When importing dumps, remove regenerate: true vectors items

This commit is contained in:
Louis Dureuil 2024-07-15 11:57:11 +02:00
parent 9375b7bba5
commit 9ec209bbf4
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@ -419,7 +419,41 @@ fn import_dump(
let file = tempfile::tempfile()?;
let mut builder = DocumentsBatchBuilder::new(BufWriter::new(file));
for document in index_reader.documents()? {
builder.append_json_object(&document?)?;
let mut document = document?;
'remove_injected_vectors: {
let Some(vectors) = document.get_mut("_vectors") else {
break 'remove_injected_vectors;
};
let Some(vectors) = vectors.as_object_mut() else { break 'remove_injected_vectors };
vectors.retain(|_embedder, embedding_object| {
// don't touch values that aren't objects
let Some(embedding_object) = embedding_object.as_object() else {
return true;
};
let mut has_regenerate_true = false;
for (field, value) in embedding_object {
match (field.as_str(), value) {
// detected regenerate : true
// if we don't have any superfluous field, we'll remove the entire entry
("regenerate", serde_json::Value::Bool(true)) => {
has_regenerate_true = true;
}
// ignore embeddings
("embeddings", _) => continue,
// any other field: immediately retain the entry
_ => return true,
}
}
// retain the entry unless it has regenerate: true
!has_regenerate_true
})
}
builder.append_json_object(&document)?;
}
// This flush the content of the batch builder.