// _ _ // __ _____ __ ___ ___ __ _| |_ ___ // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \ // \ V V / __/ (_| |\ V /| | (_| | || __/ // \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___| // // Copyright © 2016 - 2025 Weaviate B.V. All rights reserved. // // CONTACT: hello@weaviate.io // package modelsext import ( "testing" "github.com/stretchr/testify/require" "github.com/weaviate/weaviate/entities/models" ) func TestClassHasLegacyVectorIndex(t *testing.T) { for _, tt := range []struct { name string class *models.Class want bool }{ { name: "all fields are empty or nil", class: &models.Class{ Vectorizer: "", VectorIndexConfig: nil, VectorIndexType: "", }, want: false, }, { name: "Vectorizer is not empty", class: &models.Class{ Vectorizer: "some_vectorizer", }, want: true, }, { name: "VectorIndexConfig is not nil", class: &models.Class{ VectorIndexConfig: map[string]interface{}{"distance": "cosine"}, }, want: true, }, { name: "VectorIndexType is not empty", class: &models.Class{ VectorIndexType: "hnsw", }, want: true, }, } { t.Run(tt.name, func(t *testing.T) { require.Equal(t, tt.want, ClassHasLegacyVectorIndex(tt.class)) }) } } func TestClassGetVectorConfig(t *testing.T) { var ( customConfig = models.VectorConfig{ Vectorizer: "custom-vectorizer", VectorIndexType: "flat", VectorIndexConfig: map[string]interface{}{ "distance": "euclidean", }, } legacyConfig = models.VectorConfig{ Vectorizer: "legacy-vectorizer", VectorIndexType: "hnsw", VectorIndexConfig: map[string]interface{}{ "distance": "cosine", }, } mixedClass = &models.Class{ Vectorizer: "legacy-vectorizer", VectorIndexType: "hnsw", VectorIndexConfig: map[string]interface{}{ "distance": "cosine", }, VectorConfig: map[string]models.VectorConfig{ "custom": customConfig, }, } ) for _, tt := range []struct { name string class *models.Class targetVector string expectConfig *models.VectorConfig }{ { name: "named vector not present", class: mixedClass, targetVector: "non-existent", expectConfig: nil, }, { name: "legacy vector via empty string", class: mixedClass, targetVector: "", expectConfig: &legacyConfig, }, { name: "legacy vector via default named target vector", class: mixedClass, targetVector: DefaultNamedVectorName, expectConfig: &legacyConfig, }, { name: "named vector via its name", class: mixedClass, targetVector: "custom", expectConfig: &customConfig, }, { name: "legacy vector without named vectors", class: &models.Class{ Vectorizer: "legacy-vectorizer", VectorIndexType: "hnsw", VectorIndexConfig: map[string]interface{}{ "distance": "cosine", }, }, targetVector: "", expectConfig: &legacyConfig, }, { name: "named vector without legacy vectors", class: &models.Class{ VectorConfig: map[string]models.VectorConfig{ "custom": customConfig, }, }, targetVector: "custom", expectConfig: &customConfig, }, } { t.Run(tt.name, func(t *testing.T) { cfg, ok := ClassGetVectorConfig(tt.class, tt.targetVector) if tt.expectConfig == nil { require.False(t, ok) } else { require.True(t, ok) require.Equal(t, *tt.expectConfig, cfg) } }) } }