I can index documents without meilisearch

Cargo.lock

@@ -1077,6 +1077,18 @@ dependencies = [
  "winapi",
 ]
 
+[[package]]
+name = "document-formats"
+version = "0.1.0"
+dependencies = [
+ "csv",
+ "either",
+ "meilisearch-types",
+ "milli 0.33.0",
+ "serde",
+ "serde_json",
+]
+
 [[package]]
 name = "downcast"
 version = "0.11.0"
@@ -1784,10 +1796,12 @@ dependencies = [
  "big_s",
  "bincode",
  "csv",
+ "document-formats",
  "file-store",
  "index",
  "insta",
  "log",
+ "meilisearch-types",
  "milli 0.33.0",
  "nelson",
  "roaring 0.9.0",

Cargo.toml

@@ -6,6 +6,7 @@ members = [
     "meilisearch-lib",
     "meilisearch-auth",
     "index-scheduler",
+    "document-formats",
     "index",
     "file-store",
     "permissive-json-pointer",

document-formats/Cargo.toml

@@ -0,0 +1,14 @@
+[package]
+name = "document-formats"
+version = "0.1.0"
+edition = "2021"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]
+csv = "1.1.6"
+meilisearch-types = { path = "../meilisearch-types" }
+either = { version = "1.6.1", features = ["serde"] }
+milli = { git = "https://github.com/meilisearch/milli.git", tag = "v0.33.0" }
+serde_json = { version = "1.0.85", features = ["preserve_order"] }
+serde = { version = "1.0.136", features = ["derive"] }

document-formats/src/lib.rs

@@ -0,0 +1,155 @@
+use std::borrow::Borrow;
+use std::fmt::{self, Debug, Display};
+use std::io::{self, BufReader, Read, Seek, Write};
+
+use either::Either;
+use meilisearch_types::error::{Code, ErrorCode};
+use meilisearch_types::internal_error;
+use milli::documents::{DocumentsBatchBuilder, Error};
+use milli::Object;
+use serde::Deserialize;
+
+type Result<T> = std::result::Result<T, DocumentFormatError>;
+
+#[derive(Debug)]
+pub enum PayloadType {
+    Ndjson,
+    Json,
+    Csv,
+}
+
+impl fmt::Display for PayloadType {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        match self {
+            PayloadType::Ndjson => f.write_str("ndjson"),
+            PayloadType::Json => f.write_str("json"),
+            PayloadType::Csv => f.write_str("csv"),
+        }
+    }
+}
+
+#[derive(Debug)]
+pub enum DocumentFormatError {
+    Internal(Box<dyn std::error::Error + Send + Sync + 'static>),
+    MalformedPayload(Error, PayloadType),
+}
+
+impl Display for DocumentFormatError {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        match self {
+            Self::Internal(e) => write!(f, "An internal error has occurred: `{}`.", e),
+            Self::MalformedPayload(me, b) => match me.borrow() {
+                Error::Json(se) => {
+                    // https://github.com/meilisearch/meilisearch/issues/2107
+                    // The user input maybe insanely long. We need to truncate it.
+                    let mut serde_msg = se.to_string();
+                    let ellipsis = "...";
+                    if serde_msg.len() > 100 + ellipsis.len() {
+                        serde_msg.replace_range(50..serde_msg.len() - 85, ellipsis);
+                    }
+
+                    write!(
+                        f,
+                        "The `{}` payload provided is malformed. `Couldn't serialize document value: {}`.",
+                        b, serde_msg
+                )
+                }
+                _ => write!(f, "The `{}` payload provided is malformed: `{}`.", b, me),
+            },
+        }
+    }
+}
+
+impl std::error::Error for DocumentFormatError {}
+
+impl From<(PayloadType, Error)> for DocumentFormatError {
+    fn from((ty, error): (PayloadType, Error)) -> Self {
+        match error {
+            Error::Io(e) => Self::Internal(Box::new(e)),
+            e => Self::MalformedPayload(e, ty),
+        }
+    }
+}
+
+impl ErrorCode for DocumentFormatError {
+    fn error_code(&self) -> Code {
+        match self {
+            DocumentFormatError::Internal(_) => Code::Internal,
+            DocumentFormatError::MalformedPayload(_, _) => Code::MalformedPayload,
+        }
+    }
+}
+
+internal_error!(DocumentFormatError: io::Error);
+
+/// Reads CSV from input and write an obkv batch to writer.
+pub fn read_csv(input: impl Read, writer: impl Write + Seek) -> Result<usize> {
+    let mut builder = DocumentsBatchBuilder::new(writer);
+
+    let csv = csv::Reader::from_reader(input);
+    builder.append_csv(csv).map_err(|e| (PayloadType::Csv, e))?;
+
+    let count = builder.documents_count();
+    let _ = builder
+        .into_inner()
+        .map_err(Into::into)
+        .map_err(DocumentFormatError::Internal)?;
+
+    Ok(count as usize)
+}
+
+/// Reads JSON Lines from input and write an obkv batch to writer.
+pub fn read_ndjson(input: impl Read, writer: impl Write + Seek) -> Result<usize> {
+    let mut builder = DocumentsBatchBuilder::new(writer);
+    let reader = BufReader::new(input);
+
+    for result in serde_json::Deserializer::from_reader(reader).into_iter() {
+        let object = result
+            .map_err(Error::Json)
+            .map_err(|e| (PayloadType::Ndjson, e))?;
+        builder
+            .append_json_object(&object)
+            .map_err(Into::into)
+            .map_err(DocumentFormatError::Internal)?;
+    }
+
+    let count = builder.documents_count();
+    let _ = builder
+        .into_inner()
+        .map_err(Into::into)
+        .map_err(DocumentFormatError::Internal)?;
+
+    Ok(count as usize)
+}
+
+/// Reads JSON from input and write an obkv batch to writer.
+pub fn read_json(input: impl Read, writer: impl Write + Seek) -> Result<usize> {
+    let mut builder = DocumentsBatchBuilder::new(writer);
+    let reader = BufReader::new(input);
+
+    #[derive(Deserialize, Debug)]
+    #[serde(transparent)]
+    struct ArrayOrSingleObject {
+        #[serde(with = "either::serde_untagged")]
+        inner: Either<Vec<Object>, Object>,
+    }
+
+    let content: ArrayOrSingleObject = serde_json::from_reader(reader)
+        .map_err(Error::Json)
+        .map_err(|e| (PayloadType::Json, e))?;
+
+    for object in content.inner.map_right(|o| vec![o]).into_inner() {
+        builder
+            .append_json_object(&object)
+            .map_err(Into::into)
+            .map_err(DocumentFormatError::Internal)?;
+    }
+
+    let count = builder.documents_count();
+    let _ = builder
+        .into_inner()
+        .map_err(Into::into)
+        .map_err(DocumentFormatError::Internal)?;
+
+    Ok(count as usize)
+}

file-store/src/lib.rs

@@ -40,7 +40,7 @@ pub struct FileStore {
 #[cfg(not(test))]
 impl FileStore {
     pub fn new(path: impl AsRef<Path>) -> Result<FileStore> {
-        let path = path.as_ref().join(UPDATE_FILES_PATH);
+        let path = path.as_ref().to_path_buf();
         std::fs::create_dir_all(&path)?;
         Ok(FileStore { path })
     }

index-scheduler/Cargo.toml

@@ -13,6 +13,8 @@ file-store = { path = "../file-store" }
 log = "0.4.14"
 milli = { git = "https://github.com/meilisearch/milli.git", tag = "v0.33.0" }
 index = { path = "../index" }
+meilisearch-types = { path = "../meilisearch-types" }
+document-formats = { path = "../document-formats" }
 roaring = "0.9.0"
 serde = { version = "1.0.136", features = ["derive"] }
 tempfile = "3.3.0"

index-scheduler/src/batch.rs

@@ -459,13 +459,12 @@ impl IndexScheduler {
                             });
                         }
                         Err(error) => {
-                            // TODO: TAMO: find a way to convert all errors to the `Task::Error` type
+                            task.error = Some(error.into());
-                            // task.error = Some(error);
                         }
                     }
                 }
 
-                todo!()
+                Ok(tasks)
             }
             Batch::SettingsAndDocumentAddition {
                 index_uid,

index-scheduler/src/index_mapper.rs

@@ -54,6 +54,7 @@ impl IndexMapper {
             Ok(index) => index,
             Err(Error::IndexNotFound(_)) => {
                 let uuid = Uuid::new_v4();
+                self.index_mapping.put(wtxn, name, &uuid)?;
                 Index::open(
                     self.base_path.join(uuid.to_string()),
                     name.to_string(),

index-scheduler/src/index_scheduler.rs

@@ -91,11 +91,12 @@ impl IndexScheduler {
         let wake_up = SignalEvent::auto(true);
 
         let processing_tasks = (OffsetDateTime::now_utc(), RoaringBitmap::new());
+        let file_store = FileStore::new(&update_file_path)?;
 
         Ok(Self {
             // by default there is no processing tasks
             processing_tasks: Arc::new(RwLock::new(processing_tasks)),
-            file_store: FileStore::new(update_file_path)?,
+            file_store,
             all_tasks: env.create_database(Some(db_name::ALL_TASKS))?,
             status: env.create_database(Some(db_name::STATUS))?,
             kind: env.create_database(Some(db_name::KIND))?,
@@ -274,166 +275,6 @@ impl IndexScheduler {
         Ok(())
     }
 
-    #[cfg(truc)]
-    fn process_batch(&self, wtxn: &mut RwTxn, batch: &mut Batch) -> Result<()> {
-        match batch {
-            Batch::One(task) => match &task.kind {
-                KindWithContent::ClearAllDocuments { index_name } => {
-                    self.index(&index_name)?.clear_documents()?;
-                }
-                KindWithContent::RenameIndex {
-                    index_name: _,
-                    new_name,
-                } => {
-                    if self.available_index.get(wtxn, &new_name)?.unwrap_or(false) {
-                        return Err(Error::IndexAlreadyExists(new_name.to_string()));
-                    }
-                    todo!("wait for @guigui insight");
-                }
-                KindWithContent::CreateIndex {
-                    index_name,
-                    primary_key,
-                } => {
-                    if self
-                        .available_index
-                        .get(wtxn, &index_name)?
-                        .unwrap_or(false)
-                    {
-                        return Err(Error::IndexAlreadyExists(index_name.to_string()));
-                    }
-
-                    self.available_index.put(wtxn, &index_name, &true)?;
-                    // TODO: TAMO: give real info to the index
-                    let index = Index::open(
-                        index_name.to_string(),
-                        index_name.to_string(),
-                        100_000_000,
-                        Arc::default(),
-                    )?;
-                    if let Some(primary_key) = primary_key {
-                        index.update_primary_key(primary_key.to_string())?;
-                    }
-                    self.index_map
-                        .write()
-                        .map_err(|_| Error::CorruptedTaskQueue)?
-                        .insert(index_name.to_string(), index.clone());
-                }
-                KindWithContent::DeleteIndex { index_name } => {
-                    if !self.available_index.delete(wtxn, &index_name)? {
-                        return Err(Error::IndexNotFound(index_name.to_string()));
-                    }
-                    if let Some(index) = self
-                        .index_map
-                        .write()
-                        .map_err(|_| Error::CorruptedTaskQueue)?
-                        .remove(index_name)
-                    {
-                        index.delete()?;
-                    } else {
-                        // TODO: TAMO: fix the path
-                        std::fs::remove_file(index_name)?;
-                    }
-                }
-                KindWithContent::SwapIndex { lhs, rhs } => {
-                    if !self.available_index.get(wtxn, &lhs)?.unwrap_or(false) {
-                        return Err(Error::IndexNotFound(lhs.to_string()));
-                    }
-                    if !self.available_index.get(wtxn, &rhs)?.unwrap_or(false) {
-                        return Err(Error::IndexNotFound(rhs.to_string()));
-                    }
-
-                    let lhs_bitmap = self.index_tasks.get(wtxn, lhs)?;
-                    let rhs_bitmap = self.index_tasks.get(wtxn, rhs)?;
-                    // the bitmap are lazily created and thus may not exists.
-                    if let Some(bitmap) = rhs_bitmap {
-                        self.index_tasks.put(wtxn, lhs, &bitmap)?;
-                    }
-                    if let Some(bitmap) = lhs_bitmap {
-                        self.index_tasks.put(wtxn, rhs, &bitmap)?;
-                    }
-
-                    let mut index_map = self
-                        .index_map
-                        .write()
-                        .map_err(|_| Error::CorruptedTaskQueue)?;
-
-                    let lhs_index = index_map.remove(lhs).unwrap();
-                    let rhs_index = index_map.remove(rhs).unwrap();
-
-                    index_map.insert(lhs.to_string(), rhs_index);
-                    index_map.insert(rhs.to_string(), lhs_index);
-                }
-                _ => unreachable!(),
-            },
-            Batch::Cancel(_) => todo!(),
-            Batch::Snapshot(_) => todo!(),
-            Batch::Dump(_) => todo!(),
-            Batch::Contiguous { tasks, kind } => {
-                // it's safe because you can't batch 0 contiguous tasks.
-                let first_task = &tasks[0];
-                // and the two kind of tasks we batch MUST have ONE index name.
-                let index_name = first_task.indexes().unwrap()[0];
-                let index = self.index(index_name)?;
-
-                match kind {
-                    Kind::DocumentAddition => {
-                        let content_files = tasks.iter().map(|task| match &task.kind {
-                            KindWithContent::DocumentAddition { content_file, .. } => {
-                                content_file.clone()
-                            }
-                            k => unreachable!(
-                                "Internal error, `{:?}` is not supposed to be reachable here",
-                                k.as_kind()
-                            ),
-                        });
-                        let results = index.update_documents(
-                            IndexDocumentsMethod::UpdateDocuments,
-                            None,
-                            self.file_store.clone(),
-                            content_files,
-                        )?;
-
-                        for (task, result) in tasks.iter_mut().zip(results) {
-                            task.finished_at = Some(OffsetDateTime::now_utc());
-                            match result {
-                                Ok(_) => task.status = Status::Succeeded,
-                                Err(_) => task.status = Status::Succeeded,
-                            }
-                        }
-                    }
-                    Kind::DocumentDeletion => {
-                        let ids: Vec<_> = tasks
-                            .iter()
-                            .flat_map(|task| match &task.kind {
-                                KindWithContent::DocumentDeletion { documents_ids, .. } => {
-                                    documents_ids.clone()
-                                }
-                                k => unreachable!(
-                                    "Internal error, `{:?}` is not supposed to be reachable here",
-                                    k.as_kind()
-                                ),
-                            })
-                            .collect();
-
-                        let result = index.delete_documents(&ids);
-
-                        for task in tasks.iter_mut() {
-                            task.finished_at = Some(OffsetDateTime::now_utc());
-                            match result {
-                                Ok(_) => task.status = Status::Succeeded,
-                                Err(_) => task.status = Status::Succeeded,
-                            }
-                        }
-                    }
-                    _ => unreachable!(),
-                }
-            }
-            Batch::Empty => todo!(),
-        }
-
-        Ok(())
-    }
-
     /// Notify the scheduler there is or may be work to do.
     pub fn notify(&self) {
         self.wake_up.signal()
@@ -443,34 +284,15 @@ impl IndexScheduler {
 #[cfg(test)]
 mod tests {
     use big_s::S;
-    use insta::assert_debug_snapshot;
-    use tempfile::TempDir;
     use uuid::Uuid;
 
-    use crate::assert_smol_debug_snapshot;
+    use crate::{assert_smol_debug_snapshot, tests::index_scheduler};
 
     use super::*;
 
-    fn new() -> IndexScheduler {
-        let dir = TempDir::new().unwrap();
-        IndexScheduler::new(
-            dir.path().join("db_path"),
-            dir.path().join("file_store"),
-            dir.path().join("indexes"),
-            100_000_000,
-            IndexerConfig::default(),
-        )
-        .unwrap()
-    }
-
-    #[test]
-    fn simple_new() {
-        new();
-    }
-
     #[test]
     fn register() {
-        let index_scheduler = new();
+        let (index_scheduler, _) = index_scheduler();
         let kinds = [
             KindWithContent::IndexCreation {
                 index_uid: S("catto"),
@@ -541,4 +363,42 @@ mod tests {
 
         assert_smol_debug_snapshot!(index_tasks, @r###"[("catto", RoaringBitmap<[0, 1, 3]>), ("doggo", RoaringBitmap<[4]>)]"###);
     }
+
+    #[test]
+    fn document_addition() {
+        let (index_scheduler, _dir) = index_scheduler();
+
+        let content = r#"
+        {
+            "id": 1,
+            "doggo": "bob"
+        }"#;
+
+        let (uuid, mut file) = index_scheduler.file_store.new_update().unwrap();
+        document_formats::read_json(content.as_bytes(), file.as_file_mut()).unwrap();
+        file.persist().unwrap();
+
+        index_scheduler
+            .register(KindWithContent::DocumentAddition {
+                index_uid: S("doggos"),
+                primary_key: Some(S("id")),
+                content_file: uuid,
+                documents_count: 100,
+                allow_index_creation: true,
+            })
+            .unwrap();
+
+        index_scheduler.tick().unwrap();
+
+        let doggos = index_scheduler.index("doggos").unwrap();
+
+        let rtxn = doggos.read_txn().unwrap();
+        let documents: Vec<_> = doggos
+            .all_documents(&rtxn)
+            .unwrap()
+            .collect::<std::result::Result<_, _>>()
+            .unwrap();
+
+        assert_smol_debug_snapshot!(documents, @r###"[{"id": Number(1), "doggo": String("bob")}]"###);
+    }
 }

index-scheduler/src/lib.rs

@@ -18,6 +18,11 @@ pub use task::TaskView as Task;
 
 #[cfg(test)]
 mod tests {
+    use milli::update::IndexerConfig;
+    use tempfile::TempDir;
+
+    use crate::IndexScheduler;
+
     #[macro_export]
     macro_rules! assert_smol_debug_snapshot {
         ($value:expr, @$snapshot:literal) => {{
@@ -33,4 +38,25 @@ mod tests {
             insta::assert_snapshot!($crate::_macro_support::AutoName, value, stringify!($value));
         }};
     }
+
+    pub fn index_scheduler() -> (IndexScheduler, TempDir) {
+        let dir = TempDir::new().unwrap();
+
+        (
+            IndexScheduler::new(
+                dir.path().join("db_path"),
+                dir.path().join("file_store"),
+                dir.path().join("indexes"),
+                1024 * 1024,
+                IndexerConfig::default(),
+            )
+            .unwrap(),
+            dir,
+        )
+    }
+
+    #[test]
+    fn simple_new() {
+        index_scheduler();
+    }
 }

index-scheduler/src/task.rs

@@ -1,5 +1,6 @@
 use anyhow::Result;
 use index::{Settings, Unchecked};
+use meilisearch_types::error::ResponseError;
 
 use milli::DocumentId;
 use serde::{Deserialize, Serialize, Serializer};
@@ -18,16 +19,6 @@ pub enum Status {
     Failed,
 }
 
-#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
-#[serde(rename_all = "camelCase")]
-pub struct Error {
-    message: String,
-    code: String,
-    #[serde(rename = "type")]
-    kind: String,
-    link: String,
-}
-
 #[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
 #[serde(rename_all = "camelCase")]
 pub struct TaskView {
@@ -38,7 +29,7 @@ pub struct TaskView {
     pub kind: Kind,
 
     pub details: Option<Details>,
-    pub error: Option<Error>,
+    pub error: Option<ResponseError>,
 
     #[serde(serialize_with = "serialize_duration")]
     pub duration: Option<Duration>,
@@ -62,7 +53,7 @@ pub struct Task {
     #[serde(with = "time::serde::rfc3339::option")]
     pub finished_at: Option<OffsetDateTime>,
 
-    pub error: Option<Error>,
+    pub error: Option<ResponseError>,
     pub details: Option<Details>,
 
     pub status: Status,

index/src/error.rs

@@ -1,7 +1,9 @@
 use std::error::Error;
+use std::fmt;
 
 use meilisearch_types::error::{Code, ErrorCode};
 use meilisearch_types::internal_error;
+use milli::UserError;
 use serde_json::Value;
 
 pub type Result<T> = std::result::Result<T, IndexError>;
@@ -27,6 +29,17 @@ internal_error!(
     milli::documents::Error
 );
 
+impl ErrorCode for IndexError {
+    fn error_code(&self) -> Code {
+        match self {
+            IndexError::Internal(_) => Code::Internal,
+            IndexError::DocumentNotFound(_) => Code::DocumentNotFound,
+            IndexError::Facet(e) => e.error_code(),
+            IndexError::Milli(e) => MilliError(e).error_code(),
+        }
+    }
+}
+
 impl From<milli::UserError> for IndexError {
     fn from(error: milli::UserError) -> IndexError {
         IndexError::Milli(error.into())
@@ -46,3 +59,53 @@ impl ErrorCode for FacetError {
         }
     }
 }
+
+#[derive(Debug)]
+pub struct MilliError<'a>(pub &'a milli::Error);
+
+impl Error for MilliError<'_> {}
+
+impl fmt::Display for MilliError<'_> {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        self.0.fmt(f)
+    }
+}
+
+impl ErrorCode for MilliError<'_> {
+    fn error_code(&self) -> Code {
+        match self.0 {
+            milli::Error::InternalError(_) => Code::Internal,
+            milli::Error::IoError(_) => Code::Internal,
+            milli::Error::UserError(ref error) => {
+                match error {
+                    // TODO: wait for spec for new error codes.
+                    UserError::SerdeJson(_)
+                    | UserError::InvalidLmdbOpenOptions
+                    | UserError::DocumentLimitReached
+                    | UserError::AccessingSoftDeletedDocument { .. }
+                    | UserError::UnknownInternalDocumentId { .. } => Code::Internal,
+                    UserError::InvalidStoreFile => Code::InvalidStore,
+                    UserError::NoSpaceLeftOnDevice => Code::NoSpaceLeftOnDevice,
+                    UserError::MaxDatabaseSizeReached => Code::DatabaseSizeLimitReached,
+                    UserError::AttributeLimitReached => Code::MaxFieldsLimitExceeded,
+                    UserError::InvalidFilter(_) => Code::Filter,
+                    UserError::MissingDocumentId { .. } => Code::MissingDocumentId,
+                    UserError::InvalidDocumentId { .. } | UserError::TooManyDocumentIds { .. } => {
+                        Code::InvalidDocumentId
+                    }
+                    UserError::MissingPrimaryKey => Code::MissingPrimaryKey,
+                    UserError::PrimaryKeyCannotBeChanged(_) => Code::PrimaryKeyAlreadyPresent,
+                    UserError::SortRankingRuleMissing => Code::Sort,
+                    UserError::InvalidFacetsDistribution { .. } => Code::BadRequest,
+                    UserError::InvalidSortableAttribute { .. } => Code::Sort,
+                    UserError::CriterionError(_) => Code::InvalidRankingRule,
+                    UserError::InvalidGeoField { .. } => Code::InvalidGeoField,
+                    UserError::SortError(_) => Code::Sort,
+                    UserError::InvalidMinTypoWordLenSetting(_, _) => {
+                        Code::InvalidMinWordLengthForTypo
+                    }
+                }
+            }
+        }
+    }
+}

index/src/index.rs

@@ -248,26 +248,20 @@ impl Index {
         limit: usize,
         attributes_to_retrieve: Option<Vec<S>>,
     ) -> Result<(u64, Vec<Document>)> {
-        let txn = self.read_txn()?;
+        let rtxn = self.read_txn()?;
-
-        let fields_ids_map = self.fields_ids_map(&txn)?;
-        let all_fields: Vec<_> = fields_ids_map.iter().map(|(id, _)| id).collect();
 
         let mut documents = Vec::new();
-        for entry in self.all_documents(&txn)?.skip(offset).take(limit) {
+        for document in self.all_documents(&rtxn)?.skip(offset).take(limit) {
-            let (_id, obkv) = entry?;
-            let document = obkv_to_json(&all_fields, &fields_ids_map, obkv)?;
             let document = match &attributes_to_retrieve {
                 Some(attributes_to_retrieve) => permissive_json_pointer::select_values(
-                    &document,
+                    &document?,
                     attributes_to_retrieve.iter().map(|s| s.as_ref()),
                 ),
-                None => document,
+                None => document?,
             };
             documents.push(document);
         }
-
+        let number_of_documents = self.number_of_documents(&rtxn)?;
-        let number_of_documents = self.number_of_documents(&txn)?;
 
         Ok((number_of_documents, documents))
     }
@@ -306,6 +300,21 @@ impl Index {
         Ok(document)
     }
 
+    pub fn all_documents<'a>(
+        &self,
+        rtxn: &'a RoTxn,
+    ) -> Result<impl Iterator<Item = Result<Document>> + 'a> {
+        let fields_ids_map = self.fields_ids_map(&rtxn)?;
+        let all_fields: Vec<_> = fields_ids_map.iter().map(|(id, _)| id).collect();
+
+        Ok(self.inner.all_documents(&rtxn)?.map(move |ret| {
+            ret.map_err(IndexError::from)
+                .and_then(|(_key, document)| -> Result<_> {
+                    Ok(obkv_to_json(&all_fields, &fields_ids_map, document)?)
+                })
+        }))
+    }
+
     pub fn size(&self) -> Result<u64> {
         Ok(self.inner.on_disk_size()?)
     }