// _ _ // __ _____ __ ___ ___ __ _| |_ ___ // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \ // \ V V / __/ (_| |\ V /| | (_| | || __/ // \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___| // // Copyright © 2016 - 2024 Weaviate B.V. All rights reserved. // // CONTACT: hello@weaviate.io // package clients import ( "context" "encoding/json" "io" "net/http" "net/http/httptest" "strings" "testing" "github.com/sirupsen/logrus" "github.com/sirupsen/logrus/hooks/test" "github.com/stretchr/testify/assert" "github.com/stretchr/testify/require" generativemodels "github.com/weaviate/weaviate/usecases/modulecomponents/additional/models" ) func nullLogger() logrus.FieldLogger { l, _ := test.NewNullLogger() return l } func TestGetAnswer(t *testing.T) { t.Run("when the server has a successful answer ", func(t *testing.T) { t.Skip("Skipping this test for now") handler := &testAnswerHandler{ t: t, } server := httptest.NewServer(handler) defer server.Close() c := &aws{ httpClient: &http.Client{}, logger: nullLogger(), awsAccessKey: "123", awsSecretKey: "123", buildBedrockUrlFn: func(service, region, model string) string { return server.URL }, buildSagemakerUrlFn: func(service, region, endpoint string) string { return server.URL }, } textProperties := []map[string]string{{"prop": "My name is john"}} expected := generativemodels.GenerateResponse{ Result: ptString("John"), } res, err := c.GenerateAllResults(context.Background(), textProperties, "What is my name?", nil) assert.Nil(t, err) assert.Equal(t, expected, res) }) t.Run("when the server has a an error", func(t *testing.T) { t.Skip("Skipping this test for now") server := httptest.NewServer(&testAnswerHandler{ t: t, }) defer server.Close() c := &aws{ httpClient: &http.Client{}, logger: nullLogger(), awsAccessKey: "123", awsSecretKey: "123", buildBedrockUrlFn: func(service, region, model string) string { return server.URL }, buildSagemakerUrlFn: func(service, region, endpoint string) string { return server.URL }, } textProperties := []map[string]string{{"prop": "My name is john"}} _, err := c.GenerateAllResults(context.Background(), textProperties, "What is my name?", nil) require.NotNil(t, err) assert.EqualError(t, err, "connection to AWS failed with status: 200 error: some error from the server") }) } type testAnswerHandler struct { t *testing.T } func (f *testAnswerHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) { assert.Equal(f.t, http.MethodPost, r.Method) bodyBytes, err := io.ReadAll(r.Body) require.Nil(f.t, err) defer r.Body.Close() var outBytes []byte authHeader := r.Header["Authorization"][0] if strings.Contains(authHeader, "bedrock") { var request bedrockAmazonGenerateRequest require.Nil(f.t, json.Unmarshal(bodyBytes, &request)) outBytes, err = json.Marshal(request) require.Nil(f.t, err) } w.Write(outBytes) } func ptString(in string) *string { return &in }