mirror of
https://github.com/meilisearch/MeiliSearch
synced 2024-12-24 05:30:16 +01:00
Rename facet codecs and refine FacetsUpdate API
This commit is contained in:
parent
485a72306d
commit
330c9eb1b2
@ -4,7 +4,9 @@ use heed::Result;
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use roaring::RoaringBitmap;
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use super::{get_first_facet_value, get_highest_level};
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use crate::heed_codec::facet::{ByteSliceRef, FacetGroupKey, FacetGroupValueCodec, FacetGroupKeyCodec};
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use crate::heed_codec::facet::{
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ByteSliceRef, FacetGroupKey, FacetGroupKeyCodec, FacetGroupValueCodec,
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};
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pub fn iterate_over_facet_distribution<'t, CB>(
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rtxn: &'t heed::RoTxn<'t>,
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@ -78,7 +80,8 @@ where
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if level == 0 {
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return self.iterate_level_0(candidates, starting_bound, group_size);
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}
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let starting_key = FacetGroupKey { field_id: self.field_id, level, left_bound: starting_bound };
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let starting_key =
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FacetGroupKey { field_id: self.field_id, level, left_bound: starting_bound };
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let iter = self.db.range(&self.rtxn, &(&starting_key..)).unwrap().take(group_size);
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for el in iter {
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@ -109,16 +112,14 @@ where
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#[cfg(test)]
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mod tests {
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use std::ops::ControlFlow;
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use super::iterate_over_facet_distribution;
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use crate::heed_codec::facet::OrderedF64Codec;
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use crate::milli_snap;
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use crate::search::facet::test::FacetIndex;
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use heed::BytesDecode;
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use rand::{Rng, SeedableRng};
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use roaring::RoaringBitmap;
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use super::iterate_over_facet_distribution;
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use crate::heed_codec::facet::ordered_f64_codec::OrderedF64Codec;
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use crate::milli_snap;
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use crate::search::facet::test::FacetIndex;
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use std::ops::ControlFlow;
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fn get_simple_index() -> FacetIndex<OrderedF64Codec> {
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let index = FacetIndex::<OrderedF64Codec>::new(4, 8);
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@ -4,7 +4,9 @@ use heed::BytesEncode;
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use roaring::RoaringBitmap;
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use super::{get_first_facet_value, get_highest_level, get_last_facet_value};
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use crate::heed_codec::facet::{FacetGroupValueCodec, FacetGroupKey, FacetGroupKeyCodec, ByteSliceRef};
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use crate::heed_codec::facet::{
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ByteSliceRef, FacetGroupKey, FacetGroupKeyCodec, FacetGroupValueCodec,
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};
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use crate::Result;
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pub fn find_docids_of_facet_within_bounds<'t, BoundCodec>(
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@ -117,7 +119,8 @@ impl<'t, 'b, 'bitmap> FacetRangeSearch<'t, 'b, 'bitmap> {
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return self.run_level_0(starting_left_bound, group_size);
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}
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let left_key = FacetGroupKey { field_id: self.field_id, level, left_bound: starting_left_bound };
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let left_key =
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FacetGroupKey { field_id: self.field_id, level, left_bound: starting_left_bound };
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let mut iter = self.db.range(&self.rtxn, &(left_key..))?.take(group_size);
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let (mut previous_key, mut previous_value) = iter.next().unwrap()?;
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@ -258,8 +261,8 @@ mod tests {
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use roaring::RoaringBitmap;
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use super::find_docids_of_facet_within_bounds;
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use crate::heed_codec::facet::ordered_f64_codec::OrderedF64Codec;
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use crate::heed_codec::facet::FacetGroupKeyCodec;
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use crate::heed_codec::facet::OrderedF64Codec;
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use crate::milli_snap;
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use crate::search::facet::test::FacetIndex;
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use crate::snapshot_tests::display_bitmap;
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@ -3,7 +3,7 @@ use roaring::RoaringBitmap;
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use super::{get_first_facet_value, get_highest_level};
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use crate::heed_codec::facet::{
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FacetGroupValue, FacetGroupValueCodec, FacetGroupKey, FacetGroupKeyCodec, ByteSliceRef,
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ByteSliceRef, FacetGroupKey, FacetGroupKeyCodec, FacetGroupValue, FacetGroupValueCodec,
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};
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pub fn ascending_facet_sort<'t>(
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@ -86,7 +86,7 @@ mod tests {
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use rand::{Rng, SeedableRng};
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use roaring::RoaringBitmap;
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use crate::heed_codec::facet::ordered_f64_codec::OrderedF64Codec;
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use crate::heed_codec::facet::OrderedF64Codec;
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use crate::milli_snap;
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use crate::search::facet::facet_sort_ascending::ascending_facet_sort;
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use crate::search::facet::test::FacetIndex;
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@ -5,7 +5,7 @@ use roaring::RoaringBitmap;
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use super::{get_first_facet_value, get_highest_level, get_last_facet_value};
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use crate::heed_codec::facet::{
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FacetGroupValue, FacetGroupValueCodec, FacetGroupKey, FacetGroupKeyCodec, ByteSliceRef,
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ByteSliceRef, FacetGroupKey, FacetGroupKeyCodec, FacetGroupValue, FacetGroupValueCodec,
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};
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pub fn descending_facet_sort<'t>(
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@ -37,7 +37,9 @@ struct DescendingFacetSort<'t> {
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field_id: u16,
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stack: Vec<(
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RoaringBitmap,
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std::iter::Take<heed::RoRevRange<'t, FacetGroupKeyCodec<ByteSliceRef>, FacetGroupValueCodec>>,
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std::iter::Take<
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heed::RoRevRange<'t, FacetGroupKeyCodec<ByteSliceRef>, FacetGroupValueCodec>,
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>,
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Bound<&'t [u8]>,
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)>,
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}
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@ -72,7 +74,8 @@ impl<'t> Iterator for DescendingFacetSort<'t> {
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if level == 0 {
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return Some(Ok(bitmap));
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}
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let starting_key_below = FacetGroupKey { field_id, level: level - 1, left_bound };
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let starting_key_below =
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FacetGroupKey { field_id, level: level - 1, left_bound };
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let end_key_kelow = match *right_bound {
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Bound::Included(right) => Bound::Included(FacetGroupKey {
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@ -89,8 +92,10 @@ impl<'t> Iterator for DescendingFacetSort<'t> {
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};
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let prev_right_bound = *right_bound;
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*right_bound = Bound::Excluded(left_bound);
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let iter =
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match self.db.remap_key_type::<FacetGroupKeyCodec<ByteSliceRef>>().rev_range(
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let iter = match self
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.db
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.remap_key_type::<FacetGroupKeyCodec<ByteSliceRef>>()
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.rev_range(
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&self.rtxn,
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&(Bound::Included(starting_key_below), end_key_kelow),
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) {
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@ -114,8 +119,8 @@ mod tests {
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use rand::{Rng, SeedableRng};
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use roaring::RoaringBitmap;
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use crate::heed_codec::facet::ordered_f64_codec::OrderedF64Codec;
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use crate::heed_codec::facet::{FacetGroupKeyCodec, ByteSliceRef};
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use crate::heed_codec::facet::OrderedF64Codec;
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use crate::heed_codec::facet::{ByteSliceRef, FacetGroupKeyCodec};
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use crate::milli_snap;
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use crate::search::facet::facet_sort_descending::descending_facet_sort;
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use crate::search::facet::test::FacetIndex;
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@ -1,30 +1,24 @@
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use crate::facet::FacetType;
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use crate::heed_codec::facet::{
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ByteSliceRef, FacetGroupKey, FacetGroupKeyCodec, FacetGroupValue, FacetGroupValueCodec,
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};
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use crate::update::index_documents::{create_writer, writer_into_reader};
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use crate::{CboRoaringBitmapCodec, FieldId, Index, Result};
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use grenad::CompressionType;
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use heed::types::ByteSlice;
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use heed::{BytesEncode, Error, RoTxn, RwTxn};
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use log::debug;
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use roaring::RoaringBitmap;
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use std::borrow::Cow;
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use std::cmp;
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use std::fs::File;
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use std::num::NonZeroUsize;
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use grenad::CompressionType;
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use heed::types::{ByteSlice, DecodeIgnore};
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use heed::{BytesDecode, BytesEncode, Error, RoTxn, RwTxn};
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use log::debug;
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use roaring::RoaringBitmap;
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use time::OffsetDateTime;
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use crate::error::InternalError;
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use crate::facet::FacetType;
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use crate::heed_codec::facet::{
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FacetGroupValue, FacetGroupValueCodec, FacetGroupKey, FacetGroupKeyCodec, ByteSliceRef,
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};
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use crate::update::index_documents::{
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create_writer, valid_lmdb_key, write_into_lmdb_database, writer_into_reader,
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};
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use crate::{CboRoaringBitmapCodec, FieldId, Index, Result};
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pub struct FacetsUpdateBulk<'i> {
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index: &'i Index,
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database: heed::Database<FacetGroupKeyCodec<ByteSliceRef>, FacetGroupValueCodec>,
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level_group_size: usize,
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min_level_size: usize,
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level_group_size: u8,
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min_level_size: u8,
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facet_type: FacetType,
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// None if level 0 does not need to be updated
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new_data: Option<grenad::Reader<File>>,
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@ -39,9 +33,9 @@ impl<'i> FacetsUpdateBulk<'i> {
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FacetsUpdateBulk {
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index,
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database: match facet_type {
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FacetType::String => {
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index.facet_id_string_docids.remap_key_type::<FacetGroupKeyCodec<ByteSliceRef>>()
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}
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FacetType::String => index
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.facet_id_string_docids
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.remap_key_type::<FacetGroupKeyCodec<ByteSliceRef>>(),
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FacetType::Number => {
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index.facet_id_f64_docids.remap_key_type::<FacetGroupKeyCodec<ByteSliceRef>>()
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}
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@ -60,9 +54,9 @@ impl<'i> FacetsUpdateBulk<'i> {
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FacetsUpdateBulk {
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index,
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database: match facet_type {
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FacetType::String => {
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index.facet_id_string_docids.remap_key_type::<FacetGroupKeyCodec<ByteSliceRef>>()
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}
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FacetType::String => index
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.facet_id_string_docids
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.remap_key_type::<FacetGroupKeyCodec<ByteSliceRef>>(),
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FacetType::Number => {
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index.facet_id_f64_docids.remap_key_type::<FacetGroupKeyCodec<ByteSliceRef>>()
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}
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@ -77,14 +71,14 @@ impl<'i> FacetsUpdateBulk<'i> {
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/// The number of elements from the level below that are represented by a single element in the level above
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///
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/// This setting is always greater than or equal to 2.
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pub fn level_group_size(&mut self, value: NonZeroUsize) -> &mut Self {
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self.level_group_size = cmp::max(value.get(), 2);
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pub fn level_group_size(mut self, value: u8) -> Self {
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self.level_group_size = cmp::max(value, 2);
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self
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}
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/// The minimum number of elements that a level is allowed to have.
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pub fn min_level_size(&mut self, value: NonZeroUsize) -> &mut Self {
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self.min_level_size = value.get();
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pub fn min_level_size(mut self, value: u8) -> Self {
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self.min_level_size = cmp::max(value, 1);
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self
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}
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@ -109,8 +103,6 @@ impl<'i> FacetsUpdateBulk<'i> {
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}
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self.update_level0(wtxn)?;
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// let mut nested_wtxn = self.index.env.nested_write_txn(wtxn)?;
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for &field_id in faceted_fields.iter() {
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let (level_readers, all_docids) = self.compute_levels_for_field_id(field_id, &wtxn)?;
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@ -119,10 +111,6 @@ impl<'i> FacetsUpdateBulk<'i> {
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for level_reader in level_readers {
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let mut cursor = level_reader.into_cursor()?;
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while let Some((k, v)) = cursor.move_on_next()? {
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let key = FacetGroupKeyCodec::<DecodeIgnore>::bytes_decode(k).unwrap();
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let value = FacetGroupValueCodec::bytes_decode(v).unwrap();
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println!("inserting {key:?} {value:?}");
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self.database.remap_types::<ByteSlice, ByteSlice>().put(wtxn, k, v)?;
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}
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}
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@ -141,7 +129,6 @@ impl<'i> FacetsUpdateBulk<'i> {
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let mut database = self.database.iter_mut(wtxn)?.remap_types::<ByteSlice, ByteSlice>();
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let mut cursor = new_data.into_cursor()?;
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while let Some((key, value)) = cursor.move_on_next()? {
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if valid_lmdb_key(key) {
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buffer.clear();
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// the group size for level 0
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buffer.push(1);
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@ -149,16 +136,15 @@ impl<'i> FacetsUpdateBulk<'i> {
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buffer.extend_from_slice(value);
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unsafe { database.append(key, &buffer)? };
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}
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}
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} else {
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let mut buffer = Vec::new();
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let database = self.database.remap_types::<ByteSlice, ByteSlice>();
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let mut cursor = new_data.into_cursor()?;
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while let Some((key, value)) = cursor.move_on_next()? {
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if valid_lmdb_key(key) {
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// the value is a CboRoaringBitmap, but I still need to prepend the
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// group size for level 0 (= 1) to it
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buffer.clear();
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// the group size for level 0
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buffer.push(1);
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// then we extend the buffer with the docids bitmap
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match database.get(wtxn, key)? {
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@ -176,7 +162,6 @@ impl<'i> FacetsUpdateBulk<'i> {
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database.put(wtxn, key, &buffer)?;
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}
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}
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}
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Ok(())
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}
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@ -186,7 +171,7 @@ impl<'i> FacetsUpdateBulk<'i> {
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field_id: FieldId,
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txn: &RoTxn,
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) -> Result<(Vec<grenad::Reader<File>>, RoaringBitmap)> {
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// TODO: first check whether there is anything in level 0
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// TODO: first check whether there is anything in level 0?
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let algo = ComputeHigherLevels {
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rtxn: txn,
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db: &self.database,
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@ -212,8 +197,8 @@ struct ComputeHigherLevels<'t> {
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rtxn: &'t heed::RoTxn<'t>,
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db: &'t heed::Database<FacetGroupKeyCodec<ByteSliceRef>, FacetGroupValueCodec>,
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field_id: u16,
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level_group_size: usize,
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min_level_size: usize,
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level_group_size: u8,
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min_level_size: u8,
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}
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impl<'t> ComputeHigherLevels<'t> {
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fn read_level_0(
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@ -248,7 +233,7 @@ impl<'t> ComputeHigherLevels<'t> {
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}
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bitmaps.push(docids);
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if bitmaps.len() == self.level_group_size {
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if bitmaps.len() == self.level_group_size as usize {
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handle_group(&bitmaps, left_bound)?;
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first_iteration_for_new_group = true;
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bitmaps.clear();
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@ -265,9 +250,8 @@ impl<'t> ComputeHigherLevels<'t> {
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/// Compute the content of the database levels from its level 0 for the given field id.
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///
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/// ## Returns:
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/// 1. a vector of grenad::Reader. The reader at index `i` corresponds to the elements of level `i + 1`
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/// A vector of grenad::Reader. The reader at index `i` corresponds to the elements of level `i + 1`
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/// that must be inserted into the database.
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/// 2. a roaring bitmap of all the document ids present in the database
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fn compute_higher_levels(
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&self,
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level: u8,
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@ -302,7 +286,7 @@ impl<'t> ComputeHigherLevels<'t> {
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left_bounds.push(left_bound);
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bitmaps.push(combined_bitmap);
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if bitmaps.len() != self.level_group_size {
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if bitmaps.len() != self.level_group_size as usize {
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return Ok(());
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}
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let left_bound = left_bounds.first().unwrap();
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@ -312,8 +296,8 @@ impl<'t> ComputeHigherLevels<'t> {
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bitmaps.drain(..).zip(left_bounds.drain(..)).zip(group_sizes.drain(..))
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{
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let key = FacetGroupKey { field_id: self.field_id, level, left_bound };
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let key =
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FacetGroupKeyCodec::<ByteSliceRef>::bytes_encode(&key).ok_or(Error::Encoding)?;
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let key = FacetGroupKeyCodec::<ByteSliceRef>::bytes_encode(&key)
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.ok_or(Error::Encoding)?;
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let value = FacetGroupValue { size: group_size, bitmap };
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let value =
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FacetGroupValueCodec::bytes_encode(&value).ok_or(Error::Encoding)?;
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@ -330,8 +314,8 @@ impl<'t> ComputeHigherLevels<'t> {
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bitmaps.drain(..).zip(left_bounds.drain(..)).zip(group_sizes.drain(..))
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{
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let key = FacetGroupKey { field_id: self.field_id, level, left_bound };
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let key =
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FacetGroupKeyCodec::<ByteSliceRef>::bytes_encode(&key).ok_or(Error::Encoding)?;
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let key = FacetGroupKeyCodec::<ByteSliceRef>::bytes_encode(&key)
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.ok_or(Error::Encoding)?;
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let value = FacetGroupValue { size: group_size, bitmap };
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let value = FacetGroupValueCodec::bytes_encode(&value).ok_or(Error::Encoding)?;
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cur_writer.insert(key, value)?;
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@ -340,6 +324,10 @@ impl<'t> ComputeHigherLevels<'t> {
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}
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if cur_writer_len > self.min_level_size {
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sub_writers.push(writer_into_reader(cur_writer)?);
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} else {
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if !bitmaps.is_empty() {
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handle_group(&bitmaps, left_bounds.first().unwrap())?;
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}
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}
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return Ok(sub_writers);
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}
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@ -3,7 +3,7 @@ use heed::{BytesDecode, Error, RoTxn, RwTxn};
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use roaring::RoaringBitmap;
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use crate::heed_codec::facet::{
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FacetGroupValue, FacetGroupValueCodec, FacetGroupKey, FacetGroupKeyCodec, ByteSliceRef,
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ByteSliceRef, FacetGroupKey, FacetGroupKeyCodec, FacetGroupValue, FacetGroupValueCodec,
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};
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use crate::search::facet::get_highest_level;
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use crate::Result;
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@ -20,14 +20,26 @@ enum DeletionResult {
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pub struct FacetsUpdateIncremental {
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db: heed::Database<FacetGroupKeyCodec<ByteSliceRef>, FacetGroupValueCodec>,
|
||||
group_size: usize,
|
||||
min_level_size: usize,
|
||||
max_group_size: usize,
|
||||
group_size: u8,
|
||||
min_level_size: u8,
|
||||
max_group_size: u8,
|
||||
}
|
||||
impl FacetsUpdateIncremental {
|
||||
pub fn new(db: heed::Database<FacetGroupKeyCodec<ByteSliceRef>, FacetGroupValueCodec>) -> Self {
|
||||
Self { db, group_size: 4, min_level_size: 5, max_group_size: 8 }
|
||||
}
|
||||
pub fn group_size(mut self, size: u8) -> Self {
|
||||
self.group_size = size;
|
||||
self
|
||||
}
|
||||
pub fn min_level_size(mut self, size: u8) -> Self {
|
||||
self.min_level_size = size;
|
||||
self
|
||||
}
|
||||
pub fn max_group_size(mut self, size: u8) -> Self {
|
||||
self.max_group_size = size;
|
||||
self
|
||||
}
|
||||
}
|
||||
impl FacetsUpdateIncremental {
|
||||
fn find_insertion_key_value(
|
||||
@ -178,12 +190,7 @@ impl FacetsUpdateIncremental {
|
||||
let mut updated_value = self.db.get(&txn, &insertion_key.as_ref())?.unwrap();
|
||||
|
||||
updated_value.size += 1;
|
||||
if updated_value.size as usize == max_group_size {
|
||||
// need to split it
|
||||
// recompute left element and right element
|
||||
// replace current group by left element
|
||||
// add one more group to the right
|
||||
|
||||
if updated_value.size == max_group_size {
|
||||
let size_left = max_group_size / 2;
|
||||
let size_right = max_group_size - size_left;
|
||||
|
||||
@ -201,7 +208,7 @@ impl FacetsUpdateIncremental {
|
||||
)?
|
||||
.unwrap();
|
||||
|
||||
let mut iter = self.db.range(&txn, &(start_key..))?.take(max_group_size);
|
||||
let mut iter = self.db.range(&txn, &(start_key..))?.take(max_group_size as usize);
|
||||
|
||||
let group_left = {
|
||||
let mut values_left = RoaringBitmap::new();
|
||||
@ -234,8 +241,11 @@ impl FacetsUpdateIncremental {
|
||||
values_right |= &value.bitmap;
|
||||
}
|
||||
|
||||
let key =
|
||||
FacetGroupKey { field_id, level, left_bound: right_start_key.unwrap().to_vec() };
|
||||
let key = FacetGroupKey {
|
||||
field_id,
|
||||
level,
|
||||
left_bound: right_start_key.unwrap().to_vec(),
|
||||
};
|
||||
let value = FacetGroupValue { size: size_right as u8, bitmap: values_right };
|
||||
(key, value)
|
||||
};
|
||||
@ -288,7 +298,7 @@ impl FacetsUpdateIncremental {
|
||||
.prefix_iter::<_, ByteSlice, ByteSlice>(&txn, &highest_level_prefix)?
|
||||
.count();
|
||||
|
||||
if size_highest_level < self.group_size * self.min_level_size {
|
||||
if size_highest_level < self.group_size as usize * self.min_level_size as usize {
|
||||
return Ok(());
|
||||
}
|
||||
|
||||
@ -438,7 +448,7 @@ impl FacetsUpdateIncremental {
|
||||
.as_polymorph()
|
||||
.prefix_iter::<_, ByteSlice, ByteSlice>(&txn, &highest_level_prefix)?
|
||||
.count()
|
||||
>= self.group_size
|
||||
>= self.min_level_size as usize
|
||||
{
|
||||
return Ok(());
|
||||
}
|
||||
@ -450,7 +460,9 @@ impl FacetsUpdateIncremental {
|
||||
while let Some(el) = iter.next() {
|
||||
let (k, _) = el?;
|
||||
to_delete.push(
|
||||
FacetGroupKeyCodec::<ByteSliceRef>::bytes_decode(k).ok_or(Error::Encoding)?.into_owned(),
|
||||
FacetGroupKeyCodec::<ByteSliceRef>::bytes_decode(k)
|
||||
.ok_or(Error::Encoding)?
|
||||
.into_owned(),
|
||||
);
|
||||
}
|
||||
drop(iter);
|
||||
@ -469,9 +481,9 @@ mod tests {
|
||||
use rand::{Rng, SeedableRng};
|
||||
use roaring::RoaringBitmap;
|
||||
|
||||
use crate::heed_codec::facet::ordered_f64_codec::OrderedF64Codec;
|
||||
use crate::heed_codec::facet::str_ref::StrRefCodec;
|
||||
use crate::heed_codec::facet::{FacetGroupValueCodec, FacetGroupKeyCodec, ByteSliceRef};
|
||||
use crate::heed_codec::facet::OrderedF64Codec;
|
||||
use crate::heed_codec::facet::StrRefCodec;
|
||||
use crate::heed_codec::facet::{ByteSliceRef, FacetGroupKeyCodec, FacetGroupValueCodec};
|
||||
use crate::milli_snap;
|
||||
use crate::search::facet::get_highest_level;
|
||||
use crate::search::facet::test::FacetIndex;
|
||||
|
@ -4,7 +4,6 @@ use crate::{
|
||||
heed_codec::facet::{ByteSliceRef, FacetGroupKeyCodec, FacetGroupValueCodec},
|
||||
CboRoaringBitmapCodec, FieldId, Index, Result,
|
||||
};
|
||||
use grenad::CompressionType;
|
||||
use heed::BytesDecode;
|
||||
use roaring::RoaringBitmap;
|
||||
use std::{collections::HashMap, fs::File};
|
||||
@ -42,26 +41,17 @@ impl<'i> FacetsUpdate<'i> {
|
||||
}
|
||||
}
|
||||
|
||||
// /// The number of elements from the level below that are represented by a single element in the level above
|
||||
// ///
|
||||
// /// This setting is always greater than or equal to 2.
|
||||
// pub fn level_group_size(&mut self, value: u8) -> &mut Self {
|
||||
// self.level_group_size = std::cmp::max(value, 2);
|
||||
// self
|
||||
// }
|
||||
|
||||
// /// The minimum number of elements that a level is allowed to have.
|
||||
// pub fn min_level_size(&mut self, value: u8) -> &mut Self {
|
||||
// self.min_level_size = std::cmp::max(value, 1);
|
||||
// self
|
||||
// }
|
||||
|
||||
pub fn execute(self, wtxn: &mut heed::RwTxn) -> Result<()> {
|
||||
// here, come up with a better condition!
|
||||
if self.database.is_empty(wtxn)? {
|
||||
let bulk_update = FacetsUpdateBulk::new(self.index, self.facet_type, self.new_data);
|
||||
let bulk_update = FacetsUpdateBulk::new(self.index, self.facet_type, self.new_data)
|
||||
.level_group_size(self.level_group_size)
|
||||
.min_level_size(self.min_level_size);
|
||||
bulk_update.execute(wtxn)?;
|
||||
} else {
|
||||
let indexer = FacetsUpdateIncremental::new(self.database);
|
||||
let indexer = FacetsUpdateIncremental::new(self.database)
|
||||
.max_group_size(self.max_level_group_size)
|
||||
.min_level_size(self.min_level_size);
|
||||
|
||||
let mut new_faceted_docids = HashMap::<FieldId, RoaringBitmap>::default();
|
||||
|
||||
|
@ -16,8 +16,4 @@ source: milli/src/update/facet/incremental.rs
|
||||
0 0 k12 1 "[12, ]"
|
||||
0 0 k13 1 "[13, ]"
|
||||
0 0 k14 1 "[14, ]"
|
||||
0 1 k0 4 "[0, 1, 2, 3, ]"
|
||||
0 1 k4 4 "[4, 5, 6, 7, ]"
|
||||
0 1 k8 4 "[8, 9, 10, 11, ]"
|
||||
0 1 k12 3 "[12, 13, 14, ]"
|
||||
|
||||
|
Loading…
x
Reference in New Issue
Block a user