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https://github.com/meilisearch/MeiliSearch
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Introduce a (too big) LRU cache
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parent
5f0088594b
commit
07abebfc46
49
Cargo.lock
generated
49
Cargo.lock
generated
@ -1,5 +1,14 @@
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# This file is automatically @generated by Cargo.
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# It is not intended for manual editing.
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[[package]]
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name = "ahash"
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version = "0.2.18"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "6f33b5018f120946c1dcf279194f238a9f146725593ead1c08fa47ff22b0b5d3"
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dependencies = [
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"const-random",
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]
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[[package]]
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name = "anyhow"
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version = "1.0.31"
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@ -180,6 +189,26 @@ dependencies = [
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"bitflags",
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]
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[[package]]
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name = "const-random"
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version = "0.1.8"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "2f1af9ac737b2dd2d577701e59fd09ba34822f6f2ebdb30a7647405d9e55e16a"
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dependencies = [
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"const-random-macro",
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"proc-macro-hack",
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]
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[[package]]
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name = "const-random-macro"
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version = "0.1.8"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "25e4c606eb459dd29f7c57b2e0879f2b6f14ee130918c2b78ccb58a9624e6c7a"
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dependencies = [
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"getrandom",
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"proc-macro-hack",
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]
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[[package]]
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name = "cow-utils"
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version = "0.1.2"
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@ -506,6 +535,16 @@ dependencies = [
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"tokio-util",
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]
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[[package]]
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name = "hashbrown"
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version = "0.6.3"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "8e6073d0ca812575946eb5f35ff68dbe519907b25c42530389ff946dc84c6ead"
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dependencies = [
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"ahash",
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"autocfg 0.1.7",
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]
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[[package]]
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name = "headers"
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version = "0.3.2"
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@ -779,6 +818,15 @@ dependencies = [
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"cfg-if",
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]
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[[package]]
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name = "lru"
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version = "0.5.2"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "297efb9401445cf7b6986a583d7ac194023334b46b294ff7da0d36662c1251c2"
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dependencies = [
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"hashbrown",
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]
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[[package]]
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name = "matches"
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version = "0.1.8"
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@ -808,6 +856,7 @@ dependencies = [
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"itertools",
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"jemallocator",
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"levenshtein_automata",
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"lru",
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"memmap",
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"once_cell",
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"roaring",
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@ -16,6 +16,7 @@ fxhash = "0.2.1"
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heed = { version = "0.8.0", default-features = false, features = ["lmdb"] }
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jemallocator = "0.3.2"
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levenshtein_automata = { version = "0.2.0", features = ["fst_automaton"] }
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lru = "0.5.2"
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memmap = "0.7.0"
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once_cell = "1.4.0"
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roaring = { git = "https://github.com/Kerollmops/roaring-rs.git", branch = "deserialize-from-slice" }
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@ -2,7 +2,6 @@ use std::collections::hash_map::Entry;
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use std::collections::{HashMap, BTreeSet};
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use std::convert::{TryFrom, TryInto};
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use std::io;
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use std::iter::FromIterator;
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use std::path::PathBuf;
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use std::sync::atomic::{AtomicUsize, Ordering};
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@ -11,7 +10,7 @@ use cow_utils::CowUtils;
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use fst::Streamer;
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use heed::EnvOpenOptions;
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use heed::types::*;
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use roaring::RoaringBitmap;
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use lru::LruCache;
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use slice_group_by::StrGroupBy;
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use structopt::StructOpt;
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@ -46,6 +45,10 @@ struct Opt {
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fn index_csv<R: io::Read>(wtxn: &mut heed::RwTxn, mut rdr: csv::Reader<R>, index: &Index) -> anyhow::Result<()> {
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eprintln!("Indexing into LMDB...");
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let cache_size = 3_000_000;
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let mut word_positions = LruCache::new(cache_size + 1);
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let mut word_position_docids = LruCache::new(cache_size + 1);
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// Write the headers into a Vec of bytes.
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let headers = rdr.headers()?;
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let mut writer = csv::WriterBuilder::new().has_headers(false).from_writer(Vec::new());
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@ -61,29 +64,47 @@ fn index_csv<R: io::Read>(wtxn: &mut heed::RwTxn, mut rdr: csv::Reader<R>, index
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for (attr, content) in document.iter().enumerate().take(MAX_ATTRIBUTES) {
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for (pos, word) in simple_alphanumeric_tokens(&content).enumerate().take(MAX_POSITION) {
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if !word.is_empty() && word.len() < 500 { // LMDB limits
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let word = word.cow_to_lowercase();
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let word = word.to_lowercase(); // TODO cow_to_lowercase
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let position = (attr * 1000 + pos) as u32;
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// ------ merge word positions --------
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let ids = match index.word_positions.get(wtxn, &word)? {
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Some(mut ids) => { ids.insert(position); ids },
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None => RoaringBitmap::from_iter(Some(position)),
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let ids = match word_positions.get_mut(&word) {
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Some(ids) => ids,
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None => {
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let ids = index.word_positions.get(wtxn, &word)?.unwrap_or_default();
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word_positions.put(word.clone(), ids);
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if word_positions.len() > cache_size {
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let (word, ids) = word_positions.pop_lru().unwrap();
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index.word_positions.put(wtxn, &word, &ids)?;
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}
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word_positions.get_mut(&word).unwrap()
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}
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};
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index.word_positions.put(wtxn, &word, &ids)?;
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ids.insert(position);
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// ------ merge word position documents ids --------
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let mut key = word.as_bytes().to_vec();
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key.extend_from_slice(&position.to_be_bytes());
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let ids = match index.word_position_docids.get(wtxn, &key)? {
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Some(mut ids) => { ids.insert(document_id); ids },
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None => RoaringBitmap::from_iter(Some(document_id)),
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let ids = match word_position_docids.get_mut(&(word.clone(), position)) {
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Some(ids) => ids,
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None => {
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let ids = index.word_position_docids.get(wtxn, &key)?.unwrap_or_default();
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word_position_docids.put((word.clone(), position), ids);
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if word_position_docids.len() > cache_size {
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let ((word, position), ids) = word_position_docids.pop_lru().unwrap();
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let mut key = word.as_bytes().to_vec();
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key.extend_from_slice(&position.to_be_bytes());
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index.word_position_docids.put(wtxn, &key, &ids)?;
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}
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word_position_docids.get_mut(&(word, position)).unwrap()
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}
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};
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index.word_position_docids.put(wtxn, &key, &ids)?;
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ids.insert(position);
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}
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}
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}
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@ -95,6 +116,16 @@ fn index_csv<R: io::Read>(wtxn: &mut heed::RwTxn, mut rdr: csv::Reader<R>, index
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index.documents.put(wtxn, &BEU32::new(document_id), &document)?;
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}
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for (word, ids) in &word_positions {
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index.word_positions.put(wtxn, word, ids)?;
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}
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for ((word, position), ids) in &word_position_docids {
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let mut key = word.as_bytes().to_vec();
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key.extend_from_slice(&position.to_be_bytes());
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index.word_position_docids.put(wtxn, &key, ids)?;
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}
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// We store the words from the postings.
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let mut new_words = BTreeSet::default();
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let iter = index.word_positions.as_polymorph().iter::<_, Str, DecodeIgnore>(wtxn)?;
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