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https://github.com/meilisearch/MeiliSearch
synced 2024-11-22 21:04:27 +01:00
Accept the null JSON value as the value of _vectors
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@ -666,6 +666,7 @@ fn compute_semantic_score(query: &[f32], vectors: Value) -> milli::Result<Option
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.map_err(InternalError::SerdeJson)?;
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Ok(vectors
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.into_iter()
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.flatten()
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.map(|v| OrderedFloat(dot_product_similarity(query, &v)))
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.max()
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.map(OrderedFloat::into_inner))
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@ -293,15 +293,15 @@ pub fn normalize_facet(original: &str) -> String {
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#[derive(serde::Serialize, serde::Deserialize, Debug)]
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#[serde(transparent)]
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pub struct VectorOrArrayOfVectors {
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#[serde(with = "either::serde_untagged")]
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inner: either::Either<Vec<f32>, Vec<Vec<f32>>>,
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#[serde(with = "either::serde_untagged_optional")]
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inner: Option<either::Either<Vec<f32>, Vec<Vec<f32>>>>,
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}
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impl VectorOrArrayOfVectors {
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pub fn into_array_of_vectors(self) -> Vec<Vec<f32>> {
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match self.inner {
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either::Either::Left(vector) => vec![vector],
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either::Either::Right(vectors) => vectors,
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pub fn into_array_of_vectors(self) -> Option<Vec<Vec<f32>>> {
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match self.inner? {
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either::Either::Left(vector) => Some(vec![vector]),
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either::Either::Right(vectors) => Some(vectors),
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}
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}
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}
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@ -33,7 +33,7 @@ pub fn extract_vector_points<R: io::Read + io::Seek>(
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// lazily get it when needed
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let document_id = || -> Value {
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let document_id = obkv.get(primary_key_id).unwrap();
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serde_json::from_slice(document_id).unwrap()
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from_slice(document_id).unwrap()
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};
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// first we retrieve the _vectors field
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@ -50,12 +50,14 @@ pub fn extract_vector_points<R: io::Read + io::Seek>(
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}
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};
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for (i, vector) in vectors.into_iter().enumerate().take(u16::MAX as usize) {
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let index = u16::try_from(i).unwrap();
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let mut key = docid_bytes.to_vec();
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key.extend_from_slice(&index.to_be_bytes());
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let bytes = cast_slice(&vector);
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writer.insert(key, bytes)?;
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if let Some(vectors) = vectors {
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for (i, vector) in vectors.into_iter().enumerate().take(u16::MAX as usize) {
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let index = u16::try_from(i).unwrap();
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let mut key = docid_bytes.to_vec();
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key.extend_from_slice(&index.to_be_bytes());
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let bytes = cast_slice(&vector);
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writer.insert(key, bytes)?;
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}
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}
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}
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// else => the `_vectors` object was `null`, there is nothing to do
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