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Code Issues Releases Wiki Activity

never store the _vectors as searchable or faceted fields

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This commit is contained in:
Tamo 2024-05-21 17:08:45 +02:00
parent 4148fbbe85
commit 7a84697570
3 changed files with 124 additions and 9 deletions
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10
milli/src/fieldids_weights_map.rs
View File

@ -4,7 +4,7 @@ use std::collections::HashMap;
use serde::{Deserialize, Serialize};
use crate::{FieldId, FieldsIdsMap, Weight};
use crate::{vector::parsed_vectors::RESERVED_VECTORS_FIELD_NAME, FieldId, FieldsIdsMap, Weight};
#[derive(Debug, Default, Serialize, Deserialize)]
pub struct FieldidsWeightsMap {
@ -23,7 +23,13 @@ impl FieldidsWeightsMap {
/// Should only be called in the case there are NO searchable attributes.
/// All the fields will be inserted in the order of the fields ids map with a weight of 0.
pub fn from_field_id_map_without_searchable(fid_map: &FieldsIdsMap) -> Self {
FieldidsWeightsMap { map: fid_map.ids().map(|fid| (fid, 0)).collect() }
FieldidsWeightsMap {
map: fid_map
.iter()
.filter(|(_fid, name)| !crate::is_faceted_by(name, RESERVED_VECTORS_FIELD_NAME))
.map(|(fid, _name)| (fid, 0))
.collect(),
}
}
/// Removes a field id from the map, returning the associated weight previously in the map.

101
milli/src/index.rs
View File

@ -23,6 +23,7 @@ use crate::heed_codec::{
};
use crate::order_by_map::OrderByMap;
use crate::proximity::ProximityPrecision;
use crate::vector::parsed_vectors::RESERVED_VECTORS_FIELD_NAME;
use crate::vector::{Embedding, EmbeddingConfig};
use crate::{
default_criteria, CboRoaringBitmapCodec, Criterion, DocumentId, ExternalDocumentsIds,
@ -644,6 +645,7 @@ impl Index {
&self,
wtxn: &mut RwTxn,
user_fields: &[&str],
non_searchable_fields_ids: &[FieldId],
fields_ids_map: &FieldsIdsMap,
) -> Result<()> {
// We can write the user defined searchable fields as-is.
@ -662,6 +664,7 @@ impl Index {
for (weight, user_field) in user_fields.iter().enumerate() {
if crate::is_faceted_by(field_from_map, user_field)
&& !real_fields.contains(&field_from_map)
&& !non_searchable_fields_ids.contains(&id)
{
real_fields.push(field_from_map);
@ -708,6 +711,7 @@ impl Index {
Ok(self
.fields_ids_map(rtxn)?
.names()
.filter(|name| !crate::is_faceted_by(name, RESERVED_VECTORS_FIELD_NAME))
.map(|field| Cow::Owned(field.to_string()))
.collect())
})
@ -1669,15 +1673,17 @@ pub(crate) mod tests {
use big_s::S;
use heed::{EnvOpenOptions, RwTxn};
use maplit::hashset;
use maplit::{btreemap, hashset};
use tempfile::TempDir;
use crate::documents::DocumentsBatchReader;
use crate::error::{Error, InternalError};
use crate::index::{DEFAULT_MIN_WORD_LEN_ONE_TYPO, DEFAULT_MIN_WORD_LEN_TWO_TYPOS};
use crate::update::{
self, IndexDocuments, IndexDocumentsConfig, IndexDocumentsMethod, IndexerConfig, Settings,
self, IndexDocuments, IndexDocumentsConfig, IndexDocumentsMethod, IndexerConfig, Setting,
Settings,
};
use crate::vector::settings::{EmbedderSource, EmbeddingSettings};
use crate::{db_snap, obkv_to_json, Filter, Index, Search, SearchResult};
pub(crate) struct TempIndex {
@ -2783,4 +2789,95 @@ pub(crate) mod tests {
]
"###);
}
#[test]
fn vectors_are_never_indexed_as_searchable_or_filterable() {
let index = TempIndex::new();
index
.add_documents(documents!([
{ "id": 0, "_vectors": { "doggo": [2345] } },
{ "id": 1, "_vectors": { "doggo": [6789] } },
]))
.unwrap();
db_snap!(index, fields_ids_map, @r###"
0 id |
1 _vectors |
2 _vectors.doggo |
"###);
db_snap!(index, searchable_fields, @r###"["id"]"###);
db_snap!(index, fieldids_weights_map, @r###"
fid weight
0 0 |
"###);
let rtxn = index.read_txn().unwrap();
let mut search = index.search(&rtxn);
let results = search.query("2345").execute().unwrap();
assert!(results.candidates.is_empty());
drop(rtxn);
index
.update_settings(|settings| {
settings.set_searchable_fields(vec![S("_vectors"), S("_vectors.doggo")]);
settings.set_filterable_fields(hashset![S("_vectors"), S("_vectors.doggo")]);
})
.unwrap();
db_snap!(index, fields_ids_map, @r###"
0 id |
1 _vectors |
2 _vectors.doggo |
"###);
db_snap!(index, searchable_fields, @"[]");
db_snap!(index, fieldids_weights_map, @r###"
fid weight
"###);
let rtxn = index.read_txn().unwrap();
let mut search = index.search(&rtxn);
let results = search.query("2345").execute().unwrap();
assert!(results.candidates.is_empty());
let mut search = index.search(&rtxn);
let results = search
.filter(Filter::from_str("_vectors.doggo = 6789").unwrap().unwrap())
.execute()
.unwrap();
assert!(results.candidates.is_empty());
index
.update_settings(|settings| {
settings.set_embedder_settings(btreemap! {
S("doggo") => Setting::Set(EmbeddingSettings {
dimensions: Setting::Set(1),
source: Setting::Set(EmbedderSource::UserProvided),
..EmbeddingSettings::default()}),
});
})
.unwrap();
db_snap!(index, fields_ids_map, @r###"
0 id |
1 _vectors |
2 _vectors.doggo |
"###);
db_snap!(index, searchable_fields, @"[]");
db_snap!(index, fieldids_weights_map, @r###"
fid weight
"###);
let rtxn = index.read_txn().unwrap();
let mut search = index.search(&rtxn);
let results = search.query("2345").execute().unwrap();
assert!(results.candidates.is_empty());
let mut search = index.search(&rtxn);
let results = search
.filter(Filter::from_str("_vectors.doggo = 6789").unwrap().unwrap())
.execute()
.unwrap();
assert!(results.candidates.is_empty());
}
}

22
milli/src/update/settings.rs
View File

@ -19,6 +19,7 @@ use crate::order_by_map::OrderByMap;
use crate::proximity::ProximityPrecision;
use crate::update::index_documents::IndexDocumentsMethod;
use crate::update::{IndexDocuments, UpdateIndexingStep};
use crate::vector::parsed_vectors::RESERVED_VECTORS_FIELD_NAME;
use crate::vector::settings::{check_set, check_unset, EmbedderSource, EmbeddingSettings};
use crate::vector::{Embedder, EmbeddingConfig, EmbeddingConfigs};
use crate::{FieldId, FieldsIdsMap, Index, Result};
@ -490,6 +491,7 @@ impl<'a, 't, 'i> Settings<'a, 't, 'i> {
self.index.put_all_searchable_fields_from_fields_ids_map(
self.wtxn,
&names,
&fields_ids_map.nested_ids(RESERVED_VECTORS_FIELD_NAME),
&fields_ids_map,
)?;
self.index.put_fields_ids_map(self.wtxn, &fields_ids_map)?;
@ -1252,6 +1254,8 @@ pub(crate) struct InnerIndexSettings {
pub embedding_configs: EmbeddingConfigs,
pub existing_fields: HashSet<String>,
pub geo_fields_ids: Option<(FieldId, FieldId)>,
pub non_searchable_fields_ids: Vec<FieldId>,
pub non_faceted_fields_ids: Vec<FieldId>,
}
impl InnerIndexSettings {
@ -1265,8 +1269,8 @@ impl InnerIndexSettings {
let user_defined_searchable_fields =
user_defined_searchable_fields.map(|sf| sf.into_iter().map(String::from).collect());
let user_defined_faceted_fields = index.user_defined_faceted_fields(rtxn)?;
let searchable_fields_ids = index.searchable_fields_ids(rtxn)?;
let faceted_fields_ids = index.faceted_fields_ids(rtxn)?;
let mut searchable_fields_ids = index.searchable_fields_ids(rtxn)?;
let mut faceted_fields_ids = index.faceted_fields_ids(rtxn)?;
let exact_attributes = index.exact_attributes_ids(rtxn)?;
let proximity_precision = index.proximity_precision(rtxn)?.unwrap_or_default();
let embedding_configs = embedders(index.embedding_configs(rtxn)?)?;
@ -1294,6 +1298,10 @@ impl InnerIndexSettings {
None => None,
};
let vectors_fids = fields_ids_map.nested_ids(RESERVED_VECTORS_FIELD_NAME);
searchable_fields_ids.retain(|id| !vectors_fids.contains(id));
faceted_fields_ids.retain(|id| !vectors_fids.contains(id));
Ok(Self {
stop_words,
allowed_separators,
@ -1308,6 +1316,8 @@ impl InnerIndexSettings {
embedding_configs,
existing_fields,
geo_fields_ids,
non_searchable_fields_ids: vectors_fids.clone(),
non_faceted_fields_ids: vectors_fids.clone(),
})
}
@ -1315,9 +1325,10 @@ impl InnerIndexSettings {
pub fn recompute_facets(&mut self, wtxn: &mut heed::RwTxn, index: &Index) -> Result<()> {
let new_facets = self
.fields_ids_map
.names()
.filter(|&field| crate::is_faceted(field, &self.user_defined_faceted_fields))
.map(|field| field.to_string())
.iter()
.filter(|(fid, _field)| !self.non_faceted_fields_ids.contains(fid))
.filter(|(_fid, field)| crate::is_faceted(field, &self.user_defined_faceted_fields))
.map(|(_fid, field)| field.to_string())
.collect();
index.put_faceted_fields(wtxn, &new_facets)?;
@ -1337,6 +1348,7 @@ impl InnerIndexSettings {
index.put_all_searchable_fields_from_fields_ids_map(
wtxn,
&searchable_fields,
&self.non_searchable_fields_ids,
&self.fields_ids_map,
)?;
}