// _ _ // __ _____ __ ___ ___ __ _| |_ ___ // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \ // \ V V / __/ (_| |\ V /| | (_| | || __/ // \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___| // // Copyright © 2016 - 2024 Weaviate B.V. All rights reserved. // // CONTACT: hello@weaviate.io // package vectorizer import ( "testing" "github.com/pkg/errors" "github.com/stretchr/testify/assert" "github.com/weaviate/weaviate/entities/moduletools" ) func Test_classSettings_Validate(t *testing.T) { tests := []struct { name string cfg moduletools.ClassConfig wantService string wantRegion string wantModel string wantEndpoint string wantTargetModel string wantTargetVariant string wantErr error }{ { name: "happy flow - Bedrock", cfg: fakeClassConfig{ classConfig: map[string]interface{}{ "service": "bedrock", "region": "us-east-1", "model": "amazon.titan-embed-text-v1", }, }, wantService: "bedrock", wantRegion: "us-east-1", wantModel: "amazon.titan-embed-text-v1", wantErr: nil, }, { name: "empty service", cfg: fakeClassConfig{ classConfig: map[string]interface{}{ "region": "us-east-1", "model": "amazon.titan-embed-text-v1", }, }, wantService: "bedrock", wantRegion: "us-east-1", wantModel: "amazon.titan-embed-text-v1", }, { name: "empty region - Bedrock", cfg: fakeClassConfig{ classConfig: map[string]interface{}{ "service": "bedrock", "model": "amazon.titan-embed-text-v1", }, }, wantErr: errors.Errorf("region cannot be empty"), }, { name: "wrong model", cfg: fakeClassConfig{ classConfig: map[string]interface{}{ "service": "bedrock", "region": "us-west-1", "model": "wrong-model", }, }, wantErr: errors.Errorf("wrong model, available models are: [amazon.titan-embed-text-v1 cohere.embed-english-v3 cohere.embed-multilingual-v3]"), }, { name: "all wrong", cfg: fakeClassConfig{ classConfig: map[string]interface{}{ "service": "", "region": "", "model": "", }, }, wantErr: errors.Errorf("wrong service, available services are: [bedrock], " + "region cannot be empty"), }, } for _, tt := range tests { t.Run(tt.name, func(t *testing.T) { ic := NewClassSettings(tt.cfg) if tt.wantErr != nil { assert.EqualError(t, ic.Validate(nil), tt.wantErr.Error()) } else { assert.Equal(t, tt.wantService, ic.Service()) assert.Equal(t, tt.wantRegion, ic.Region()) assert.Equal(t, tt.wantModel, ic.Model()) assert.Equal(t, tt.wantEndpoint, ic.Endpoint()) assert.Equal(t, tt.wantTargetModel, ic.TargetModel()) assert.Equal(t, tt.wantTargetVariant, ic.TargetVariant()) } }) } }