use std::collections::HashMap; use fst::IntoStreamer; use grenad::{CompressionType, MergerBuilder}; use slice_group_by::GroupBy; use crate::update::index_documents::{ create_sorter, fst_stream_into_hashset, merge_roaring_bitmaps, sorter_into_lmdb_database, CursorClonableMmap, MergeFn, WriteMethod, }; use crate::{Index, Result}; pub struct WordPrefixDocids<'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) max_nb_chunks: Option, pub(crate) max_memory: Option, } impl<'t, 'u, 'i> WordPrefixDocids<'t, 'u, 'i> { pub fn new( wtxn: &'t mut heed::RwTxn<'i, 'u>, index: &'i Index, ) -> WordPrefixDocids<'t, 'u, 'i> { WordPrefixDocids { wtxn, index, chunk_compression_type: CompressionType::None, chunk_compression_level: None, max_nb_chunks: None, max_memory: None, } } #[logging_timer::time("WordPrefixDocids::{}")] pub fn execute>( self, new_word_docids: Vec>, old_prefix_fst: &fst::Set, ) -> Result<()> { let prefix_fst = self.index.words_prefixes_fst(self.wtxn)?; let prefix_fst_keys = prefix_fst.into_stream().into_strs()?; let prefix_fst_keys: Vec<_> = prefix_fst_keys.as_slice().linear_group_by_key(|x| x.chars().nth(0).unwrap()).collect(); // We compute the set of prefixes that are no more part of the prefix fst. let suppr_pw = fst_stream_into_hashset(old_prefix_fst.op().add(&prefix_fst).difference()); // It is forbidden to keep a mutable reference into the database // and write into it at the same time, therefore we write into another file. let mut prefix_docids_sorter = create_sorter( merge_roaring_bitmaps, self.chunk_compression_type, self.chunk_compression_level, self.max_nb_chunks, self.max_memory, ); let mut word_docids_merger = MergerBuilder::new(merge_roaring_bitmaps); word_docids_merger.extend(new_word_docids); let mut word_docids_iter = word_docids_merger.build().into_merger_iter()?; let mut current_prefixes: Option<&&[String]> = None; let mut prefixes_cache = HashMap::new(); while let Some((word, data)) = word_docids_iter.next()? { current_prefixes = match current_prefixes.take() { Some(prefixes) if word.starts_with(&prefixes[0].as_bytes()) => Some(prefixes), _otherwise => { write_prefixes_in_sorter(&mut prefixes_cache, &mut prefix_docids_sorter)?; prefix_fst_keys .iter() .find(|prefixes| word.starts_with(&prefixes[0].as_bytes())) } }; if let Some(prefixes) = current_prefixes { for prefix in prefixes.iter() { if word.starts_with(prefix.as_bytes()) { match prefixes_cache.get_mut(prefix.as_bytes()) { Some(value) => value.push(data.to_owned()), None => { prefixes_cache.insert(prefix.clone().into(), vec![data.to_owned()]); } } } } } } // We remove all the entries that are no more required in this word prefix docids database. let mut iter = self.index.word_prefix_docids.iter_mut(self.wtxn)?.lazily_decode_data(); while let Some((prefix, _)) = iter.next().transpose()? { if suppr_pw.contains(prefix.as_bytes()) { unsafe { iter.del_current()? }; } } drop(iter); // We finally write the word prefix docids into the LMDB database. sorter_into_lmdb_database( self.wtxn, *self.index.word_prefix_docids.as_polymorph(), prefix_docids_sorter, merge_roaring_bitmaps, WriteMethod::GetMergePut, )?; Ok(()) } } fn write_prefixes_in_sorter( prefixes: &mut HashMap, Vec>>, sorter: &mut grenad::Sorter, ) -> Result<()> { for (key, data_slices) in prefixes.drain() { for data in data_slices { sorter.insert(&key, data)?; } } Ok(()) }