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Store the first word positions levels

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Kerollmops 2021-03-11 17:23:46 +01:00 committed by many
parent b0a417f342
commit 9242f2f1d4
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5 changed files with 284 additions and 6 deletions
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4
milli/src/update/index_documents/merge_function.rs
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@ -52,6 +52,10 @@ pub fn words_pairs_proximities_docids_merge(_key: &[u8], values: &[Cow<[u8]>]) -
cbo_roaring_bitmap_merge(values)
}
pub fn word_level_position_docids_merge(_key: &[u8], values: &[Cow<[u8]>]) -> anyhow::Result<Vec<u8>> {
cbo_roaring_bitmap_merge(values)
}
pub fn facet_field_value_docids_merge(_key: &[u8], values: &[Cow<[u8]>]) -> anyhow::Result<Vec<u8>> {
cbo_roaring_bitmap_merge(values)
}

42
milli/src/update/index_documents/mod.rs
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@ -18,11 +18,12 @@ use rayon::prelude::*;
use serde::{Serialize, Deserialize};
use crate::index::Index;
use crate::update::{Facets, WordsPrefixes, UpdateIndexingStep};
use crate::update::{Facets, WordsLevelPositions, WordsPrefixes, UpdateIndexingStep};
use self::store::{Store, Readers};
pub use self::merge_function::{
main_merge, word_docids_merge, words_pairs_proximities_docids_merge,
docid_word_positions_merge, documents_merge, facet_field_value_docids_merge,
docid_word_positions_merge, documents_merge,
word_level_position_docids_merge, facet_field_value_docids_merge,
field_id_docid_facet_values_merge,
};
pub use self::transform::{Transform, TransformOutput};
@ -402,6 +403,7 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
enum DatabaseType {
Main,
WordDocids,
WordLevel0PositionDocids,
FacetLevel0ValuesDocids,
}
@ -467,6 +469,7 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
let mut word_docids_readers = Vec::with_capacity(readers.len());
let mut docid_word_positions_readers = Vec::with_capacity(readers.len());
let mut words_pairs_proximities_docids_readers = Vec::with_capacity(readers.len());
let mut word_level_position_docids_readers = Vec::with_capacity(readers.len());
let mut facet_field_value_docids_readers = Vec::with_capacity(readers.len());
let mut field_id_docid_facet_values_readers = Vec::with_capacity(readers.len());
let mut documents_readers = Vec::with_capacity(readers.len());
@ -476,6 +479,7 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
word_docids,
docid_word_positions,
words_pairs_proximities_docids,
word_level_position_docids,
facet_field_value_docids,
field_id_docid_facet_values,
documents
@ -484,6 +488,7 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
word_docids_readers.push(word_docids);
docid_word_positions_readers.push(docid_word_positions);
words_pairs_proximities_docids_readers.push(words_pairs_proximities_docids);
word_level_position_docids_readers.push(word_level_position_docids);
facet_field_value_docids_readers.push(facet_field_value_docids);
field_id_docid_facet_values_readers.push(field_id_docid_facet_values);
documents_readers.push(documents);
@ -514,6 +519,11 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
facet_field_value_docids_readers,
facet_field_value_docids_merge,
),
(
DatabaseType::WordLevel0PositionDocids,
word_level_position_docids_readers,
word_level_position_docids_merge,
),
]
.into_par_iter()
.for_each(|(dbtype, readers, merge)| {
@ -569,7 +579,7 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
self.index.put_documents_ids(self.wtxn, &documents_ids)?;
let mut database_count = 0;
let total_databases = 7;
let total_databases = 8;
progress_callback(UpdateIndexingStep::MergeDataIntoFinalDatabase {
databases_seen: 0,
@ -661,7 +671,7 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
)?;
},
DatabaseType::FacetLevel0ValuesDocids => {
debug!("Writing the facet values docids into LMDB on disk...");
debug!("Writing the facet level 0 values docids into LMDB on disk...");
let db = *self.index.facet_field_id_value_docids.as_polymorph();
write_into_lmdb_database(
self.wtxn,
@ -671,6 +681,17 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
write_method,
)?;
},
DatabaseType::WordLevel0PositionDocids => {
debug!("Writing the word level 0 positions docids into LMDB on disk...");
let db = *self.index.word_level_position_docids.as_polymorph();
write_into_lmdb_database(
self.wtxn,
db,
content,
word_level_position_docids_merge,
write_method,
)?;
}
}
database_count += 1;
@ -693,6 +714,19 @@ impl<'t, 'u, 'i, 'a> IndexDocuments<'t, 'u, 'i, 'a> {
}
builder.execute()?;
// Run the words positions update operation.
let mut builder = WordsLevelPositions::new(self.wtxn, self.index, self.update_id);
builder.chunk_compression_type = self.chunk_compression_type;
builder.chunk_compression_level = self.chunk_compression_level;
builder.chunk_fusing_shrink_size = self.chunk_fusing_shrink_size;
if let Some(value) = self.facet_level_group_size {
builder.level_group_size(value);
}
if let Some(value) = self.facet_min_level_size {
builder.min_level_size(value);
}
builder.execute()?;
// Run the words prefixes update operation.
let mut builder = WordsPrefixes::new(self.wtxn, self.index, self.update_id);
builder.chunk_compression_type = self.chunk_compression_type;

58
milli/src/update/index_documents/store.rs
View File

@ -29,7 +29,8 @@ use crate::{json_to_string, SmallVec8, SmallVec32, Position, DocumentId, FieldId
use super::{MergeFn, create_writer, create_sorter, writer_into_reader};
use super::merge_function::{
main_merge, word_docids_merge, words_pairs_proximities_docids_merge,
facet_field_value_docids_merge, field_id_docid_facet_values_merge,
word_level_position_docids_merge, facet_field_value_docids_merge,
field_id_docid_facet_values_merge,
};
const LMDB_MAX_KEY_LENGTH: usize = 511;
@ -43,6 +44,7 @@ pub struct Readers {
pub word_docids: Reader<FileFuse>,
pub docid_word_positions: Reader<FileFuse>,
pub words_pairs_proximities_docids: Reader<FileFuse>,
pub word_level_position_docids: Reader<FileFuse>,
pub facet_field_value_docids: Reader<FileFuse>,
pub field_id_docid_facet_values: Reader<FileFuse>,
pub documents: Reader<FileFuse>,
@ -69,6 +71,7 @@ pub struct Store<'s, A> {
main_sorter: Sorter<MergeFn>,
word_docids_sorter: Sorter<MergeFn>,
words_pairs_proximities_docids_sorter: Sorter<MergeFn>,
word_level_position_docids_sorter: Sorter<MergeFn>,
facet_field_value_docids_sorter: Sorter<MergeFn>,
field_id_docid_facet_values_sorter: Sorter<MergeFn>,
// MTBL writers
@ -94,7 +97,7 @@ impl<'s, A: AsRef<[u8]>> Store<'s, A> {
) -> anyhow::Result<Self>
{
// We divide the max memory by the number of sorter the Store have.
let max_memory = max_memory.map(|mm| cmp::max(ONE_KILOBYTE, mm / 4));
let max_memory = max_memory.map(|mm| cmp::max(ONE_KILOBYTE, mm / 5));
let linked_hash_map_size = linked_hash_map_size.unwrap_or(500);
let main_sorter = create_sorter(
@ -121,6 +124,14 @@ impl<'s, A: AsRef<[u8]>> Store<'s, A> {
max_nb_chunks,
max_memory,
);
let word_level_position_docids_sorter = create_sorter(
word_level_position_docids_merge,
chunk_compression_type,
chunk_compression_level,
chunk_fusing_shrink_size,
max_nb_chunks,
max_memory,
);
let facet_field_value_docids_sorter = create_sorter(
facet_field_value_docids_merge,
chunk_compression_type,
@ -172,6 +183,7 @@ impl<'s, A: AsRef<[u8]>> Store<'s, A> {
main_sorter,
word_docids_sorter,
words_pairs_proximities_docids_sorter,
word_level_position_docids_sorter,
facet_field_value_docids_sorter,
field_id_docid_facet_values_sorter,
// MTBL writers
@ -290,6 +302,7 @@ impl<'s, A: AsRef<[u8]>> Store<'s, A> {
self.documents_writer.insert(document_id.to_be_bytes(), record)?;
Self::write_docid_word_positions(&mut self.docid_word_positions_writer, document_id, words_positions)?;
Self::write_word_position_docids(&mut self.word_level_position_docids_sorter, document_id, words_positions)?;
words_positions.clear();
@ -360,6 +373,42 @@ impl<'s, A: AsRef<[u8]>> Store<'s, A> {
Ok(())
}
fn write_word_position_docids(
writer: &mut Sorter<MergeFn>,
document_id: DocumentId,
words_positions: &HashMap<String, SmallVec32<Position>>,
) -> anyhow::Result<()>
{
let mut key_buffer = Vec::new();
let mut data_buffer = Vec::new();
for (word, positions) in words_positions {
key_buffer.clear();
key_buffer.extend_from_slice(word.as_bytes());
key_buffer.push(0); // level 0
for position in positions {
key_buffer.truncate(word.len());
let position_bytes = position.to_be_bytes();
key_buffer.extend_from_slice(position_bytes.as_bytes());
key_buffer.extend_from_slice(position_bytes.as_bytes());
data_buffer.clear();
let positions = RoaringBitmap::from_iter(Some(document_id));
// We serialize the positions into a buffer.
CboRoaringBitmapCodec::serialize_into(&positions, &mut data_buffer)
.with_context(|| "could not serialize positions")?;
// that we write under the generated key into MTBL
if lmdb_key_valid_size(&key_buffer) {
writer.insert(&key_buffer, &data_buffer)?;
}
}
}
Ok(())
}
fn write_facet_field_value_docids<I>(
sorter: &mut Sorter<MergeFn>,
iter: I,
@ -561,6 +610,9 @@ impl<'s, A: AsRef<[u8]>> Store<'s, A> {
let mut words_pairs_proximities_docids_wtr = tempfile().and_then(|f| create_writer(comp_type, comp_level, f))?;
self.words_pairs_proximities_docids_sorter.write_into(&mut words_pairs_proximities_docids_wtr)?;
let mut word_level_position_docids_wtr = tempfile().and_then(|f| create_writer(comp_type, comp_level, f))?;
self.word_level_position_docids_sorter.write_into(&mut word_level_position_docids_wtr)?;
let mut facet_field_value_docids_wtr = tempfile().and_then(|f| create_writer(comp_type, comp_level, f))?;
self.facet_field_value_docids_sorter.write_into(&mut facet_field_value_docids_wtr)?;
@ -570,6 +622,7 @@ impl<'s, A: AsRef<[u8]>> Store<'s, A> {
let main = writer_into_reader(main_wtr, shrink_size)?;
let word_docids = writer_into_reader(word_docids_wtr, shrink_size)?;
let words_pairs_proximities_docids = writer_into_reader(words_pairs_proximities_docids_wtr, shrink_size)?;
let word_level_position_docids = writer_into_reader(word_level_position_docids_wtr, shrink_size)?;
let facet_field_value_docids = writer_into_reader(facet_field_value_docids_wtr, shrink_size)?;
let field_id_docid_facet_values = writer_into_reader(field_id_docid_facet_values_wtr, shrink_size)?;
let docid_word_positions = writer_into_reader(self.docid_word_positions_writer, shrink_size)?;
@ -580,6 +633,7 @@ impl<'s, A: AsRef<[u8]>> Store<'s, A> {
word_docids,
docid_word_positions,
words_pairs_proximities_docids,
word_level_position_docids,
facet_field_value_docids,
field_id_docid_facet_values,
documents,

2
milli/src/update/mod.rs
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@ -6,6 +6,7 @@ pub use self::index_documents::{DocumentAdditionResult, IndexDocuments, IndexDoc
pub use self::settings::{Setting, Settings};
pub use self::update_builder::UpdateBuilder;
pub use self::update_step::UpdateIndexingStep;
pub use self::words_level_positions::WordsLevelPositions;
pub use self::words_prefixes::WordsPrefixes;
mod available_documents_ids;
@ -16,5 +17,6 @@ mod index_documents;
mod settings;
mod update_builder;
mod update_step;
mod words_level_positions;
mod words_prefixes;

184
milli/src/update/words_level_positions.rs Normal file
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@ -0,0 +1,184 @@
use std::cmp;
use std::fs::File;
use std::num::NonZeroUsize;
use grenad::{CompressionType, Reader, Writer, FileFuse};
use heed::types::{ByteSlice, DecodeIgnore};
use heed::{BytesEncode, Error};
use log::debug;
use roaring::RoaringBitmap;
use crate::facet::FacetType;
use crate::heed_codec::{StrLevelPositionCodec, CboRoaringBitmapCodec};
use crate::Index;
use crate::update::index_documents::WriteMethod;
use crate::update::index_documents::{create_writer, writer_into_reader, write_into_lmdb_database};
pub struct WordsLevelPositions<'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>,
level_group_size: NonZeroUsize,
min_level_size: NonZeroUsize,
_update_id: u64,
}
impl<'t, 'u, 'i> WordsLevelPositions<'t, 'u, 'i> {
pub fn new(
wtxn: &'t mut heed::RwTxn<'i, 'u>,
index: &'i Index,
update_id: u64,
) -> WordsLevelPositions<'t, 'u, 'i>
{
WordsLevelPositions {
wtxn,
index,
chunk_compression_type: CompressionType::None,
chunk_compression_level: None,
chunk_fusing_shrink_size: None,
level_group_size: NonZeroUsize::new(4).unwrap(),
min_level_size: NonZeroUsize::new(5).unwrap(),
_update_id: update_id,
}
}
pub fn level_group_size(&mut self, value: NonZeroUsize) -> &mut Self {
self.level_group_size = NonZeroUsize::new(cmp::max(value.get(), 2)).unwrap();
self
}
pub fn min_level_size(&mut self, value: NonZeroUsize) -> &mut Self {
self.min_level_size = value;
self
}
pub fn execute(self) -> anyhow::Result<()> {
debug!("Computing and writing the word levels positions docids into LMDB on disk...");
clear_non_zero_levels_positions(self.wtxn, self.index.word_level_position_docids)?;
let entries = compute_positions_levels(
self.wtxn,
self.index.word_level_position_docids,
self.chunk_compression_type,
self.chunk_compression_level,
self.chunk_fusing_shrink_size,
self.level_group_size,
self.min_level_size,
)?;
write_into_lmdb_database(
self.wtxn,
*self.index.facet_field_id_value_docids.as_polymorph(),
entries,
|_, _| anyhow::bail!("invalid facet level merging"),
WriteMethod::GetMergePut,
)?;
Ok(())
}
}
fn clear_non_zero_levels_positions(
wtxn: &mut heed::RwTxn,
db: heed::Database<StrLevelPositionCodec, CboRoaringBitmapCodec>,
) -> heed::Result<()>
{
let mut iter = db.iter_mut(wtxn)?.lazily_decode_data();
while let Some(result) = iter.next() {
let ((_, level, _, _), _) = result?;
if level != 0 {
iter.del_current()?;
}
}
Ok(())
}
/// Generates all the words positions levels (including the level zero).
fn compute_positions_levels(
rtxn: &heed::RoTxn,
db: heed::Database<StrLevelPositionCodec, CboRoaringBitmapCodec>,
compression_type: CompressionType,
compression_level: Option<u32>,
shrink_size: Option<u64>,
level_group_size: NonZeroUsize,
min_level_size: NonZeroUsize,
) -> anyhow::Result<Reader<FileFuse>>
{
// let first_level_size = db.prefix_iter(rtxn, &[field_id])?
// .remap_types::<DecodeIgnore, DecodeIgnore>()
// .fold(Ok(0usize), |count, result| result.and(count).map(|c| c + 1))?;
// // It is forbidden to keep a cursor and write in a database at the same time with LMDB
// // therefore we write the facet levels entries into a grenad file before transfering them.
// let mut writer = tempfile::tempfile().and_then(|file| {
// create_writer(compression_type, compression_level, file)
// })?;
// let level_0_range = {
// let left = (field_id, 0, T::min_value(), T::min_value());
// let right = (field_id, 0, T::max_value(), T::max_value());
// left..=right
// };
// // Groups sizes are always a power of the original level_group_size and therefore a group
// // always maps groups of the previous level and never splits previous levels groups in half.
// let group_size_iter = (1u8..)
// .map(|l| (l, level_group_size.get().pow(l as u32)))
// .take_while(|(_, s)| first_level_size / *s >= min_level_size.get());
// for (level, group_size) in group_size_iter {
// let mut left = T::zero();
// let mut right = T::zero();
// let mut group_docids = RoaringBitmap::new();
// let db = db.remap_key_type::<KC>();
// for (i, result) in db.range(rtxn, &level_0_range)?.enumerate() {
// let ((_field_id, _level, value, _right), docids) = result?;
// if i == 0 {
// left = value;
// } else if i % group_size == 0 {
// // we found the first bound of the next group, we must store the left
// // and right bounds associated with the docids.
// write_entry::<T, KC>(&mut writer, field_id, level, left, right, &group_docids)?;
// // We save the left bound for the new group and also reset the docids.
// group_docids = RoaringBitmap::new();
// left = value;
// }
// // The right bound is always the bound we run through.
// group_docids.union_with(&docids);
// right = value;
// }
// if !group_docids.is_empty() {
// write_entry::<T, KC>(&mut writer, field_id, level, left, right, &group_docids)?;
// }
// }
// writer_into_reader(writer, shrink_size)
todo!()
}
fn write_entry<T, KC>(
writer: &mut Writer<File>,
field_id: u8,
level: u8,
left: T,
right: T,
ids: &RoaringBitmap,
) -> anyhow::Result<()>
where
KC: for<'x> heed::BytesEncode<'x, EItem = (u8, u8, T, T)>,
{
let key = (field_id, level, left, right);
let key = KC::bytes_encode(&key).ok_or(Error::Encoding)?;
let data = CboRoaringBitmapCodec::bytes_encode(&ids).ok_or(Error::Encoding)?;
writer.insert(&key, &data)?;
Ok(())
}