use std::str; use fst::automaton::{Automaton, Str}; use fst::{Streamer, IntoStreamer}; use grenad::CompressionType; use heed::BytesEncode; use heed::types::ByteSlice; use log::debug; use crate::{Index, Result}; use crate::heed_codec::StrStrU8Codec; use crate::update::index_documents::{ WriteMethod, create_sorter, sorter_into_lmdb_database, cbo_roaring_bitmap_merge, }; pub struct WordPrefixPairProximityDocids<'t, 'u, 'i> { wtxn: &'t mut heed::RwTxn<'i, 'u>, index: &'i Index, pub(crate) chunk_compression_type: CompressionType, pub(crate) chunk_compression_level: Option, pub(crate) chunk_fusing_shrink_size: Option, pub(crate) max_nb_chunks: Option, pub(crate) max_memory: Option, } impl<'t, 'u, 'i> WordPrefixPairProximityDocids<'t, 'u, 'i> { pub fn new( wtxn: &'t mut heed::RwTxn<'i, 'u>, index: &'i Index, ) -> WordPrefixPairProximityDocids<'t, 'u, 'i> { WordPrefixPairProximityDocids { wtxn, index, chunk_compression_type: CompressionType::None, chunk_compression_level: None, chunk_fusing_shrink_size: None, max_nb_chunks: None, max_memory: None, } } pub fn execute(self) -> Result<()> { debug!("Computing and writing the word prefix pair proximity docids into LMDB on disk..."); self.index.word_prefix_pair_proximity_docids.clear(self.wtxn)?; let prefix_fst = self.index.words_prefixes_fst(self.wtxn)?; // Here we create a sorter akin to the previous one. let mut word_prefix_pair_proximity_docids_sorter = create_sorter( cbo_roaring_bitmap_merge, self.chunk_compression_type, self.chunk_compression_level, self.chunk_fusing_shrink_size, self.max_nb_chunks, self.max_memory, ); // We insert all the word pairs corresponding to the word-prefix pairs // where the prefixes appears in the prefix FST previously constructed. let db = self.index.word_pair_proximity_docids.remap_data_type::(); for result in db.iter(self.wtxn)? { let ((word1, word2, prox), data) = result?; let automaton = Str::new(word2).starts_with(); let mut matching_prefixes = prefix_fst.search(automaton).into_stream(); while let Some(prefix) = matching_prefixes.next() { let prefix = str::from_utf8(prefix)?; let pair = (word1, prefix, prox); let bytes = StrStrU8Codec::bytes_encode(&pair).unwrap(); word_prefix_pair_proximity_docids_sorter.insert(bytes, data)?; } } drop(prefix_fst); // We finally write the word prefix pair proximity docids into the LMDB database. sorter_into_lmdb_database( self.wtxn, *self.index.word_prefix_pair_proximity_docids.as_polymorph(), word_prefix_pair_proximity_docids_sorter, cbo_roaring_bitmap_merge, WriteMethod::Append, )?; Ok(()) } }