MeiliSearch/milli/src/update/word_prefix_pair_proximity_...

88 lines
3.1 KiB
Rust

use std::str;
use fst::automaton::{Automaton, Str};
use fst::{IntoStreamer, Streamer};
use grenad::CompressionType;
use heed::types::ByteSlice;
use heed::BytesEncode;
use log::debug;
use crate::heed_codec::StrStrU8Codec;
use crate::update::index_documents::{
cbo_roaring_bitmap_merge, create_sorter, sorter_into_lmdb_database, WriteMethod,
};
use crate::{Index, Result};
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<u32>,
pub(crate) chunk_fusing_shrink_size: Option<u64>,
pub(crate) max_nb_chunks: Option<usize>,
pub(crate) max_memory: Option<usize>,
}
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::<ByteSlice>();
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(())
}
}