Add vectors field and geo field to document trait

milli/src/update/new/document.rs

@@ -1,9 +1,9 @@
 use std::collections::BTreeSet;
 
 use heed::RoTxn;
+use raw_collections::RawMap;
 use serde_json::value::RawValue;
 
-use super::document_change::{Entry, Versions};
 use super::{KvReaderFieldId, KvWriterFieldId};
 use crate::documents::FieldIdMapper;
 use crate::vector::parsed_vectors::RESERVED_VECTORS_FIELD_NAME;
@@ -17,11 +17,26 @@ pub trait Document<'doc> {
     /// Iterate over all **top-level** fields of the document, returning their name and raw JSON value.
     ///
     /// - The returned values *may* contain nested fields.
-    /// - The `_vectors` field is **ignored** by this method, meaning it is **not returned** by this method.
+    /// - The `_vectors` and `_geo` fields are **ignored** by this method, meaning  they are **not returned** by this method.
     fn iter_top_level_fields(&self) -> impl Iterator<Item = Result<(&'doc str, &'doc RawValue)>>;
+
+    /// Returns the unparsed value of the `_vectors` field from the document data.
+    ///
+    /// This field alone is insufficient to retrieve vectors, as they may be stored in a dedicated location in the database.
+    /// Use a [`super::vector_document::VectorDocument`] to access the vector.
+    ///
+    /// This method is meant as a convenience for implementors of [`super::vector_document::VectorDocument`].
+    fn vectors_field(&self) -> Result<Option<&'doc RawValue>>;
+
+    /// Returns the unparsed value of the `_geo` field from the document data.
+    ///
+    /// This field alone is insufficient to retrieve geo data, as they may be stored in a dedicated location in the database.
+    /// Use a [`super::geo_document::GeoDocument`] to access the vector.
+    ///
+    /// This method is meant as a convenience for implementors of [`super::geo_document::GeoDocument`].
+    fn geo_field(&self) -> Result<Option<&'doc RawValue>>;
 }
 
-#[derive(Clone, Copy)]
 pub struct DocumentFromDb<'t, Mapper: FieldIdMapper>
 where
     Mapper: FieldIdMapper,
@@ -30,6 +45,14 @@ where
     content: &'t KvReaderFieldId,
 }
 
+impl<'t, Mapper: FieldIdMapper> Clone for DocumentFromDb<'t, Mapper> {
+    #[inline]
+    fn clone(&self) -> Self {
+        *self
+    }
+}
+impl<'t, Mapper: FieldIdMapper> Copy for DocumentFromDb<'t, Mapper> {}
+
 impl<'t, Mapper: FieldIdMapper> Document<'t> for DocumentFromDb<'t, Mapper> {
     fn iter_top_level_fields(&self) -> impl Iterator<Item = Result<(&'t str, &'t RawValue)>> {
         let mut it = self.content.iter();
@@ -53,6 +76,14 @@ impl<'t, Mapper: FieldIdMapper> Document<'t> for DocumentFromDb<'t, Mapper> {
             Some(res)
         })
     }
+
+    fn vectors_field(&self) -> Result<Option<&'t RawValue>> {
+        self.field(RESERVED_VECTORS_FIELD_NAME)
+    }
+
+    fn geo_field(&self) -> Result<Option<&'t RawValue>> {
+        self.field("_geo")
+    }
 }
 
 impl<'t, Mapper: FieldIdMapper> DocumentFromDb<'t, Mapper> {
@@ -66,6 +97,14 @@ impl<'t, Mapper: FieldIdMapper> DocumentFromDb<'t, Mapper> {
             reader.map(|reader| Self { fields_ids_map: db_fields_ids_map, content: reader })
         })
     }
+
+    pub fn field(&self, name: &str) -> Result<Option<&'t RawValue>> {
+        let Some(fid) = self.fields_ids_map.id(name) else {
+            return Ok(None);
+        };
+        let Some(value) = self.content.get(fid) else { return Ok(None) };
+        Ok(Some(serde_json::from_slice(value).map_err(InternalError::SerdeJson)?))
+    }
 }
 
 #[derive(Clone, Copy)]
@@ -81,29 +120,15 @@ impl<'doc> DocumentFromVersions<'doc> {
 
 impl<'doc> Document<'doc> for DocumentFromVersions<'doc> {
     fn iter_top_level_fields(&self) -> impl Iterator<Item = Result<(&'doc str, &'doc RawValue)>> {
-        match &self.versions {
+        self.versions.iter_top_level_fields().map(Ok)
-            Versions::Single(version) => either::Either::Left(version.iter_top_level_fields()),
+    }
-            Versions::Multiple(versions) => {
-                let mut seen_fields = BTreeSet::new();
-                let mut it = versions.iter().rev().flat_map(|version| version.iter()).copied();
-                either::Either::Right(std::iter::from_fn(move || loop {
-                    let (name, value) = it.next()?;
 
-                    if seen_fields.contains(name) {
+    fn vectors_field(&self) -> Result<Option<&'doc RawValue>> {
-                        continue;
+        Ok(self.versions.vectors_field())
     }
-                    seen_fields.insert(name);
-                    return Some(Ok((name, value)));
-                }))
-            }
-        }
-    }
-}
 
-// used in document from payload
+    fn geo_field(&self) -> Result<Option<&'doc RawValue>> {
-impl<'doc> Document<'doc> for &'doc [Entry<'doc>] {
+        Ok(self.versions.geo_field())
-    fn iter_top_level_fields(&self) -> impl Iterator<Item = Result<Entry<'doc>>> {
-        self.iter().copied().map(|(k, v)| Ok((k, v)))
     }
 }
 
@@ -164,6 +189,26 @@ impl<'d, 'doc: 'd, 't: 'd, Mapper: FieldIdMapper> Document<'d>
             }
         })
     }
+
+    fn vectors_field(&self) -> Result<Option<&'d RawValue>> {
+        if let Some(vectors) = self.new_doc.vectors_field()? {
+            return Ok(Some(vectors));
+        }
+
+        let Some(db) = self.db else { return Ok(None) };
+
+        db.vectors_field()
+    }
+
+    fn geo_field(&self) -> Result<Option<&'d RawValue>> {
+        if let Some(geo) = self.new_doc.geo_field()? {
+            return Ok(Some(geo));
+        }
+
+        let Some(db) = self.db else { return Ok(None) };
+
+        db.geo_field()
+    }
 }
 
 impl<'doc, D> Document<'doc> for &D
@@ -173,6 +218,14 @@ where
     fn iter_top_level_fields(&self) -> impl Iterator<Item = Result<(&'doc str, &'doc RawValue)>> {
         D::iter_top_level_fields(self)
     }
+
+    fn vectors_field(&self) -> Result<Option<&'doc RawValue>> {
+        D::vectors_field(self)
+    }
+
+    fn geo_field(&self) -> Result<Option<&'doc RawValue>> {
+        D::geo_field(self)
+    }
 }
 
 /// Turn this document into an obkv, whose fields are indexed by the provided `FieldIdMapper`.
@@ -245,3 +298,52 @@ where
     writer.finish().unwrap();
     Ok(KvReaderFieldId::from_slice(document_buffer))
 }
+
+pub type Entry<'doc> = (&'doc str, &'doc RawValue);
+
+#[derive(Clone, Copy)]
+pub struct Versions<'doc> {
+    data: &'doc [Entry<'doc>],
+    vectors: Option<&'doc RawValue>,
+    geo: Option<&'doc RawValue>,
+}
+
+impl<'doc> Versions<'doc> {
+    pub fn multiple(
+        mut versions: impl Iterator<Item = Result<RawMap<'doc>>>,
+    ) -> Result<Option<Self>> {
+        let Some(data) = versions.next() else { return Ok(None) };
+        let mut data = data?;
+        for future_version in versions {
+            let future_version = future_version?;
+            for (field, value) in future_version {
+                data.insert(field, value);
+            }
+        }
+        Ok(Some(Self::single(data)))
+    }
+
+    pub fn single(version: RawMap<'doc>) -> Self {
+        let vectors_id = version.get_index(RESERVED_VECTORS_FIELD_NAME);
+        let geo_id = version.get_index("_geo");
+        let mut data = version.into_vec();
+        let geo = geo_id.map(|geo_id| data.remove(geo_id).1);
+        let vectors = vectors_id.map(|vectors_id| data.remove(vectors_id).1);
+
+        let data = data.into_bump_slice();
+
+        Self { data, geo, vectors }
+    }
+
+    pub fn iter_top_level_fields(&self) -> impl Iterator<Item = Entry<'doc>> {
+        self.data.iter().copied()
+    }
+
+    pub fn vectors_field(&self) -> Option<&'doc RawValue> {
+        self.vectors
+    }
+
+    pub fn geo_field(&self) -> Option<&'doc RawValue> {
+        self.geo
+    }
+}

milli/src/update/new/document_change.rs

@@ -1,5 +1,4 @@
 use heed::RoTxn;
-use serde_json::value::RawValue;
 
 use super::document::{DocumentFromDb, DocumentFromVersions, MergedDocument};
 use crate::documents::FieldIdMapper;
@@ -138,11 +137,3 @@ impl<'doc> Update<'doc> {
         }
     }
 }
-
-pub type Entry<'doc> = (&'doc str, &'doc RawValue);
-
-#[derive(Clone, Copy)]
-pub enum Versions<'doc> {
-    Single(&'doc [Entry<'doc>]),
-    Multiple(&'doc [&'doc [Entry<'doc>]]),
-}

milli/src/update/new/indexer/document_operation.rs

@@ -2,7 +2,6 @@ use bumpalo::collections::CollectIn;
 use bumpalo::Bump;
 use heed::RoTxn;
 use memmap2::Mmap;
-use rayon::iter::IntoParallelIterator;
 use rayon::slice::ParallelSlice;
 use serde_json::value::RawValue;
 use IndexDocumentsMethod as Idm;
@@ -10,8 +9,7 @@ use IndexDocumentsMethod as Idm;
 use super::super::document_change::DocumentChange;
 use super::document_changes::{DocumentChangeContext, DocumentChanges, MostlySend};
 use crate::documents::PrimaryKey;
-use crate::update::new::document::DocumentFromVersions;
+use crate::update::new::document::{DocumentFromVersions, Versions};
-use crate::update::new::document_change::Versions;
 use crate::update::new::{Deletion, Insertion, Update};
 use crate::update::{AvailableIds, IndexDocumentsMethod};
 use crate::{DocumentId, Error, FieldsIdsMap, Index, Result, UserError};
@@ -291,8 +289,7 @@ impl MergeChanges for MergeDocumentForReplacement {
                 let document = raw_collections::RawMap::from_raw_value(document, doc_alloc)
                     .map_err(UserError::SerdeJson)?;
 
-                let document = document.into_bump_slice();
+                let document = DocumentFromVersions::new(Versions::single(document));
-                let document = DocumentFromVersions::new(Versions::Single(document));
 
                 if is_new {
                     Ok(Some(DocumentChange::Insertion(Insertion::create(
@@ -365,9 +362,22 @@ impl MergeChanges for MergeDocumentForUpdates {
             };
         }
 
-        let mut versions = bumpalo::collections::Vec::with_capacity_in(operations.len(), doc_alloc);
+        let versions = match operations {
+            [single] => {
+                let DocumentOffset { content } = match single {
+                    InnerDocOp::Addition(offset) => offset,
+                    InnerDocOp::Deletion => {
+                        unreachable!("Deletion in document operations")
+                    }
+                };
+                let document = serde_json::from_slice(content).unwrap();
+                let document = raw_collections::RawMap::from_raw_value(document, doc_alloc)
+                    .map_err(UserError::SerdeJson)?;
 
-        for operation in operations {
+                Some(Versions::single(document))
+            }
+            operations => {
+                let versions = operations.iter().map(|operation| {
                     let DocumentOffset { content } = match operation {
                         InnerDocOp::Addition(offset) => offset,
                         InnerDocOp::Deletion => {
@@ -378,17 +388,14 @@ impl MergeChanges for MergeDocumentForUpdates {
                     let document = serde_json::from_slice(content).unwrap();
                     let document = raw_collections::RawMap::from_raw_value(document, doc_alloc)
                         .map_err(UserError::SerdeJson)?;
-
+                    Ok(document)
-            let document = document.into_bump_slice();
+                });
-            versions.push(document);
+                Versions::multiple(versions)?
             }
-
-        let versions = versions.into_bump_slice();
-        let versions = match versions {
-            [single] => Versions::Single(single),
-            versions => Versions::Multiple(versions),
         };
 
+        let Some(versions) = versions else { return Ok(None) };
+
         let document = DocumentFromVersions::new(versions);
 
         if is_new {