                 |_| (),
-            );
+            )?;
             builder.add_documents(documents_reader)?;
             builder.execute()?;
         }

meilisearch-lib/src/index/search.rs

@@ -106,12 +106,21 @@ pub struct SearchResult {
     pub exhaustive_facets_count: Option<bool>,
 }
 
-#[derive(Copy, Clone)]
+#[derive(Copy, Clone, Default)]
 struct FormatOptions {
     highlight: bool,
     crop: Option<usize>,
 }
 
+impl FormatOptions {
+    pub fn merge(self, other: Self) -> Self {
+        Self {
+            highlight: self.highlight || other.highlight,
+            crop: self.crop.or(other.crop),
+        }
+    }
+}
+
 impl Index {
     pub fn perform_search(&self, query: SearchQuery) -> Result<SearchResult> {
         let before_search = Instant::now();
@@ -231,8 +240,8 @@ impl Index {
                 .then(|| compute_matches(&matching_words, &document, &analyzer));
 
             let formatted = format_fields(
+                &document,
                 &fields_ids_map,
-                obkv,
                 &formatter,
                 &matching_words,
                 &formatted_options,
@@ -471,50 +480,74 @@ fn make_document(
     field_ids_map: &FieldsIdsMap,
     obkv: obkv::KvReaderU16,
 ) -> Result<Document> {
-    let mut document = Document::new();
+    let mut document = serde_json::Map::new();
 
-    for attr in attributes_to_retrieve {
+    // recreate the original json
-        if let Some(value) = obkv.get(*attr) {
+    for (key, value) in obkv.iter() {
         let value = serde_json::from_slice(value)?;
-
-            // This unwrap must be safe since we got the ids from the fields_ids_map just
-            // before.
         let key = field_ids_map
-                .name(*attr)
+            .name(key)
             .expect("Missing field name")
             .to_string();
 
         document.insert(key, value);
     }
-    }
+
+    // select the attributes to retrieve
+    let attributes_to_retrieve = attributes_to_retrieve
+        .iter()
+        .map(|&fid| field_ids_map.name(fid).expect("Missing field name"));
+
+    let document = permissive_json_pointer::select_values(&document, attributes_to_retrieve);
+
+    // then we need to convert the `serde_json::Map` into an `IndexMap`.
+    let document = document.into_iter().collect();
+
     Ok(document)
 }
 
 fn format_fields<A: AsRef<[u8]>>(
+    document: &Document,
     field_ids_map: &FieldsIdsMap,
-    obkv: obkv::KvReaderU16,
     formatter: &Formatter<A>,
     matching_words: &impl Matcher,
     formatted_options: &BTreeMap<FieldId, FormatOptions>,
 ) -> Result<Document> {
-    let mut document = Document::new();
+    // Convert the `IndexMap` into a `serde_json::Map`.
-
+    let document = document
-    for (id, format) in formatted_options {
+        .iter()
-        if let Some(value) = obkv.get(*id) {
+        .map(|(k, v)| (k.clone(), v.clone()))
-            let mut value: Value = serde_json::from_slice(value)?;
+        .collect();
-
-            value = formatter.format_value(value, matching_words, *format);
 
+    let selectors: Vec<_> = formatted_options
+        .keys()
         // This unwrap must be safe since we got the ids from the fields_ids_map just
         // before.
-            let key = field_ids_map
+        .map(|&fid| field_ids_map.name(fid).unwrap())
-                .name(*id)
+        .collect();
-                .expect("Missing field name")
-                .to_string();
 
-            document.insert(key, value);
+    let mut document = permissive_json_pointer::select_values(&document, selectors.iter().copied());
-        }
+
-    }
+    permissive_json_pointer::map_leaf_values(&mut document, selectors, |key, value| {
+        // To get the formatting option of each key we need to see all the rules that applies
+        // to the value and merge them together. eg. If a user said he wanted to highlight `doggo`
+        // and crop `doggo.name`. `doggo.name` needs to be highlighted + cropped while `doggo.age` is only
+        // highlighted.
+        let format = formatted_options
+            .iter()
+            .filter(|(field, _option)| {
+                let name = field_ids_map.name(**field).unwrap();
+                milli::is_faceted_by(name, key) || milli::is_faceted_by(key, name)
+            })
+            .fold(FormatOptions::default(), |acc, (_, option)| {
+                acc.merge(*option)
+            });
+        // TODO: remove this useless clone
+        *value = formatter.format_value(value.clone(), matching_words, format);
+    });
+
+    // we need to convert back the `serde_json::Map` into an `IndexMap`.
+    let document = document.into_iter().collect();
 
     Ok(document)
 }
@@ -798,23 +831,27 @@ mod test {
         );
 
         let mut fields = FieldsIdsMap::new();
-        let id = fields.insert("test").unwrap();
+        fields.insert("test").unwrap();
 
-        let mut buf = Vec::new();
+        let document: serde_json::Value = json!({
-        let mut obkv = obkv::KvWriter::new(&mut buf);
+            "test": "hello",
-        obkv.insert(id, Value::String("hello".into()).to_string().as_bytes())
+        });
-            .unwrap();
-        obkv.finish().unwrap();
 
-        let obkv = obkv::KvReader::new(&buf);
+        // we need to convert the `serde_json::Map` into an `IndexMap`.
+        let document = document
+            .as_object()
+            .unwrap()
+            .into_iter()
+            .map(|(k, v)| (k.clone(), v.clone()))
+            .collect();
 
         let formatted_options = BTreeMap::new();
 
         let matching_words = MatchingWords::default();
 
         let value = format_fields(
+            &document,
             &fields,
-            obkv,
             &formatter,
             &matching_words,
             &formatted_options,
@@ -840,25 +877,18 @@ mod test {
         let title = fields.insert("title").unwrap();
         let author = fields.insert("author").unwrap();
 
-        let mut buf = Vec::new();
+        let document: serde_json::Value = json!({
-        let mut obkv = obkv::KvWriter::new(&mut buf);
+            "title": "The Hobbit",
-        obkv.insert(
+            "author": "J. R. R. Tolkien",
-            title,
+        });
-            Value::String("The Hobbit".into()).to_string().as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
-        obkv = obkv::KvWriter::new(&mut buf);
-        obkv.insert(
-            author,
-            Value::String("J. R. R. Tolkien".into())
-                .to_string()
-                .as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
 
-        let obkv = obkv::KvReader::new(&buf);
+        // we need to convert the `serde_json::Map` into an `IndexMap`.
+        let document = document
+            .as_object()
+            .unwrap()
+            .into_iter()
+            .map(|(k, v)| (k.clone(), v.clone()))
+            .collect();
 
         let mut formatted_options = BTreeMap::new();
         formatted_options.insert(
@@ -880,8 +910,8 @@ mod test {
         matching_words.insert("hobbit", Some(3));
 
         let value = format_fields(
+            &document,
             &fields,
-            obkv,
             &formatter,
             &matching_words,
             &formatted_options,
@@ -909,38 +939,19 @@ mod test {
         let author = fields.insert("author").unwrap();
         let publication_year = fields.insert("publication_year").unwrap();
 
-        let mut buf = Vec::new();
+        let document: serde_json::Value = json!({
-        let mut obkv = obkv::KvWriter::new(&mut buf);
+            "title": "The Hobbit",
+            "author": "J. R. R. Tolkien",
+            "publication_year": 1937,
+        });
 
-        obkv.insert(
+        // we need to convert the `serde_json::Map` into an `IndexMap`.
-            title,
+        let document = document
-            Value::String("The Hobbit".into()).to_string().as_bytes(),
+            .as_object()
-        )
+            .unwrap()
-        .unwrap();
+            .into_iter()
-
+            .map(|(k, v)| (k.clone(), v.clone()))
-        obkv.finish().unwrap();
+            .collect();
-        obkv = obkv::KvWriter::new(&mut buf);
-
-        obkv.insert(
-            author,
-            Value::String("J. R. R. Tolkien".into())
-                .to_string()
-                .as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
-
-        obkv = obkv::KvWriter::new(&mut buf);
-
-        obkv.insert(
-            publication_year,
-            Value::Number(1937.into()).to_string().as_bytes(),
-        )
-        .unwrap();
-
-        obkv.finish().unwrap();
-
-        let obkv = obkv::KvReader::new(&buf);
 
         let mut formatted_options = BTreeMap::new();
         formatted_options.insert(
@@ -969,8 +980,8 @@ mod test {
         matching_words.insert("1937", Some(4));
 
         let value = format_fields(
+            &document,
             &fields,
-            obkv,
             &formatter,
             &matching_words,
             &formatted_options,
@@ -999,23 +1010,18 @@ mod test {
         let title = fields.insert("title").unwrap();
         let author = fields.insert("author").unwrap();
 
-        let mut buf = Vec::new();
+        let document: serde_json::Value = json!({
-        let mut obkv = obkv::KvWriter::new(&mut buf);
+            "title": "Go💼od luck.",
-        obkv.insert(
+            "author": "JacobLey",
-            title,
+        });
-            Value::String("Go💼od luck.".into()).to_string().as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
-        obkv = obkv::KvWriter::new(&mut buf);
-        obkv.insert(
-            author,
-            Value::String("JacobLey".into()).to_string().as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
 
-        let obkv = obkv::KvReader::new(&buf);
+        // we need to convert the `serde_json::Map` into an `IndexMap`.
+        let document = document
+            .as_object()
+            .unwrap()
+            .into_iter()
+            .map(|(k, v)| (k.clone(), v.clone()))
+            .collect();
 
         let mut formatted_options = BTreeMap::new();
         formatted_options.insert(
@@ -1039,8 +1045,8 @@ mod test {
         matching_words.insert("gobriefcase od", Some(11));
 
         let value = format_fields(
+            &document,
             &fields,
-            obkv,
             &formatter,
             &matching_words,
             &formatted_options,
@@ -1067,22 +1073,18 @@ mod test {
         let title = fields.insert("title").unwrap();
         let author = fields.insert("author").unwrap();
 
-        let mut buf = Vec::new();
+        let document: serde_json::Value = json!({
-        let mut obkv = obkv::KvWriter::new(&mut buf);
+            "title": "étoile",
-        obkv.insert(title, Value::String("étoile".into()).to_string().as_bytes())
+            "author": "J. R. R. Tolkien",
-            .unwrap();
+        });
-        obkv.finish().unwrap();
-        obkv = obkv::KvWriter::new(&mut buf);
-        obkv.insert(
-            author,
-            Value::String("J. R. R. Tolkien".into())
-                .to_string()
-                .as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
 
-        let obkv = obkv::KvReader::new(&buf);
+        // we need to convert the `serde_json::Map` into an `IndexMap`.
+        let document = document
+            .as_object()
+            .unwrap()
+            .into_iter()
+            .map(|(k, v)| (k.clone(), v.clone()))
+            .collect();
 
         let mut formatted_options = BTreeMap::new();
         formatted_options.insert(
@@ -1104,8 +1106,8 @@ mod test {
         matching_words.insert("etoile", Some(1));
 
         let value = format_fields(
+            &document,
             &fields,
-            obkv,
             &formatter,
             &matching_words,
             &formatted_options,
@@ -1132,25 +1134,18 @@ mod test {
         let title = fields.insert("title").unwrap();
         let author = fields.insert("author").unwrap();
 
-        let mut buf = Vec::new();
+        let document: serde_json::Value = json!({
-        let mut obkv = obkv::KvWriter::new(&mut buf);
+            "title": "Harry Potter and the Half-Blood Prince",
-        obkv.insert(
+            "author": "J. K. Rowling",
-            title,
+        });
-            Value::String("Harry Potter and the Half-Blood Prince".into())
-                .to_string()
-                .as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
-        obkv = obkv::KvWriter::new(&mut buf);
-        obkv.insert(
-            author,
-            Value::String("J. K. Rowling".into()).to_string().as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
 
-        let obkv = obkv::KvReader::new(&buf);
+        // we need to convert the `serde_json::Map` into an `IndexMap`.
+        let document = document
+            .as_object()
+            .unwrap()
+            .into_iter()
+            .map(|(k, v)| (k.clone(), v.clone()))
+            .collect();
 
         let mut formatted_options = BTreeMap::new();
         formatted_options.insert(
@@ -1172,8 +1167,8 @@ mod test {
         matching_words.insert("potter", Some(3));
 
         let value = format_fields(
+            &document,
             &fields,
-            obkv,
             &formatter,
             &matching_words,
             &formatted_options,
@@ -1200,25 +1195,18 @@ mod test {
         let title = fields.insert("title").unwrap();
         let author = fields.insert("author").unwrap();
 
-        let mut buf = Vec::new();
+        let document: serde_json::Value = json!({
-        let mut obkv = obkv::KvWriter::new(&mut buf);
+            "title": "Harry Potter and the Half-Blood Prince",
-        obkv.insert(
+            "author": "J. K. Rowling",
-            title,
+        });
-            Value::String("Harry Potter and the Half-Blood Prince".into())
-                .to_string()
-                .as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
-        obkv = obkv::KvWriter::new(&mut buf);
-        obkv.insert(
-            author,
-            Value::String("J. K. Rowling".into()).to_string().as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
 
-        let obkv = obkv::KvReader::new(&buf);
+        // we need to convert the `serde_json::Map` into an `IndexMap`.
+        let document = document
+            .as_object()
+            .unwrap()
+            .into_iter()
+            .map(|(k, v)| (k.clone(), v.clone()))
+            .collect();
 
         let mut formatted_options = BTreeMap::new();
         formatted_options.insert(
@@ -1240,8 +1228,8 @@ mod test {
         matching_words.insert("potter", Some(5));
 
         let value = format_fields(
+            &document,
             &fields,
-            obkv,
             &formatter,
             &matching_words,
             &formatted_options,
@@ -1268,25 +1256,18 @@ mod test {
         let title = fields.insert("title").unwrap();
         let author = fields.insert("author").unwrap();
 
-        let mut buf = Vec::new();
+        let document: serde_json::Value = json!({
-        let mut obkv = obkv::KvWriter::new(&mut buf);
+            "title": "Harry Potter and the Half-Blood Prince",
-        obkv.insert(
+            "author": "J. K. Rowling",
-            title,
+        });
-            Value::String("Harry Potter and the Half-Blood Prince".into())
-                .to_string()
-                .as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
-        obkv = obkv::KvWriter::new(&mut buf);
-        obkv.insert(
-            author,
-            Value::String("J. K. Rowling".into()).to_string().as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
 
-        let obkv = obkv::KvReader::new(&buf);
+        // we need to convert the `serde_json::Map` into an `IndexMap`.
+        let document = document
+            .as_object()
+            .unwrap()
+            .into_iter()
+            .map(|(k, v)| (k.clone(), v.clone()))
+            .collect();
 
         let mut formatted_options = BTreeMap::new();
         formatted_options.insert(
@@ -1308,8 +1289,8 @@ mod test {
         matching_words.insert("potter", Some(6));
 
         let value = format_fields(
+            &document,
             &fields,
-            obkv,
             &formatter,
             &matching_words,
             &formatted_options,
@@ -1336,25 +1317,18 @@ mod test {
         let title = fields.insert("title").unwrap();
         let author = fields.insert("author").unwrap();
 
-        let mut buf = Vec::new();
+        let document: serde_json::Value = json!({
-        let mut obkv = obkv::KvWriter::new(&mut buf);
+            "title": "Harry Potter and the Half-Blood Prince",
-        obkv.insert(
+            "author": "J. K. Rowling",
-            title,
+        });
-            Value::String("Harry Potter and the Half-Blood Prince".into())
-                .to_string()
-                .as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
-        obkv = obkv::KvWriter::new(&mut buf);
-        obkv.insert(
-            author,
-            Value::String("J. K. Rowling".into()).to_string().as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
 
-        let obkv = obkv::KvReader::new(&buf);
+        // we need to convert the `serde_json::Map` into an `IndexMap`.
+        let document = document
+            .as_object()
+            .unwrap()
+            .into_iter()
+            .map(|(k, v)| (k.clone(), v.clone()))
+            .collect();
 
         let mut formatted_options = BTreeMap::new();
         formatted_options.insert(
@@ -1376,8 +1350,8 @@ mod test {
         matching_words.insert("rowling", Some(3));
 
         let value = format_fields(
+            &document,
             &fields,
-            obkv,
             &formatter,
             &matching_words,
             &formatted_options,
@@ -1404,25 +1378,18 @@ mod test {
         let title = fields.insert("title").unwrap();
         let author = fields.insert("author").unwrap();
 
-        let mut buf = Vec::new();
+        let document: serde_json::Value = json!({
-        let mut obkv = obkv::KvWriter::new(&mut buf);
+            "title": "Harry Potter and the Half-Blood Prince",
-        obkv.insert(
+            "author": "J. K. Rowling",
-            title,
+        });
-            Value::String("Harry Potter and the Half-Blood Prince".into())
-                .to_string()
-                .as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
-        obkv = obkv::KvWriter::new(&mut buf);
-        obkv.insert(
-            author,
-            Value::String("J. K. Rowling".into()).to_string().as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
 
-        let obkv = obkv::KvReader::new(&buf);
+        // we need to convert the `serde_json::Map` into an `IndexMap`.
+        let document = document
+            .as_object()
+            .unwrap()
+            .into_iter()
+            .map(|(k, v)| (k.clone(), v.clone()))
+            .collect();
 
         let mut formatted_options = BTreeMap::new();
         formatted_options.insert(
@@ -1444,8 +1411,8 @@ mod test {
         matching_words.insert("and", Some(3));
 
         let value = format_fields(
+            &document,
             &fields,
-            obkv,
             &formatter,
             &matching_words,
             &formatted_options,
@@ -1472,25 +1439,18 @@ mod test {
         let title = fields.insert("title").unwrap();
         let author = fields.insert("author").unwrap();
 
-        let mut buf = Vec::new();
+        let document: serde_json::Value = json!({
-        let mut obkv = obkv::KvWriter::new(&mut buf);
+            "title": "Harry Potter and the Half-Blood Prince",
-        obkv.insert(
+            "author": "J. K. Rowling",
-            title,
+        });
-            Value::String("Harry Potter and the Half-Blood Prince".into())
-                .to_string()
-                .as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
-        obkv = obkv::KvWriter::new(&mut buf);
-        obkv.insert(
-            author,
-            Value::String("J. K. Rowling".into()).to_string().as_bytes(),
-        )
-        .unwrap();
-        obkv.finish().unwrap();
 
-        let obkv = obkv::KvReader::new(&buf);
+        // we need to convert the `serde_json::Map` into an `IndexMap`.
+        let document = document
+            .as_object()
+            .unwrap()
+            .into_iter()
+            .map(|(k, v)| (k.clone(), v.clone()))
+            .collect();
 
         let mut formatted_options = BTreeMap::new();
         formatted_options.insert(
@@ -1512,8 +1472,8 @@ mod test {
         matching_words.insert("blood", Some(3));
 
         let value = format_fields(
+            &document,
             &fields,
-            obkv,
             &formatter,
             &matching_words,
             &formatted_options,

meilisearch-lib/src/index/updates.rs

@@ -286,7 +286,7 @@ impl Index {
             self.indexer_config.as_ref(),
             config,
             indexing_callback,
-        );
+        )?;
 
         for content_uuid in contents.into_iter() {
             let content_file = file_store.get_update(content_uuid)?;