// _ _ // __ _____ __ ___ ___ __ _| |_ ___ // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \ // \ V V / __/ (_| |\ V /| | (_| | || __/ // \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___| // // Copyright © 2016 - 2024 Weaviate B.V. All rights reserved. // // CONTACT: hello@weaviate.io // package compressionhelpers import ( "context" "fmt" ) type CompressionDistanceBag interface { Load(ctx context.Context, id uint64) error Distance(x, y uint64) (float32, error) } type quantizedDistanceBag[T byte | uint64] struct { elements map[uint64][]T compressor *quantizedVectorsCompressor[T] } func (bag *quantizedDistanceBag[T]) Load(ctx context.Context, id uint64) error { var err error bag.elements[id], err = bag.compressor.cache.Get(ctx, id) return err } func (bag *quantizedDistanceBag[T]) Distance(x, y uint64) (float32, error) { v1, found := bag.elements[x] if !found { return 0, fmt.Errorf("missing id in bag: %d", x) } v2, found := bag.elements[y] if !found { return 0, fmt.Errorf("missing id in bag: %d", y) } return bag.compressor.DistanceBetweenCompressedVectors(v1, v2) }