mirror of
https://github.com/meilisearch/MeiliSearch
synced 2024-11-26 14:54:27 +01:00
Make facet deletion incremental
This commit is contained in:
parent
0ade699873
commit
1165ba2171
@ -1,4 +1,5 @@
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use std::collections::btree_map::Entry;
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use std::collections::{HashMap, HashSet};
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use fst::IntoStreamer;
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use heed::types::{ByteSlice, DecodeIgnore, Str};
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@ -8,17 +9,16 @@ use serde::{Deserialize, Serialize};
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use serde_json::Value;
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use time::OffsetDateTime;
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use super::{ClearDocuments, FacetsUpdateBulk};
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use super::facet::delete::FacetsDelete;
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use super::ClearDocuments;
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use crate::error::{InternalError, UserError};
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use crate::facet::FacetType;
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use crate::heed_codec::facet::{
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ByteSliceRef, FacetGroupKeyCodec, FacetGroupValueCodec, FieldDocIdFacetIgnoreCodec,
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};
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use crate::heed_codec::facet::FieldDocIdFacetCodec;
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use crate::heed_codec::CboRoaringBitmapCodec;
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use crate::index::{db_name, main_key};
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use crate::{
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ExternalDocumentsIds, FieldId, FieldIdMapMissingEntry, FieldsIdsMap, Index, Result,
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RoaringBitmapCodec, SmallString32, BEU32,
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ExternalDocumentsIds, FieldId, FieldIdMapMissingEntry, Index, Result, RoaringBitmapCodec,
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SmallString32, BEU32,
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};
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pub struct DeleteDocuments<'t, 'u, 'i> {
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@ -444,13 +444,7 @@ impl<'t, 'u, 'i> DeleteDocuments<'t, 'u, 'i> {
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}
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for facet_type in [FacetType::Number, FacetType::String] {
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remove_docids_from_facet_id_docids(
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self.wtxn,
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self.index,
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&self.to_delete_docids,
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fields_ids_map.clone(),
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facet_type,
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)?;
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let mut affected_facet_values = HashMap::new();
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for field_id in self.index.faceted_fields_ids(self.wtxn)? {
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// Remove docids from the number faceted documents ids
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let mut docids =
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@ -458,15 +452,25 @@ impl<'t, 'u, 'i> DeleteDocuments<'t, 'u, 'i> {
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docids -= &self.to_delete_docids;
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self.index.put_faceted_documents_ids(self.wtxn, field_id, facet_type, &docids)?;
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remove_docids_from_field_id_docid_facet_value(
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let facet_values = remove_docids_from_field_id_docid_facet_value(
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&self.index,
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self.wtxn,
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facet_type,
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field_id,
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&self.to_delete_docids,
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)?;
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if !facet_values.is_empty() {
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affected_facet_values.insert(field_id, facet_values);
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}
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}
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FacetsDelete::new(
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self.index,
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facet_type,
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affected_facet_values,
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&self.to_delete_docids,
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)
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.execute(self.wtxn)?;
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}
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// We delete the documents ids that are under the facet field id values.
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remove_docids_from_facet_id_exists_docids(
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@ -546,7 +550,7 @@ fn remove_docids_from_field_id_docid_facet_value<'i, 'a>(
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facet_type: FacetType,
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field_id: FieldId,
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to_remove: &RoaringBitmap,
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) -> heed::Result<()> {
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) -> heed::Result<HashSet<Vec<u8>>> {
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let db = match facet_type {
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FacetType::String => {
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index.field_id_docid_facet_strings.remap_types::<ByteSlice, DecodeIgnore>()
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@ -555,19 +559,23 @@ fn remove_docids_from_field_id_docid_facet_value<'i, 'a>(
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index.field_id_docid_facet_f64s.remap_types::<ByteSlice, DecodeIgnore>()
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}
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};
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let mut all_affected_facet_values = HashSet::default();
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let mut iter = db
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.prefix_iter_mut(wtxn, &field_id.to_be_bytes())?
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.remap_key_type::<FieldDocIdFacetIgnoreCodec>();
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.remap_key_type::<FieldDocIdFacetCodec<ByteSlice>>();
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while let Some(result) = iter.next() {
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let ((_, docid, _), _) = result?;
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let ((_, docid, facet_value), _) = result?;
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if to_remove.contains(docid) {
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if !all_affected_facet_values.contains(facet_value) {
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all_affected_facet_values.insert(facet_value.to_owned());
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}
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// safety: we don't keep references from inside the LMDB database.
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unsafe { iter.del_current()? };
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}
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}
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Ok(())
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Ok(all_affected_facet_values)
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}
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fn remove_docids_from_facet_id_exists_docids<'a, C>(
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@ -595,54 +603,6 @@ where
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Ok(())
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}
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fn remove_docids_from_facet_id_docids<'a>(
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wtxn: &'a mut heed::RwTxn,
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index: &Index,
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to_remove: &RoaringBitmap,
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fields_ids_map: FieldsIdsMap,
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facet_type: FacetType,
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) -> Result<()> {
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let db = 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::Number => {
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index.facet_id_f64_docids.remap_key_type::<FacetGroupKeyCodec<ByteSliceRef>>()
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}
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};
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let mut modified = false;
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for field_id in fields_ids_map.ids() {
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let mut level0_prefix = vec![];
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level0_prefix.extend_from_slice(&field_id.to_be_bytes());
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level0_prefix.push(0);
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let mut iter = db
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.as_polymorph()
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.prefix_iter_mut::<_, ByteSlice, FacetGroupValueCodec>(wtxn, &level0_prefix)?;
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while let Some(result) = iter.next() {
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let (bytes, mut value) = result?;
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let previous_len = value.bitmap.len();
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value.bitmap -= to_remove;
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if value.bitmap.is_empty() {
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// safety: we don't keep references from inside the LMDB database.
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unsafe { iter.del_current()? };
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modified = true;
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} else if value.bitmap.len() != previous_len {
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let bytes = bytes.to_owned();
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// safety: we don't keep references from inside the LMDB database.
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unsafe { iter.put_current(&bytes, &value)? };
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modified = true;
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}
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}
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}
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if !modified {
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return Ok(());
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}
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let builder = FacetsUpdateBulk::new_not_updating_level_0(index, facet_type);
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builder.execute(wtxn)?;
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Ok(())
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}
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#[cfg(test)]
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mod tests {
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@ -29,6 +29,7 @@ pub struct FacetsUpdateBulk<'i> {
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group_size: u8,
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min_level_size: u8,
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facet_type: FacetType,
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field_ids: Vec<FieldId>,
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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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}
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@ -36,20 +37,30 @@ pub struct FacetsUpdateBulk<'i> {
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impl<'i> FacetsUpdateBulk<'i> {
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pub fn new(
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index: &'i Index,
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field_ids: Vec<FieldId>,
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facet_type: FacetType,
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new_data: grenad::Reader<File>,
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group_size: u8,
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min_level_size: u8,
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) -> FacetsUpdateBulk<'i> {
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FacetsUpdateBulk { index, group_size, min_level_size, facet_type, new_data: Some(new_data) }
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FacetsUpdateBulk {
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index,
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field_ids,
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group_size,
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min_level_size,
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facet_type,
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new_data: Some(new_data),
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}
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}
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pub fn new_not_updating_level_0(
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index: &'i Index,
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field_ids: Vec<FieldId>,
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facet_type: FacetType,
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) -> FacetsUpdateBulk<'i> {
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FacetsUpdateBulk {
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index,
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field_ids,
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group_size: FACET_GROUP_SIZE,
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min_level_size: FACET_MIN_LEVEL_SIZE,
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facet_type,
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@ -61,7 +72,7 @@ impl<'i> FacetsUpdateBulk<'i> {
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pub fn execute(self, wtxn: &mut heed::RwTxn) -> Result<()> {
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debug!("Computing and writing the facet values levels docids into LMDB on disk...");
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let Self { index, group_size, min_level_size, facet_type, new_data } = self;
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let Self { index, field_ids, group_size, min_level_size, facet_type, new_data } = self;
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let db = match facet_type {
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FacetType::String => {
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@ -76,8 +87,6 @@ impl<'i> FacetsUpdateBulk<'i> {
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let inner = FacetsUpdateBulkInner { db, new_data, group_size, min_level_size };
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let field_ids = index.faceted_fields_ids(wtxn)?.iter().copied().collect::<Box<[_]>>();
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inner.update(wtxn, &field_ids, |wtxn, field_id, all_docids| {
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index.put_faceted_documents_ids(wtxn, field_id, facet_type, &all_docids)?;
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Ok(())
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@ -405,7 +414,7 @@ mod tests {
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index.verify_structure_validity(&wtxn, 1);
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// delete all the elements for the facet id 0
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for i in 0..100u32 {
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index.delete(&mut wtxn, 0, &(i as f64), i);
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index.delete_single_docid(&mut wtxn, 0, &(i as f64), i);
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}
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index.verify_structure_validity(&wtxn, 0);
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index.verify_structure_validity(&wtxn, 1);
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92
milli/src/update/facet/delete.rs
Normal file
92
milli/src/update/facet/delete.rs
Normal file
@ -0,0 +1,92 @@
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use super::{FACET_GROUP_SIZE, FACET_MAX_GROUP_SIZE, FACET_MIN_LEVEL_SIZE};
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use crate::{
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facet::FacetType,
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heed_codec::facet::{ByteSliceRef, FacetGroupKey, FacetGroupKeyCodec, FacetGroupValueCodec},
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update::{FacetsUpdateBulk, FacetsUpdateIncrementalInner},
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FieldId, Index, Result,
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};
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use heed::RwTxn;
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use roaring::RoaringBitmap;
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use std::collections::{HashMap, HashSet};
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pub struct FacetsDelete<'i, 'b> {
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index: &'i Index,
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database: heed::Database<FacetGroupKeyCodec<ByteSliceRef>, FacetGroupValueCodec>,
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facet_type: FacetType,
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affected_facet_values: HashMap<FieldId, HashSet<Vec<u8>>>,
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docids_to_delete: &'b RoaringBitmap,
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group_size: u8,
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max_group_size: u8,
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min_level_size: u8,
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}
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impl<'i, 'b> FacetsDelete<'i, 'b> {
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pub fn new(
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index: &'i Index,
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facet_type: FacetType,
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affected_facet_values: HashMap<FieldId, HashSet<Vec<u8>>>,
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docids_to_delete: &'b RoaringBitmap,
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) -> Self {
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let 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::Number => {
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index.facet_id_f64_docids.remap_key_type::<FacetGroupKeyCodec<ByteSliceRef>>()
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}
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};
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Self {
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index,
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database,
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facet_type,
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affected_facet_values,
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docids_to_delete,
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group_size: FACET_GROUP_SIZE,
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max_group_size: FACET_MAX_GROUP_SIZE,
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min_level_size: FACET_MIN_LEVEL_SIZE,
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}
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}
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pub fn execute(self, wtxn: &mut RwTxn) -> Result<()> {
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for (field_id, affected_facet_values) in self.affected_facet_values {
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if affected_facet_values.len() >= (self.database.len(wtxn)? / 50) {
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// Bulk delete
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let mut modified = false;
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for facet_value in affected_facet_values {
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let key =
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FacetGroupKey { field_id, level: 0, left_bound: facet_value.as_slice() };
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let mut old = self.database.get(wtxn, &key)?.unwrap();
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let previous_len = old.bitmap.len();
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old.bitmap -= self.docids_to_delete;
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if old.bitmap.is_empty() {
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modified = true;
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self.database.delete(wtxn, &key)?;
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} else if old.bitmap.len() != previous_len {
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modified = true;
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self.database.put(wtxn, &key, &old)?;
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}
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}
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if modified {
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let builder = FacetsUpdateBulk::new_not_updating_level_0(
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self.index,
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vec![field_id],
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self.facet_type,
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);
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builder.execute(wtxn)?;
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}
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} else {
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// Incremental
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let inc = FacetsUpdateIncrementalInner {
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db: self.database,
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group_size: self.group_size,
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min_level_size: self.min_level_size,
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max_group_size: self.max_group_size,
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};
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for facet_value in affected_facet_values {
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inc.delete(wtxn, field_id, facet_value.as_slice(), &self.docids_to_delete)?;
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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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}
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@ -485,20 +485,20 @@ impl FacetsUpdateIncrementalInner {
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field_id: u16,
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level: u8,
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facet_value: &[u8],
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docid: u32,
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docids: &RoaringBitmap,
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) -> Result<DeletionResult> {
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if level == 0 {
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return self.delete_in_level_0(txn, field_id, facet_value, docid);
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return self.delete_in_level_0(txn, field_id, facet_value, docids);
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}
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let (deletion_key, mut bitmap) =
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self.find_insertion_key_value(field_id, level, facet_value, txn)?;
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let result = self.delete_in_level(txn, field_id, level - 1, facet_value.clone(), docid)?;
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let result = self.delete_in_level(txn, field_id, level - 1, facet_value.clone(), docids)?;
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let mut decrease_size = false;
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let next_key = match result {
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DeletionResult::InPlace => {
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bitmap.bitmap.remove(docid);
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bitmap.bitmap -= docids;
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self.db.put(txn, &deletion_key.as_ref(), &bitmap)?;
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return Ok(DeletionResult::InPlace);
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}
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@ -527,7 +527,7 @@ impl FacetsUpdateIncrementalInner {
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if reduced_range {
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updated_deletion_key.left_bound = next_key.clone().unwrap();
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}
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updated_value.bitmap.remove(docid);
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updated_value.bitmap -= docids;
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let _ = self.db.delete(txn, &deletion_key.as_ref())?;
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self.db.put(txn, &updated_deletion_key.as_ref(), &updated_value)?;
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if reduced_range {
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@ -543,11 +543,11 @@ impl FacetsUpdateIncrementalInner {
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txn: &'t mut RwTxn,
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field_id: u16,
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facet_value: &[u8],
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docid: u32,
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docids: &RoaringBitmap,
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) -> Result<DeletionResult> {
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let key = FacetGroupKey { field_id, level: 0, left_bound: facet_value };
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let mut bitmap = self.db.get(&txn, &key)?.unwrap().bitmap;
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bitmap.remove(docid);
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bitmap -= docids;
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if bitmap.is_empty() {
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let mut next_key = None;
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@ -571,7 +571,7 @@ impl FacetsUpdateIncrementalInner {
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txn: &'t mut RwTxn,
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field_id: u16,
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facet_value: &[u8],
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docid: u32,
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docids: &RoaringBitmap,
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) -> Result<()> {
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if self
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.db
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@ -584,7 +584,7 @@ impl FacetsUpdateIncrementalInner {
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let highest_level = get_highest_level(&txn, self.db, field_id)?;
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let result =
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self.delete_in_level(txn, field_id, highest_level as u8, facet_value, docid)?;
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self.delete_in_level(txn, field_id, highest_level as u8, facet_value, docids)?;
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match result {
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DeletionResult::InPlace => return Ok(()),
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DeletionResult::Reduce { .. } => return Ok(()),
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@ -807,7 +807,7 @@ mod tests {
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for i in (200..256).into_iter().rev() {
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index.verify_structure_validity(&txn, 0);
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index.delete(&mut txn, 0, &(i as f64), i as u32);
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index.delete_single_docid(&mut txn, 0, &(i as f64), i as u32);
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}
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index.verify_structure_validity(&txn, 0);
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txn.commit().unwrap();
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@ -816,7 +816,7 @@ mod tests {
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for i in (150..200).into_iter().rev() {
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index.verify_structure_validity(&txn, 0);
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index.delete(&mut txn, 0, &(i as f64), i as u32);
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index.delete_single_docid(&mut txn, 0, &(i as f64), i as u32);
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}
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index.verify_structure_validity(&txn, 0);
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txn.commit().unwrap();
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@ -824,7 +824,7 @@ mod tests {
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let mut txn = index.env.write_txn().unwrap();
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for i in (100..150).into_iter().rev() {
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index.verify_structure_validity(&txn, 0);
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index.delete(&mut txn, 0, &(i as f64), i as u32);
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||||
index.delete_single_docid(&mut txn, 0, &(i as f64), i as u32);
|
||||
}
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
txn.commit().unwrap();
|
||||
@ -832,14 +832,14 @@ mod tests {
|
||||
let mut txn = index.env.write_txn().unwrap();
|
||||
for i in (17..100).into_iter().rev() {
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
index.delete(&mut txn, 0, &(i as f64), i as u32);
|
||||
index.delete_single_docid(&mut txn, 0, &(i as f64), i as u32);
|
||||
}
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
txn.commit().unwrap();
|
||||
milli_snap!(format!("{index}"), 17);
|
||||
let mut txn = index.env.write_txn().unwrap();
|
||||
for i in (15..17).into_iter().rev() {
|
||||
index.delete(&mut txn, 0, &(i as f64), i as u32);
|
||||
index.delete_single_docid(&mut txn, 0, &(i as f64), i as u32);
|
||||
}
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
txn.commit().unwrap();
|
||||
@ -847,7 +847,7 @@ mod tests {
|
||||
let mut txn = index.env.write_txn().unwrap();
|
||||
for i in (0..15).into_iter().rev() {
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
index.delete(&mut txn, 0, &(i as f64), i as u32);
|
||||
index.delete_single_docid(&mut txn, 0, &(i as f64), i as u32);
|
||||
}
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
txn.commit().unwrap();
|
||||
@ -867,7 +867,7 @@ mod tests {
|
||||
}
|
||||
|
||||
for i in 0..128 {
|
||||
index.delete(&mut txn, 0, &(i as f64), i as u32);
|
||||
index.delete_single_docid(&mut txn, 0, &(i as f64), i as u32);
|
||||
}
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
txn.commit().unwrap();
|
||||
@ -875,7 +875,7 @@ mod tests {
|
||||
let mut txn = index.env.write_txn().unwrap();
|
||||
for i in 128..216 {
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
index.delete(&mut txn, 0, &(i as f64), i as u32);
|
||||
index.delete_single_docid(&mut txn, 0, &(i as f64), i as u32);
|
||||
}
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
txn.commit().unwrap();
|
||||
@ -883,7 +883,7 @@ mod tests {
|
||||
let mut txn = index.env.write_txn().unwrap();
|
||||
for i in 216..256 {
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
index.delete(&mut txn, 0, &(i as f64), i as u32);
|
||||
index.delete_single_docid(&mut txn, 0, &(i as f64), i as u32);
|
||||
}
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
txn.commit().unwrap();
|
||||
@ -908,7 +908,7 @@ mod tests {
|
||||
for i in 0..128 {
|
||||
let key = keys[i];
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
index.delete(&mut txn, 0, &(key as f64), key as u32);
|
||||
index.delete_single_docid(&mut txn, 0, &(key as f64), key as u32);
|
||||
}
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
txn.commit().unwrap();
|
||||
@ -917,7 +917,7 @@ mod tests {
|
||||
for i in 128..216 {
|
||||
let key = keys[i];
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
index.delete(&mut txn, 0, &(key as f64), key as u32);
|
||||
index.delete_single_docid(&mut txn, 0, &(key as f64), key as u32);
|
||||
}
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
txn.commit().unwrap();
|
||||
@ -926,7 +926,7 @@ mod tests {
|
||||
for i in 216..256 {
|
||||
let key = keys[i];
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
index.delete(&mut txn, 0, &(key as f64), key as u32);
|
||||
index.delete_single_docid(&mut txn, 0, &(key as f64), key as u32);
|
||||
}
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
txn.commit().unwrap();
|
||||
@ -979,7 +979,7 @@ mod tests {
|
||||
|
||||
for &key in keys.iter() {
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
index.delete(&mut txn, 0, &(key as f64), key + 100);
|
||||
index.delete_single_docid(&mut txn, 0, &(key as f64), key + 100);
|
||||
}
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
txn.commit().unwrap();
|
||||
@ -1010,7 +1010,7 @@ mod tests {
|
||||
|
||||
for &key in keys.iter() {
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
index.delete(&mut txn, 0, &format!("{key:x}").as_str(), key + 100);
|
||||
index.delete_single_docid(&mut txn, 0, &format!("{key:x}").as_str(), key + 100);
|
||||
}
|
||||
index.verify_structure_validity(&txn, 0);
|
||||
txn.commit().unwrap();
|
||||
@ -1131,7 +1131,7 @@ mod fuzz {
|
||||
OperationKind::Delete(value) => {
|
||||
if let Some(keys) = value_to_keys.get(value) {
|
||||
for key in keys {
|
||||
index.delete(&mut txn, *field_id, key, *value as u32);
|
||||
index.delete_single_docid(&mut txn, *field_id, key, *value as u32);
|
||||
trivial_db.delete(*field_id, *key, *value as u32);
|
||||
}
|
||||
}
|
||||
|
@ -74,15 +74,15 @@ pub const FACET_MAX_GROUP_SIZE: u8 = 8;
|
||||
pub const FACET_GROUP_SIZE: u8 = 4;
|
||||
pub const FACET_MIN_LEVEL_SIZE: u8 = 5;
|
||||
|
||||
use std::fs::File;
|
||||
|
||||
use self::incremental::FacetsUpdateIncremental;
|
||||
use super::FacetsUpdateBulk;
|
||||
use crate::facet::FacetType;
|
||||
use crate::heed_codec::facet::{ByteSliceRef, FacetGroupKeyCodec, FacetGroupValueCodec};
|
||||
use crate::{Index, Result};
|
||||
use std::fs::File;
|
||||
|
||||
pub mod bulk;
|
||||
pub mod delete;
|
||||
pub mod incremental;
|
||||
|
||||
pub struct FacetsUpdate<'i> {
|
||||
@ -120,8 +120,11 @@ impl<'i> FacetsUpdate<'i> {
|
||||
return Ok(());
|
||||
}
|
||||
if self.new_data.len() >= (self.database.len(wtxn)? as u64 / 50) {
|
||||
let field_ids =
|
||||
self.index.faceted_fields_ids(wtxn)?.iter().copied().collect::<Vec<_>>();
|
||||
let bulk_update = FacetsUpdateBulk::new(
|
||||
self.index,
|
||||
field_ids,
|
||||
self.facet_type,
|
||||
self.new_data,
|
||||
self.group_size,
|
||||
@ -273,12 +276,12 @@ pub(crate) mod tests {
|
||||
let key_bytes = BoundCodec::bytes_encode(&key).unwrap();
|
||||
update.insert(wtxn, field_id, &key_bytes, docids).unwrap();
|
||||
}
|
||||
pub fn delete<'a>(
|
||||
pub fn delete_single_docid<'a>(
|
||||
&self,
|
||||
wtxn: &'a mut RwTxn,
|
||||
field_id: u16,
|
||||
key: &'a <BoundCodec as BytesEncode<'a>>::EItem,
|
||||
value: u32,
|
||||
docid: u32,
|
||||
) {
|
||||
let update = FacetsUpdateIncrementalInner {
|
||||
db: self.content,
|
||||
@ -287,7 +290,25 @@ pub(crate) mod tests {
|
||||
max_group_size: self.max_group_size.get(),
|
||||
};
|
||||
let key_bytes = BoundCodec::bytes_encode(&key).unwrap();
|
||||
update.delete(wtxn, field_id, &key_bytes, value).unwrap();
|
||||
let mut docids = RoaringBitmap::new();
|
||||
docids.insert(docid);
|
||||
update.delete(wtxn, field_id, &key_bytes, &docids).unwrap();
|
||||
}
|
||||
pub fn delete<'a>(
|
||||
&self,
|
||||
wtxn: &'a mut RwTxn,
|
||||
field_id: u16,
|
||||
key: &'a <BoundCodec as BytesEncode<'a>>::EItem,
|
||||
docids: &RoaringBitmap,
|
||||
) {
|
||||
let update = FacetsUpdateIncrementalInner {
|
||||
db: self.content,
|
||||
group_size: self.group_size.get(),
|
||||
min_level_size: self.min_level_size.get(),
|
||||
max_group_size: self.max_group_size.get(),
|
||||
};
|
||||
let key_bytes = BoundCodec::bytes_encode(&key).unwrap();
|
||||
update.delete(wtxn, field_id, &key_bytes, docids).unwrap();
|
||||
}
|
||||
|
||||
pub fn bulk_insert<'a, 'b>(
|
||||
|
Loading…
Reference in New Issue
Block a user