meilisearch/src/lib.rs

mod criterion;
mod node;
mod query_tokens;
mod search;
pub mod heed_codec;
pub mod tokenizer;

use std::collections::HashMap;
use std::hash::BuildHasherDefault;

use anyhow::Context;
use fxhash::{FxHasher32, FxHasher64};
use heed::types::*;
use heed::{PolyDatabase, Database};

pub use self::search::{Search, SearchResult};
pub use self::criterion::{Criterion, default_criteria};
use self::heed_codec::{RoaringBitmapCodec, StrBEU32Codec};

pub type FastMap4<K, V> = HashMap<K, V, BuildHasherDefault<FxHasher32>>;
pub type FastMap8<K, V> = HashMap<K, V, BuildHasherDefault<FxHasher64>>;
pub type SmallString32 = smallstr::SmallString<[u8; 32]>;
pub type SmallVec32<T> = smallvec::SmallVec<[T; 32]>;
pub type SmallVec16<T> = smallvec::SmallVec<[T; 16]>;
pub type BEU32 = heed::zerocopy::U32<heed::byteorder::BE>;
pub type DocumentId = u32;
pub type Attribute = u32;
pub type Position = u32;

const WORDS_FST_KEY: &str = "words-fst";
const HEADERS_KEY: &str = "headers";
const DOCUMENTS_IDS_KEY: &str = "documents-ids";

#[derive(Clone)]
pub struct Index {
    /// Contains many different types (e.g. the documents CSV headers).
    pub main: PolyDatabase,
    /// A word and all the positions where it appears in the whole dataset.
    pub word_positions: Database<Str, RoaringBitmapCodec>,
    /// Maps a word at a position (u32) and all the documents ids where the given word appears.
    pub word_position_docids: Database<StrBEU32Codec, RoaringBitmapCodec>,
    /// Maps a word and a range of 4 positions, i.e. 0..4, 4..8, 12..16.
    pub word_four_positions_docids: Database<StrBEU32Codec, RoaringBitmapCodec>,
    /// Maps a word and an attribute (u32) to all the documents ids where the given word appears.
    pub word_attribute_docids: Database<StrBEU32Codec, RoaringBitmapCodec>,
    /// Maps the document id to the document as a CSV line.
    pub documents: Database<OwnedType<BEU32>, ByteSlice>,
}

impl Index {
    pub fn new(env: &heed::Env) -> anyhow::Result<Index> {
        Ok(Index {
            main: env.create_poly_database(None)?,
            word_positions: env.create_database(Some("word-positions"))?,
            word_position_docids: env.create_database(Some("word-position-docids"))?,
            word_four_positions_docids: env.create_database(Some("word-four-positions-docids"))?,
            word_attribute_docids: env.create_database(Some("word-attribute-docids"))?,
            documents: env.create_database(Some("documents"))?,
        })
    }

    pub fn put_headers(&self, wtxn: &mut heed::RwTxn, headers: &[u8]) -> anyhow::Result<()> {
        Ok(self.main.put::<_, Str, ByteSlice>(wtxn, HEADERS_KEY, headers)?)
    }

    pub fn headers<'t>(&self, rtxn: &'t heed::RoTxn) -> heed::Result<Option<&'t [u8]>> {
        self.main.get::<_, Str, ByteSlice>(rtxn, HEADERS_KEY)
    }

    pub fn number_of_attributes<'t>(&self, rtxn: &'t heed::RoTxn) -> anyhow::Result<Option<usize>> {
        match self.headers(rtxn)? {
            Some(headers) => {
                let mut rdr = csv::Reader::from_reader(headers);
                let headers = rdr.headers()?;
                Ok(Some(headers.len()))
            }
            None => Ok(None),
        }
    }

    pub fn put_fst<A: AsRef<[u8]>>(&self, wtxn: &mut heed::RwTxn, fst: &fst::Set<A>) -> anyhow::Result<()> {
        Ok(self.main.put::<_, Str, ByteSlice>(wtxn, WORDS_FST_KEY, fst.as_fst().as_bytes())?)
    }

    pub fn fst<'t>(&self, rtxn: &'t heed::RoTxn) -> anyhow::Result<Option<fst::Set<&'t [u8]>>> {
        match self.main.get::<_, Str, ByteSlice>(rtxn, WORDS_FST_KEY)? {
            Some(bytes) => Ok(Some(fst::Set::new(bytes)?)),
            None => Ok(None),
        }
    }

    /// Returns a [`Vec`] of the requested documents. Returns an error if a document is missing.
    pub fn documents<'t>(
        &self,
        rtxn: &'t heed::RoTxn,
        iter: impl IntoIterator<Item=DocumentId>,
    ) -> anyhow::Result<Vec<(DocumentId, Vec<u8>)>>
    {
        iter.into_iter().map(|id| {
            let content = self.documents.get(rtxn, &BEU32::new(id))?
                .with_context(|| format!("Could not find document {}", id))?;
            Ok((id, content.to_vec()))
        }).collect()
    }

    /// Returns the number of documents indexed in the database.
    pub fn number_of_documents<'t>(&self, rtxn: &'t heed::RoTxn) -> anyhow::Result<usize> {
        let docids = self.main.get::<_, Str, RoaringBitmapCodec>(rtxn, DOCUMENTS_IDS_KEY)?
            .with_context(|| format!("Could not find the list of documents ids"))?;
        Ok(docids.len() as usize)
    }

    pub fn search<'a>(&'a self, rtxn: &'a heed::RoTxn) -> Search<'a> {
        Search::new(rtxn, self)
    }
}