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https://github.com/meilisearch/MeiliSearch
synced 2024-12-24 05:30:16 +01:00
Don't remove embedders that are not in the config from the document DB
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parent
8f7c8ca7f0
commit
16037e2169
@ -1,4 +1,4 @@
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use std::collections::HashMap;
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use std::collections::{BTreeSet, HashMap};
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use std::convert::TryInto;
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use std::convert::TryInto;
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use std::fs::File;
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use std::fs::File;
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use std::io::{self, BufReader};
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use std::io::{self, BufReader};
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@ -211,6 +211,8 @@ pub(crate) fn write_typed_chunk_into_index(
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let mut docids = index.documents_ids(wtxn)?;
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let mut docids = index.documents_ids(wtxn)?;
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let mut iter = merger.into_stream_merger_iter()?;
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let mut iter = merger.into_stream_merger_iter()?;
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let embedders: BTreeSet<_> =
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index.embedding_configs(wtxn)?.into_iter().map(|(k, _v)| k).collect();
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let mut vectors_buffer = Vec::new();
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let mut vectors_buffer = Vec::new();
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while let Some((key, reader)) = iter.next()? {
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while let Some((key, reader)) = iter.next()? {
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let mut writer: KvWriter<_, FieldId> = KvWriter::memory();
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let mut writer: KvWriter<_, FieldId> = KvWriter::memory();
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@ -225,9 +227,8 @@ pub(crate) fn write_typed_chunk_into_index(
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let del_add_reader = KvReaderDelAdd::new(value);
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let del_add_reader = KvReaderDelAdd::new(value);
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if let Some(addition) = del_add_reader.get(DelAdd::Addition) {
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if let Some(addition) = del_add_reader.get(DelAdd::Addition) {
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let addition = match vectors_fid {
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let addition = if vectors_fid == Some(field_id) {
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// for the "_vectors" field, only keep vectors that are marked as userProvided
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'vectors: {
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Some(vectors_fid) if vectors_fid == field_id => 'vectors: {
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vectors_buffer.clear();
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vectors_buffer.clear();
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let Ok(mut vectors) =
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let Ok(mut vectors) =
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crate::vector::parsed_vectors::ParsedVectors::from_bytes(
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crate::vector::parsed_vectors::ParsedVectors::from_bytes(
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@ -237,7 +238,7 @@ pub(crate) fn write_typed_chunk_into_index(
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// if the `_vectors` field cannot be parsed as map of vectors, just write it as-is
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// if the `_vectors` field cannot be parsed as map of vectors, just write it as-is
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break 'vectors Some(addition);
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break 'vectors Some(addition);
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};
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};
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vectors.retain_user_provided_vectors();
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vectors.retain_user_provided_vectors(&embedders);
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let crate::vector::parsed_vectors::ParsedVectors(vectors) = vectors;
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let crate::vector::parsed_vectors::ParsedVectors(vectors) = vectors;
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if vectors.is_empty() {
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if vectors.is_empty() {
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// skip writing empty `_vectors` map
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// skip writing empty `_vectors` map
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@ -248,8 +249,10 @@ pub(crate) fn write_typed_chunk_into_index(
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.map_err(InternalError::SerdeJson)?;
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.map_err(InternalError::SerdeJson)?;
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Some(vectors_buffer.as_slice())
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Some(vectors_buffer.as_slice())
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}
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}
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_ => Some(addition),
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} else {
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Some(addition)
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};
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};
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if let Some(addition) = addition {
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if let Some(addition) = addition {
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writer.insert(field_id, addition)?;
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writer.insert(field_id, addition)?;
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}
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}
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@ -1,4 +1,4 @@
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use std::collections::BTreeMap;
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use std::collections::{BTreeMap, BTreeSet};
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use obkv::KvReader;
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use obkv::KvReader;
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use serde_json::{from_slice, Value};
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use serde_json::{from_slice, Value};
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@ -89,10 +89,14 @@ impl ParsedVectors {
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Ok(ParsedVectors(value))
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Ok(ParsedVectors(value))
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}
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}
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pub fn retain_user_provided_vectors(&mut self) {
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pub fn retain_user_provided_vectors(&mut self, embedders: &BTreeSet<String>) {
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self.0.retain(|_k, v| match v {
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self.0.retain(|k, v| match v {
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Vectors::ImplicitlyUserProvided(_) => true,
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Vectors::ImplicitlyUserProvided(_) => true,
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Vectors::Explicit(ExplicitVectors { embeddings: _, user_provided }) => *user_provided,
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Vectors::Explicit(ExplicitVectors { embeddings: _, user_provided }) => {
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*user_provided
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// if the embedder is not in the config, then never touch it
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|| !embedders.contains(k)
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}
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});
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});
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}
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}
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}
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}
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