mirror of
https://github.com/meilisearch/MeiliSearch
synced 2024-12-25 14:10:06 +01:00
Simplify the indexer main loop
This commit is contained in:
parent
3ded98e5fa
commit
944df52e2a
@ -4,7 +4,7 @@ use std::fs::File;
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use std::io::{self, Read, Write};
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use std::io::{self, Read, Write};
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use std::iter::FromIterator;
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use std::iter::FromIterator;
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use std::path::PathBuf;
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use std::path::PathBuf;
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use std::thread;
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use std::{iter, thread};
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use std::time::Instant;
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use std::time::Instant;
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use anyhow::Context;
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use anyhow::Context;
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@ -129,7 +129,7 @@ struct Store {
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}
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}
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impl Store {
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impl Store {
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fn new(
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pub fn new(
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arc_cache_size: usize,
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arc_cache_size: usize,
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max_nb_chunks: Option<usize>,
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max_nb_chunks: Option<usize>,
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max_memory: Option<usize>,
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max_memory: Option<usize>,
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@ -164,7 +164,7 @@ impl Store {
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}
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}
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// Save the documents ids under the position and word we have seen it.
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// Save the documents ids under the position and word we have seen it.
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pub fn insert_word_docid(&mut self, word: &str, id: DocumentId) -> anyhow::Result<()> {
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fn insert_word_docid(&mut self, word: &str, id: DocumentId) -> anyhow::Result<()> {
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let word_vec = SmallVec32::from(word.as_bytes());
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let word_vec = SmallVec32::from(word.as_bytes());
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let ids = RoaringBitmap::from_iter(Some(id));
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let ids = RoaringBitmap::from_iter(Some(id));
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let (_, lrus) = self.word_docids.insert(word_vec, ids, |old, new| old.union_with(&new));
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let (_, lrus) = self.word_docids.insert(word_vec, ids, |old, new| old.union_with(&new));
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@ -172,13 +172,13 @@ impl Store {
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Ok(())
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Ok(())
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}
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}
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pub fn write_headers(&mut self, headers: &StringRecord) -> anyhow::Result<()> {
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fn write_headers(&mut self, headers: &StringRecord) -> anyhow::Result<()> {
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let headers = CsvStringRecordCodec::bytes_encode(headers)
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let headers = CsvStringRecordCodec::bytes_encode(headers)
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.with_context(|| format!("could not encode csv record"))?;
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.with_context(|| format!("could not encode csv record"))?;
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Ok(self.sorter.insert(HEADERS_KEY, headers)?)
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Ok(self.sorter.insert(HEADERS_KEY, headers)?)
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}
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}
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pub fn write_document(
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fn write_document(
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&mut self,
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&mut self,
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id: DocumentId,
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id: DocumentId,
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iter: impl IntoIterator<Item=(String, RoaringBitmap)>,
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iter: impl IntoIterator<Item=(String, RoaringBitmap)>,
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@ -248,7 +248,57 @@ impl Store {
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Ok(())
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Ok(())
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}
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}
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pub fn finish(mut self) -> anyhow::Result<(Reader<Mmap>, Reader<Mmap>)> {
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pub fn index_csv(
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mut self,
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mut rdr: csv::Reader<Box<dyn Read + Send>>,
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thread_index: usize,
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num_threads: usize,
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) -> anyhow::Result<(Reader<Mmap>, Reader<Mmap>)>
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{
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debug!("{:?}: Indexing in a Store...", thread_index);
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// Write the headers into the store.
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let headers = rdr.headers()?;
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self.write_headers(&headers)?;
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let mut before = Instant::now();
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let mut document_id: usize = 0;
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let mut document = csv::StringRecord::new();
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let mut word_positions = HashMap::new();
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while rdr.read_record(&mut document)? {
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// We skip documents that must not be indexed by this thread.
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if document_id % num_threads == thread_index {
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if document_id % ONE_MILLION == 0 {
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let count = document_id / ONE_MILLION;
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info!("We have seen {}m documents so far ({:.02?}).", count, before.elapsed());
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before = Instant::now();
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}
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let document_id = DocumentId::try_from(document_id).context("generated id is too big")?;
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for (attr, content) in document.iter().enumerate().take(MAX_ATTRIBUTES) {
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for (pos, (_, token)) in simple_tokenizer(&content).filter(only_words).enumerate().take(MAX_POSITION) {
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let word = token.to_lowercase();
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let position = (attr * MAX_POSITION + pos) as u32;
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self.insert_word_docid(&word, document_id)?;
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word_positions.entry(word).or_insert_with(RoaringBitmap::new).insert(position);
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}
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}
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// We write the document in the documents store.
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self.write_document(document_id, word_positions.drain(), &document)?;
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}
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// Compute the document id of the next document.
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document_id = document_id + 1;
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}
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let (reader, docs_reader) = self.finish()?;
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debug!("{:?}: Store created!", thread_index);
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Ok((reader, docs_reader))
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}
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fn finish(mut self) -> anyhow::Result<(Reader<Mmap>, Reader<Mmap>)> {
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Self::write_word_docids(&mut self.sorter, self.word_docids)?;
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Self::write_word_docids(&mut self.sorter, self.word_docids)?;
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Self::write_documents_ids(&mut self.sorter, self.documents_ids)?;
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Self::write_documents_ids(&mut self.sorter, self.documents_ids)?;
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@ -375,66 +425,57 @@ where F: FnMut(&[u8], &[u8]) -> anyhow::Result<()>
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Ok(())
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Ok(())
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}
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}
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fn index_csv(
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/// Returns the list of CSV sources that the indexer must read.
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mut rdr: csv::Reader<Box<dyn Read + Send>>,
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///
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thread_index: usize,
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/// There is `num_threads` sources. If the file is not specified, the standard input is used.
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fn csv_readers(
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csv_file_path: Option<PathBuf>,
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num_threads: usize,
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num_threads: usize,
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arc_cache_size: usize,
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) -> anyhow::Result<Vec<csv::Reader<Box<dyn Read + Send>>>>
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max_nb_chunks: Option<usize>,
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max_memory: Option<usize>,
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chunk_compression_type: CompressionType,
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chunk_compression_level: Option<u32>,
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) -> anyhow::Result<(Reader<Mmap>, Reader<Mmap>)>
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{
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{
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debug!("{:?}: Indexing into a Store...", thread_index);
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match csv_file_path {
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Some(file_path) => {
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let mut store = Store::new(
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// We open the file # jobs times.
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arc_cache_size,
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iter::repeat_with(|| {
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max_nb_chunks,
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let file = File::open(&file_path)
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max_memory,
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.with_context(|| format!("Failed to read CSV file {}", file_path.display()))?;
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chunk_compression_type,
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// if the file extension is "gz" or "gzip" we can decode and read it.
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chunk_compression_level,
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let r = if file_path.extension().map_or(false, |e| e == "gz" || e == "gzip") {
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);
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Box::new(GzDecoder::new(file)) as Box<dyn Read + Send>
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} else {
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// Write the headers into a Vec of bytes and then into the store.
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Box::new(file) as Box<dyn Read + Send>
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let headers = rdr.headers()?;
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};
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store.write_headers(&headers)?;
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Ok(csv::Reader::from_reader(r)) as anyhow::Result<_>
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})
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let mut before = Instant::now();
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.take(num_threads)
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let mut document_id: usize = 0;
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.collect()
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let mut document = csv::StringRecord::new();
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},
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let mut word_positions = HashMap::new();
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None => {
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while rdr.read_record(&mut document)? {
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let mut csv_readers = Vec::new();
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let mut writers = Vec::new();
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// We skip documents that must not be indexed by this thread.
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for (r, w) in iter::repeat_with(ringtail::io::pipe).take(num_threads) {
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if document_id % num_threads == thread_index {
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let r = Box::new(r) as Box<dyn Read + Send>;
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if document_id % ONE_MILLION == 0 {
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csv_readers.push(csv::Reader::from_reader(r));
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info!("We have seen {}m documents so far ({:.02?}).",
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writers.push(w);
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document_id / ONE_MILLION, before.elapsed());
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before = Instant::now();
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}
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}
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let document_id = DocumentId::try_from(document_id).context("generated id is too big")?;
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thread::spawn(move || {
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for (attr, content) in document.iter().enumerate().take(MAX_ATTRIBUTES) {
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let stdin = std::io::stdin();
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for (pos, (_, token)) in simple_tokenizer(&content).filter(only_words).enumerate().take(MAX_POSITION) {
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let mut stdin = stdin.lock();
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let word = token.to_lowercase();
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let mut buffer = [0u8; 4096];
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let position = (attr * MAX_POSITION + pos) as u32;
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loop {
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store.insert_word_docid(&word, document_id)?;
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match stdin.read(&mut buffer)? {
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word_positions.entry(word).or_insert_with(RoaringBitmap::new).insert(position);
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0 => return Ok(()) as io::Result<()>,
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size => for w in &mut writers {
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w.write_all(&buffer[..size])?;
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}
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}
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}
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}
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}
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});
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// We write the document in the database.
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Ok(csv_readers)
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store.write_document(document_id, word_positions.drain(), &document)?;
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},
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}
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// Compute the document id of the the next document.
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document_id = document_id + 1;
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}
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}
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let (reader, docs_reader) = store.finish()?;
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debug!("{:?}: Store created!", thread_index);
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Ok((reader, docs_reader))
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}
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}
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fn main() -> anyhow::Result<()> {
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fn main() -> anyhow::Result<()> {
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@ -466,69 +507,22 @@ fn main() -> anyhow::Result<()> {
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let chunk_compression_type = compression_type_from_str(&opt.indexer.chunk_compression_type);
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let chunk_compression_type = compression_type_from_str(&opt.indexer.chunk_compression_type);
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let chunk_compression_level = opt.indexer.chunk_compression_level;
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let chunk_compression_level = opt.indexer.chunk_compression_level;
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let csv_readers = match opt.csv_file {
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let readers = csv_readers(opt.csv_file, num_threads)?
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Some(file_path) => {
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// We open the file # jobs times.
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(0..num_threads)
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.map(|_| {
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let file = File::open(&file_path)?;
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// if the file extension is "gz" or "gzip" we can decode and read it.
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let r = if file_path.extension().map_or(false, |ext| ext == "gz" || ext == "gzip") {
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Box::new(GzDecoder::new(file)) as Box<dyn Read + Send>
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} else {
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Box::new(file) as Box<dyn Read + Send>
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};
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Ok(csv::Reader::from_reader(r)) as io::Result<_>
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})
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.collect::<Result<Vec<_>, _>>()?
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},
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None => {
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let mut csv_readers = Vec::new();
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let mut writers = Vec::new();
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for (r, w) in (0..num_threads).map(|_| ringtail::io::pipe()) {
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let r = Box::new(r) as Box<dyn Read + Send>;
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csv_readers.push(csv::Reader::from_reader(r));
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writers.push(w);
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}
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thread::spawn(move || {
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let stdin = std::io::stdin();
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let mut stdin = stdin.lock();
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let mut buffer = [0u8; 4096];
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loop {
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match stdin.read(&mut buffer)? {
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0 => return Ok(()) as io::Result<()>,
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size => for w in &mut writers {
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w.write_all(&buffer[..size])?;
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}
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}
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}
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});
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csv_readers
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},
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};
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let readers = csv_readers
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.into_par_iter()
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.into_par_iter()
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.enumerate()
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.enumerate()
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.map(|(i, rdr)| {
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.map(|(i, rdr)| {
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index_csv(
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Store::new(
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rdr,
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i,
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num_threads,
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arc_cache_size,
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arc_cache_size,
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max_nb_chunks,
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max_nb_chunks,
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max_memory,
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max_memory,
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chunk_compression_type,
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chunk_compression_type,
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chunk_compression_level,
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chunk_compression_level,
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)
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).index_csv(rdr, i, num_threads)
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})
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})
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.collect::<Result<Vec<_>, _>>()?;
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.collect::<Result<Vec<_>, _>>()?;
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let mut stores = Vec::with_capacity(readers.len());
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let mut stores = Vec::with_capacity(readers.len());
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let mut docs_stores = Vec::with_capacity(readers.len());
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let mut docs_stores = Vec::with_capacity(readers.len());
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readers.into_iter().for_each(|(s, d)| {
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readers.into_iter().for_each(|(s, d)| {
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stores.push(s);
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stores.push(s);
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docs_stores.push(d);
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docs_stores.push(d);
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