Merge pull request #182 from meilisearch/replace-sled-by-rocksdb

Replace sled by RocksDB

README.md

@@ -22,7 +22,7 @@ A _full-text search database_ using a key-value store internally.
 
 
 
-It uses [sled](https://github.com/spacejam/sled) as the internal key-value store. The key-value store allows us to handle updates and queries with small memory and CPU overheads. The whole ranking system is [data oriented](https://github.com/meilisearch/MeiliDB/issues/82) and provides great performances.
+It uses [RocksDB](https://github.com/facebook/rocksdb) as the internal key-value store. The key-value store allows us to handle updates and queries with small memory and CPU overheads. The whole ranking system is [data oriented](https://github.com/meilisearch/MeiliDB/issues/82) and provides great performances.
 
 You can [read the deep dive](deep-dive.md) if you want more information on the engine, it describes the whole process of generating updates and handling queries or you can take a look at the [typos and ranking rules](typos-ranking-rules.md) if you want to know the default rules used to sort the documents.
 

meilidb-data/Cargo.toml

@@ -7,6 +7,7 @@ edition = "2018"
 [dependencies]
 arc-swap = "0.4.2"
 bincode = "1.1.4"
+crossbeam-channel = "0.3.9"
 deunicode = "1.0.0"
 hashbrown = { version = "0.6.0", features = ["serde"] }
 log = "0.4.6"
@@ -14,11 +15,11 @@ meilidb-core = { path = "../meilidb-core", version = "0.1.0" }
 meilidb-schema = { path = "../meilidb-schema", version = "0.1.0" }
 meilidb-tokenizer = { path = "../meilidb-tokenizer", version = "0.1.0" }
 ordered-float = { version = "1.0.2", features = ["serde"] }
+rocksdb = "0.12.3"
 sdset = "0.3.2"
 serde = { version = "1.0.99", features = ["derive"] }
 serde_json = "1.0.40"
 siphasher = "0.3.0"
-sled = "0.26.0"
 zerocopy = "0.2.8"
 
 [dependencies.rmp-serde]

meilidb-data/src/cf_tree.rs

@@ -0,0 +1,113 @@
+use std::sync::Arc;
+use crossbeam_channel::{unbounded, Sender, Receiver};
+use rocksdb::{DBVector, IteratorMode, Direction};
+use crate::RocksDbResult;
+
+#[derive(Clone)]
+pub struct CfTree {
+    index: Arc<CfTreeInner>,
+    sender: Option<Sender<()>>,
+}
+
+struct CfTreeInner {
+    db: Arc<rocksdb::DB>,
+    name: String,
+}
+
+impl CfTree {
+    pub fn create(db: Arc<rocksdb::DB>, name: String) -> RocksDbResult<CfTree> {
+        let mut options = rocksdb::Options::default();
+        options.create_missing_column_families(true);
+
+        let _cf = db.create_cf(&name, &options)?;
+        let index = Arc::new(CfTreeInner { db, name });
+
+        Ok(CfTree { index, sender: None })
+    }
+
+    pub fn create_with_subcription(
+        db: Arc<rocksdb::DB>,
+        name: String,
+    ) -> RocksDbResult<(CfTree, Receiver<()>)>
+    {
+        let mut options = rocksdb::Options::default();
+        options.create_missing_column_families(true);
+
+        let _cf = db.create_cf(&name, &options)?;
+        let index = Arc::new(CfTreeInner { db, name });
+        let (sender, receiver) = unbounded();
+
+        Ok((CfTree { index, sender: Some(sender) }, receiver))
+    }
+
+    pub fn insert<K, V>(&self, key: K, value: V) -> RocksDbResult<()>
+    where K: AsRef<[u8]>,
+          V: AsRef<[u8]>,
+    {
+        let cf = self.index.db.cf_handle(&self.index.name).unwrap();
+        let result = self.index.db.put_cf(cf, key, value);
+
+        if let Some(sender) = &self.sender {
+            let _err = sender.send(());
+        }
+
+        result
+    }
+
+    pub fn get<K>(&self, key: K) -> RocksDbResult<Option<DBVector>>
+    where K: AsRef<[u8]>,
+    {
+        let cf = self.index.db.cf_handle(&self.index.name).unwrap();
+        self.index.db.get_cf(cf, key)
+    }
+
+    pub fn remove<K>(&self, key: K) -> RocksDbResult<()>
+    where K: AsRef<[u8]>
+    {
+        let cf = self.index.db.cf_handle(&self.index.name).unwrap();
+        self.index.db.delete_cf(cf, key)
+    }
+
+    /// Start and end key range is inclusive on both bounds.
+    pub fn range<KS, KE>(&self, start: KS, end: KE) -> RocksDbResult<CfIter>
+    where KS: AsRef<[u8]>,
+          KE: AsRef<[u8]>,
+    {
+        let cf = self.index.db.cf_handle(&self.index.name).unwrap();
+
+        let mut iter = self.index.db.iterator_cf(cf, IteratorMode::Start)?;
+        iter.set_mode(IteratorMode::From(start.as_ref(), Direction::Forward));
+
+        let end_bound = Box::from(end.as_ref());
+        Ok(CfIter { iter, end_bound: Some(end_bound) })
+    }
+
+    pub fn iter(&self) -> RocksDbResult<CfIter> {
+        let cf = self.index.db.cf_handle(&self.index.name).unwrap();
+        let iter = self.index.db.iterator_cf(cf, IteratorMode::Start)?;
+        Ok(CfIter { iter, end_bound: None })
+    }
+
+    pub fn last_key(&self) -> RocksDbResult<Option<Box<[u8]>>> {
+        let cf = self.index.db.cf_handle(&self.index.name).unwrap();
+        let mut iter = self.index.db.iterator_cf(cf, IteratorMode::End)?;
+        Ok(iter.next().map(|(key, _)| key))
+    }
+}
+
+pub struct CfIter<'a> {
+    iter: rocksdb::DBIterator<'a>,
+    end_bound: Option<Box<[u8]>>,
+}
+
+impl Iterator for CfIter<'_> {
+    type Item = (Box<[u8]>, Box<[u8]>);
+
+    fn next(&mut self) -> Option<Self::Item> {
+        match (self.iter.next(), &self.end_bound) {
+            (Some((ref key, _)), Some(end_bound)) if key > end_bound => None,
+            (Some(entry), _) => Some(entry),
+            (None, _) => None,
+        }
+    }
+}

meilidb-data/src/database/error.rs

@@ -7,7 +7,7 @@ pub enum Error {
     SchemaMissing,
     WordIndexMissing,
     MissingDocumentId,
-    SledError(sled::Error),
+    RocksDbError(rocksdb::Error),
     FstError(fst::Error),
     RmpDecodeError(rmp_serde::decode::Error),
     RmpEncodeError(rmp_serde::encode::Error),
@@ -15,9 +15,9 @@ pub enum Error {
     SerializerError(SerializerError),
 }
 
-impl From<sled::Error> for Error {
+impl From<rocksdb::Error> for Error {
-    fn from(error: sled::Error) -> Error {
+    fn from(error: rocksdb::Error) -> Error {
-        Error::SledError(error)
+        Error::RocksDbError(error)
     }
 }
 
@@ -59,7 +59,7 @@ impl fmt::Display for Error {
             SchemaMissing => write!(f, "this index does not have a schema"),
             WordIndexMissing => write!(f, "this index does not have a word index"),
             MissingDocumentId => write!(f, "document id is missing"),
-            SledError(e) => write!(f, "Sled error; {}", e),
+            RocksDbError(e) => write!(f, "RocksDB error; {}", e),
             FstError(e) => write!(f, "fst error; {}", e),
             RmpDecodeError(e) => write!(f, "rmp decode error; {}", e),
             RmpEncodeError(e) => write!(f, "rmp encode error; {}", e),

meilidb-data/src/database/index/custom_settings_index.rs

@@ -1,11 +1,10 @@
-use std::sync::Arc;
 use std::ops::Deref;
 
 #[derive(Clone)]
-pub struct CustomSettingsIndex(pub(crate) Arc<sled::Tree>);
+pub struct CustomSettingsIndex(pub(crate) crate::CfTree);
 
 impl Deref for CustomSettingsIndex {
-    type Target = sled::Tree;
+    type Target = crate::CfTree;
 
     fn deref(&self) -> &Self::Target {
         &self.0

meilidb-data/src/database/index/docs_words_index.rs

@@ -3,7 +3,7 @@ use meilidb_core::DocumentId;
 use crate::database::Error;
 
 #[derive(Clone)]
-pub struct DocsWordsIndex(pub Arc<sled::Tree>);
+pub struct DocsWordsIndex(pub crate::CfTree);
 
 impl DocsWordsIndex {
     pub fn doc_words(&self, id: DocumentId) -> Result<Option<fst::Set>, Error> {

meilidb-data/src/database/index/documents_index.rs

@@ -1,64 +1,62 @@
-use std::sync::Arc;
 use std::convert::TryInto;
-use std::ops::Bound;
 
 use meilidb_core::DocumentId;
 use meilidb_schema::SchemaAttr;
+use rocksdb::DBVector;
 
 use crate::document_attr_key::DocumentAttrKey;
+use crate::RocksDbResult;
 
-fn document_fields_range(id: DocumentId) -> (Bound<[u8; 10]>, Bound<[u8; 10]>) {
+fn document_fields_range(id: DocumentId) -> ([u8; 10], [u8; 10]) {
     let start = DocumentAttrKey::new(id, SchemaAttr::min()).to_be_bytes();
     let end   = DocumentAttrKey::new(id, SchemaAttr::max()).to_be_bytes();
 
-    (Bound::Included(start), Bound::Included(end))
+    (start, end)
 }
 
 #[derive(Clone)]
-pub struct DocumentsIndex(pub(crate) Arc<sled::Tree>);
+pub struct DocumentsIndex(pub(crate) crate::CfTree);
 
 impl DocumentsIndex {
-    pub fn document_field(&self, id: DocumentId, attr: SchemaAttr) -> sled::Result<Option<sled::IVec>> {
+    pub fn document_field(&self, id: DocumentId, attr: SchemaAttr) -> RocksDbResult<Option<DBVector>> {
         let key = DocumentAttrKey::new(id, attr).to_be_bytes();
         self.0.get(key)
     }
 
-    pub fn set_document_field(&self, id: DocumentId, attr: SchemaAttr, value: Vec<u8>) -> sled::Result<()> {
+    pub fn set_document_field(&self, id: DocumentId, attr: SchemaAttr, value: Vec<u8>) -> RocksDbResult<()> {
         let key = DocumentAttrKey::new(id, attr).to_be_bytes();
         self.0.insert(key, value)?;
         Ok(())
     }
 
-    pub fn del_document_field(&self, id: DocumentId, attr: SchemaAttr) -> sled::Result<()> {
+    pub fn del_document_field(&self, id: DocumentId, attr: SchemaAttr) -> RocksDbResult<()> {
         let key = DocumentAttrKey::new(id, attr).to_be_bytes();
         self.0.remove(key)?;
         Ok(())
     }
 
-    pub fn del_all_document_fields(&self, id: DocumentId) -> sled::Result<()> {
+    pub fn del_all_document_fields(&self, id: DocumentId) -> RocksDbResult<()> {
-        let range = document_fields_range(id);
+        let (start, end) = document_fields_range(id);
 
-        for result in self.0.range(range) {
+        for (key, _) in self.0.range(start, end)? {
-            let (key, _) = result?;
             self.0.remove(key)?;
         }
 
         Ok(())
     }
 
-    pub fn document_fields(&self, id: DocumentId) -> DocumentFieldsIter {
+    pub fn document_fields(&self, id: DocumentId) -> RocksDbResult<DocumentFieldsIter> {
-        let range = document_fields_range(id);
+        let (start, end) = document_fields_range(id);
 
-        let iter = self.0.range(range);
+        let iter = self.0.range(start, end)?;
-        DocumentFieldsIter(iter)
+        Ok(DocumentFieldsIter(iter))
     }
 
-    pub fn len(&self) -> sled::Result<usize> {
+    pub fn len(&self) -> RocksDbResult<usize> {
         let mut last_document_id = None;
         let mut count = 0;
 
-        for result in self.0.iter() {
+        for (key, _) in self.0.iter()? {
-            let (key, _) = result?;
             let array = key.as_ref().try_into().unwrap();
             let document_id = DocumentAttrKey::from_be_bytes(array).document_id;
 
@@ -72,19 +70,18 @@ impl DocumentsIndex {
     }
 }
 
-pub struct DocumentFieldsIter<'a>(sled::Iter<'a>);
+pub struct DocumentFieldsIter<'a>(crate::CfIter<'a>);
 
 impl Iterator for DocumentFieldsIter<'_> {
-    type Item = sled::Result<(SchemaAttr, sled::IVec)>;
+    type Item = (SchemaAttr, Box<[u8]>);
 
     fn next(&mut self) -> Option<Self::Item> {
         match self.0.next() {
-            Some(Ok((key, value))) => {
+            Some((key, value)) => {
                 let array = key.as_ref().try_into().unwrap();
                 let key = DocumentAttrKey::from_be_bytes(array);
-                Some(Ok((key.attribute, value)))
+                Some((key.attribute, value))
             },
-            Some(Err(e)) => return Some(Err(e)),
             None => None,
         }
     }

meilidb-data/src/database/index/main_index.rs

@@ -11,7 +11,7 @@ const SYNONYMS_KEY:   &str = "synonyms";
 const RANKED_MAP_KEY: &str = "ranked-map";
 
 #[derive(Clone)]
-pub struct MainIndex(pub(crate) Arc<sled::Tree>);
+pub struct MainIndex(pub(crate) crate::CfTree);
 
 impl MainIndex {
     pub fn schema(&self) -> Result<Option<Schema>, Error> {

meilidb-data/src/database/index/mod.rs

@@ -1,17 +1,19 @@
 use std::collections::{HashSet, BTreeMap};
 use std::convert::TryInto;
 use std::sync::Arc;
+use std::sync::atomic::{AtomicU64, Ordering};
 use std::thread;
 use std::time::{Duration, Instant};
 
 use arc_swap::{ArcSwap, ArcSwapOption, Guard};
+use crossbeam_channel::Receiver;
 use meilidb_core::criterion::Criteria;
 use meilidb_core::{DocIndex, Store, DocumentId, QueryBuilder};
 use meilidb_schema::Schema;
 use sdset::SetBuf;
 use serde::{de, Serialize, Deserialize};
-use sled::Transactional;
 
+use crate::CfTree;
 use crate::ranked_map::RankedMap;
 use crate::serde::{Deserializer, DeserializerError};
 
@@ -22,6 +24,7 @@ use self::main_index::MainIndex;
 use self::synonyms_index::SynonymsIndex;
 use self::words_index::WordsIndex;
 
+use crate::RocksDbResult;
 use crate::database::{
     Error,
     DocumentsAddition, DocumentsDeletion,
@@ -37,13 +40,6 @@ mod main_index;
 mod synonyms_index;
 mod words_index;
 
-fn event_is_set(event: &sled::Event) -> bool {
-    match event {
-        sled::Event::Set(_, _) => true,
-        _ => false,
-    }
-}
-
 #[derive(Deserialize)]
 enum UpdateOwned {
     DocumentsAddition(Vec<rmpv::Value>),
@@ -81,19 +77,18 @@ pub struct UpdateStatus {
     pub detailed_duration: DetailedDuration,
 }
 
-fn spawn_update_system(index: Index) -> thread::JoinHandle<()> {
+fn spawn_update_system(index: Index, subscription: Receiver<()>) -> thread::JoinHandle<()> {
     thread::spawn(move || {
+        let mut subscription = subscription.into_iter();
+
         loop {
-            let subscription = index.updates_index.watch_prefix(vec![]);
+            while let Some((key, _)) = index.updates_index.iter().unwrap().next() {
-            while let Some(result) = index.updates_index.iter().next() {
-                let (key, _) = result.unwrap();
                 let update_id = key.as_ref().try_into().map(u64::from_be_bytes).unwrap();
 
                 let updates = &index.updates_index;
                 let results = &index.updates_results_index;
 
-                (updates, results).transaction(|(updates, results)| {
+                let update = updates.get(&key).unwrap().unwrap();
-                    let update = updates.remove(&key)?.unwrap();
 
                 let (update_type, result, duration) = match rmp_serde::from_read_ref(&update).unwrap() {
                     UpdateOwned::DocumentsAddition(documents) => {
@@ -137,18 +132,35 @@ fn spawn_update_system(index: Index) -> thread::JoinHandle<()> {
                 }
 
                 let value = bincode::serialize(&status).unwrap();
-                    results.insert(&key, value)
+                results.insert(&key, value).unwrap();
-                })
+                updates.remove(&key).unwrap();
-                .unwrap();
             }
 
             // this subscription is just used to block
             // the loop until a new update is inserted
-            subscription.filter(event_is_set).next();
+            subscription.next();
         }
     })
 }
 
+fn last_update_id(
+    update_index: &crate::CfTree,
+    update_results_index: &crate::CfTree,
+) -> RocksDbResult<u64>
+{
+    let uikey = match update_index.last_key()? {
+        Some(key) => Some(key.as_ref().try_into().map(u64::from_be_bytes).unwrap()),
+        None => None,
+    };
+
+    let urikey = match update_results_index.last_key()? {
+        Some(key) => Some(key.as_ref().try_into().map(u64::from_be_bytes).unwrap()),
+        None => None,
+    };
+
+    Ok(uikey.max(urikey).unwrap_or(0))
+}
+
 #[derive(Copy, Clone)]
 pub struct IndexStats {
     pub number_of_words: usize,
@@ -169,9 +181,9 @@ pub struct Index {
     custom_settings_index: CustomSettingsIndex,
 
     // used by the update system
-    db: sled::Db,
+    updates_id: Arc<AtomicU64>,
-    updates_index: Arc<sled::Tree>,
+    updates_index: crate::CfTree,
-    updates_results_index: Arc<sled::Tree>,
+    updates_results_index: crate::CfTree,
     update_callback: Arc<ArcSwapOption<Box<dyn Fn(UpdateStatus) + Send + Sync + 'static>>>,
 }
 
@@ -183,23 +195,23 @@ pub(crate) struct Cache {
 }
 
 impl Index {
-    pub fn new(db: sled::Db, name: &str) -> Result<Index, Error> {
+    pub fn new(db: Arc<rocksdb::DB>, name: &str) -> Result<Index, Error> {
         Index::new_raw(db, name, None)
     }
 
-    pub fn with_schema(db: sled::Db, name: &str, schema: Schema) -> Result<Index, Error> {
+    pub fn with_schema(db: Arc<rocksdb::DB>, name: &str, schema: Schema) -> Result<Index, Error> {
         Index::new_raw(db, name, Some(schema))
     }
 
-    fn new_raw(db: sled::Db, name: &str, schema: Option<Schema>) -> Result<Index, Error> {
+    fn new_raw(db: Arc<rocksdb::DB>, name: &str, schema: Option<Schema>) -> Result<Index, Error> {
-        let main_index = db.open_tree(name).map(MainIndex)?;
+        let main_index = CfTree::create(db.clone(), name.to_string()).map(MainIndex)?;
-        let synonyms_index = db.open_tree(format!("{}-synonyms", name)).map(SynonymsIndex)?;
+        let synonyms_index = CfTree::create(db.clone(), format!("{}-synonyms", name)).map(SynonymsIndex)?;
-        let words_index = db.open_tree(format!("{}-words", name)).map(WordsIndex)?;
+        let words_index = CfTree::create(db.clone(), format!("{}-words", name)).map(WordsIndex)?;
-        let docs_words_index = db.open_tree(format!("{}-docs-words", name)).map(DocsWordsIndex)?;
+        let docs_words_index = CfTree::create(db.clone(), format!("{}-docs-words", name)).map(DocsWordsIndex)?;
-        let documents_index = db.open_tree(format!("{}-documents", name)).map(DocumentsIndex)?;
+        let documents_index = CfTree::create(db.clone(), format!("{}-documents", name)).map(DocumentsIndex)?;
-        let custom_settings_index = db.open_tree(format!("{}-custom", name)).map(CustomSettingsIndex)?;
+        let custom_settings_index = CfTree::create(db.clone(), format!("{}-custom", name)).map(CustomSettingsIndex)?;
-        let updates_index = db.open_tree(format!("{}-updates", name))?;
+        let (updates_index, subscription) = CfTree::create_with_subcription(db.clone(), format!("{}-updates", name))?;
-        let updates_results_index = db.open_tree(format!("{}-updates-results", name))?;
+        let updates_results_index = CfTree::create(db.clone(), format!("{}-updates-results", name))?;
 
         let words = match main_index.words_set()? {
             Some(words) => Arc::new(words),
@@ -232,6 +244,9 @@ impl Index {
         let cache = Cache { words, synonyms, schema, ranked_map };
         let cache = Arc::new(ArcSwap::from_pointee(cache));
 
+        let last_update_id = last_update_id(&updates_index, &updates_results_index)?;
+        let updates_id = Arc::new(AtomicU64::new(last_update_id + 1));
+
         let index = Index {
             cache,
             main_index,
@@ -240,13 +255,13 @@ impl Index {
             docs_words_index,
             documents_index,
             custom_settings_index,
-            db,
+            updates_id,
             updates_index,
             updates_results_index,
             update_callback: Arc::new(ArcSwapOption::empty()),
         };
 
-        let _handle = spawn_update_system(index.clone());
+        let _handle = spawn_update_system(index.clone(), subscription);
 
         Ok(index)
     }
@@ -261,7 +276,7 @@ impl Index {
         self.update_callback.store(None);
     }
 
-    pub fn stats(&self) -> sled::Result<IndexStats> {
+    pub fn stats(&self) -> RocksDbResult<IndexStats> {
         let cache = self.cache.load();
         Ok(IndexStats {
             number_of_words: cache.words.len(),
@@ -340,17 +355,15 @@ impl Index {
         update_id: u64,
     ) -> Result<UpdateStatus, Error>
     {
-        let update_id_bytes = update_id.to_be_bytes().to_vec();
-        let mut subscription = self.updates_results_index.watch_prefix(update_id_bytes);
-
         // if we find the update result return it now
         if let Some(result) = self.update_status(update_id)? {
             return Ok(result)
         }
 
-        // this subscription is used to block the thread
+        loop {
-        // until the update_id is inserted in the tree
+            if self.updates_results_index.get(&update_id.to_be_bytes())?.is_some() { break }
-        subscription.next();
+            std::thread::sleep(Duration::from_millis(300));
+        }
 
         // the thread has been unblocked, it means that the update result
         // has been inserted in the tree, retrieve it
@@ -429,11 +442,9 @@ impl Index {
     }
 
     fn raw_push_update(&self, raw_update: Vec<u8>) -> Result<u64, Error> {
-        let update_id = self.db.generate_id()?;
+        let update_id = self.updates_id.fetch_add(1, Ordering::SeqCst);
         let update_id_array = update_id.to_be_bytes();
-
         self.updates_index.insert(update_id_array, raw_update)?;
-
         Ok(update_id)
     }
 }

meilidb-data/src/database/index/synonyms_index.rs

@@ -1,21 +1,21 @@
-use std::sync::Arc;
+use crate::RocksDbResult;
 
 #[derive(Clone)]
-pub struct SynonymsIndex(pub(crate) Arc<sled::Tree>);
+pub struct SynonymsIndex(pub(crate) crate::CfTree);
 
 impl SynonymsIndex {
-    pub fn alternatives_to(&self, word: &[u8]) -> sled::Result<Option<fst::Set>> {
+    pub fn alternatives_to(&self, word: &[u8]) -> RocksDbResult<Option<fst::Set>> {
         match self.0.get(word)? {
             Some(vector) => Ok(Some(fst::Set::from_bytes(vector.to_vec()).unwrap())),
             None => Ok(None),
         }
     }
 
-    pub fn set_alternatives_to(&self, word: &[u8], value: Vec<u8>) -> sled::Result<()> {
+    pub fn set_alternatives_to(&self, word: &[u8], value: Vec<u8>) -> RocksDbResult<()> {
         self.0.insert(word, value).map(drop)
     }
 
-    pub fn del_alternatives_of(&self, word: &[u8]) -> sled::Result<()> {
+    pub fn del_alternatives_of(&self, word: &[u8]) -> RocksDbResult<()> {
         self.0.remove(word).map(drop)
     }
 }

meilidb-data/src/database/index/words_index.rs

@@ -1,14 +1,13 @@
-use std::sync::Arc;
-
 use meilidb_core::DocIndex;
 use sdset::{Set, SetBuf};
 use zerocopy::{LayoutVerified, AsBytes};
+use crate::RocksDbResult;
 
 #[derive(Clone)]
-pub struct WordsIndex(pub(crate) Arc<sled::Tree>);
+pub struct WordsIndex(pub(crate) crate::CfTree);
 
 impl WordsIndex {
-    pub fn doc_indexes(&self, word: &[u8]) -> sled::Result<Option<SetBuf<DocIndex>>> {
+    pub fn doc_indexes(&self, word: &[u8]) -> RocksDbResult<Option<SetBuf<DocIndex>>> {
         // we must force an allocation to make the memory aligned
         match self.0.get(word)? {
             Some(bytes) => {
@@ -36,11 +35,11 @@ impl WordsIndex {
         }
     }
 
-    pub fn set_doc_indexes(&self, word: &[u8], set: &Set<DocIndex>) -> sled::Result<()> {
+    pub fn set_doc_indexes(&self, word: &[u8], set: &Set<DocIndex>) -> RocksDbResult<()> {
         self.0.insert(word, set.as_bytes()).map(drop)
     }
 
-    pub fn del_doc_indexes(&self, word: &[u8]) -> sled::Result<()> {
+    pub fn del_doc_indexes(&self, word: &[u8]) -> RocksDbResult<()> {
         self.0.remove(word).map(drop)
     }
 }

meilidb-data/src/database/mod.rs

@@ -1,6 +1,7 @@
 use std::collections::hash_map::Entry;
 use std::collections::{HashSet, HashMap};
 use std::path::Path;
+use std::sync::Arc;
 use std::sync::RwLock;
 use meilidb_schema::Schema;
 
@@ -21,8 +22,10 @@ use self::update::apply_documents_deletion;
 use self::update::apply_synonyms_addition;
 use self::update::apply_synonyms_deletion;
 
-fn load_indexes(tree: &sled::Tree) -> Result<HashSet<String>, Error> {
+const INDEXES_KEY: &str = "indexes";
-    match tree.get("indexes")? {
+
+fn load_indexes(tree: &rocksdb::DB) -> Result<HashSet<String>, Error> {
+    match tree.get(INDEXES_KEY)? {
         Some(bytes) => Ok(bincode::deserialize(&bytes)?),
         None => Ok(HashSet::new())
     }
@@ -30,13 +33,18 @@ fn load_indexes(tree: &sled::Tree) -> Result<HashSet<String>, Error> {
 
 pub struct Database {
     cache: RwLock<HashMap<String, Index>>,
-    inner: sled::Db,
+    inner: Arc<rocksdb::DB>,
 }
 
 impl Database {
     pub fn open<P: AsRef<Path>>(path: P) -> Result<Database, Error> {
         let cache = RwLock::new(HashMap::new());
-        let inner = sled::Db::open(path)?;
+
+        let mut options = rocksdb::Options::default();
+        options.create_if_missing(true);
+
+        let cfs = rocksdb::DB::list_cf(&options, &path).unwrap_or_default();
+        let inner = Arc::new(rocksdb::DB::open_cf(&options, path, cfs)?);
 
         let indexes = load_indexes(&inner)?;
         let database = Database { cache, inner };
@@ -54,7 +62,7 @@ impl Database {
 
     fn set_indexes(&self, value: &HashSet<String>) -> Result<(), Error> {
         let bytes = bincode::serialize(value)?;
-        self.inner.insert("indexes", bytes)?;
+        self.inner.put(INDEXES_KEY, bytes)?;
         Ok(())
     }
 

meilidb-data/src/lib.rs

@@ -1,3 +1,4 @@
+mod cf_tree;
 mod database;
 mod document_attr_key;
 mod indexer;
@@ -5,8 +6,10 @@ mod number;
 mod ranked_map;
 mod serde;
 
-pub use sled;
+pub use self::cf_tree::{CfTree, CfIter};
 pub use self::database::{Database, Index, CustomSettingsIndex};
 pub use self::number::Number;
 pub use self::ranked_map::RankedMap;
 pub use self::serde::{compute_document_id, extract_document_id, value_to_string};
+
+pub type RocksDbResult<T> = Result<T, rocksdb::Error>;

meilidb-data/src/serde/deserializer.rs

@@ -13,7 +13,7 @@ use crate::database::Index;
 #[derive(Debug)]
 pub enum DeserializerError {
     RmpError(RmpError),
-    SledError(sled::Error),
+    RocksDbError(rocksdb::Error),
     Custom(String),
 }
 
@@ -27,7 +27,7 @@ impl fmt::Display for DeserializerError {
     fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
         match self {
             DeserializerError::RmpError(e) => write!(f, "rmp serde related error: {}", e),
-            DeserializerError::SledError(e) => write!(f, "Sled related error: {}", e),
+            DeserializerError::RocksDbError(e) => write!(f, "RocksDB related error: {}", e),
             DeserializerError::Custom(s) => f.write_str(s),
         }
     }
@@ -41,9 +41,9 @@ impl From<RmpError> for DeserializerError {
     }
 }
 
-impl From<sled::Error> for DeserializerError {
+impl From<rocksdb::Error> for DeserializerError {
-    fn from(error: sled::Error) -> DeserializerError {
+    fn from(error: rocksdb::Error) -> DeserializerError {
-        DeserializerError::SledError(error)
+        DeserializerError::RocksDbError(error)
     }
 }
 
@@ -75,13 +75,9 @@ impl<'de, 'a, 'b> de::Deserializer<'de> for &'b mut Deserializer<'a>
         let schema = self.index.schema();
         let documents = self.index.as_ref().documents_index;
 
-        let mut error = None;
-
         let iter = documents
-            .document_fields(self.document_id)
+            .document_fields(self.document_id)?
-            .filter_map(|result| {
+            .filter_map(|(attr, value)| {
-                match result {
-                    Ok((attr, value)) => {
                 let is_displayed = schema.props(attr).is_displayed();
                 if is_displayed && self.fields.map_or(true, |f| f.contains(&attr)) {
                     let attribute_name = schema.attribute_name(attr);
@@ -89,23 +85,11 @@ impl<'de, 'a, 'b> de::Deserializer<'de> for &'b mut Deserializer<'a>
                 } else {
                     None
                 }
-                    },
-                    Err(e) => {
-                        if error.is_none() {
-                            error = Some(e);
-                        }
-                        None
-                    }
-                }
             });
 
         let map_deserializer = de::value::MapDeserializer::new(iter);
         let result = visitor.visit_map(map_deserializer).map_err(DeserializerError::from);
 
-        if let Some(e) = error {
-            return Err(DeserializerError::from(e))
-        }
-
         result
     }
 }

meilidb-data/src/serde/mod.rs

@@ -38,7 +38,7 @@ pub enum SerializerError {
     DocumentIdNotFound,
     InvalidDocumentIdType,
     RmpError(RmpError),
-    SledError(sled::Error),
+    RocksDbError(rocksdb::Error),
     SerdeJsonError(SerdeJsonError),
     ParseNumberError(ParseNumberError),
     UnserializableType { type_name: &'static str },
@@ -63,7 +63,7 @@ impl fmt::Display for SerializerError {
                 write!(f, "document identifier can only be of type string or number")
             },
             SerializerError::RmpError(e) => write!(f, "rmp serde related error: {}", e),
-            SerializerError::SledError(e) => write!(f, "Sled related error: {}", e),
+            SerializerError::RocksDbError(e) => write!(f, "RocksDB related error: {}", e),
             SerializerError::SerdeJsonError(e) => write!(f, "serde json error: {}", e),
             SerializerError::ParseNumberError(e) => {
                 write!(f, "error while trying to parse a number: {}", e)
@@ -102,9 +102,9 @@ impl From<SerdeJsonError> for SerializerError {
     }
 }
 
-impl From<sled::Error> for SerializerError {
+impl From<rocksdb::Error> for SerializerError {
-    fn from(error: sled::Error) -> SerializerError {
+    fn from(error: rocksdb::Error) -> SerializerError {
-        SerializerError::SledError(error)
+        SerializerError::RocksDbError(error)
     }
 }