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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
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
}
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