// _ _ // __ _____ __ ___ ___ __ _| |_ ___ // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \ // \ V V / __/ (_| |\ V /| | (_| | || __/ // \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___| // // Copyright © 2016 - 2024 Weaviate B.V. All rights reserved. // // CONTACT: hello@weaviate.io // package clients import ( "context" "encoding/json" "net/http" "net/http/httptest" "testing" "github.com/stretchr/testify/assert" "github.com/stretchr/testify/require" "github.com/weaviate/weaviate/modules/multi2vec-clip/ent" ) func TestVectorize(t *testing.T) { t.Run("when the response is successful", func(t *testing.T) { server := httptest.NewServer(&testVectorizeHandler{ t: t, res: vecResponse{ TextVectors: [][]float32{ {0, 1, 2}, }, ImageVectors: [][]float32{ {1, 2, 3}, }, }, }) defer server.Close() c := New(server.URL, 0, nullLogger()) res, err := c.Vectorize(context.Background(), []string{"hello"}, []string{"image-encoding"}, nil, nil, nil, nil, nil) assert.Nil(t, err) require.NotNil(t, res) resp := &ent.VectorizationResult{ TextVectors: [][]float32{ {0, 1, 2}, }, ImageVectors: [][]float32{ {1, 2, 3}, }, } assert.Equal(t, res.TextVectors, resp.TextVectors) assert.Equal(t, res.ImageVectors, resp.ImageVectors) assert.Equal(t, res.VideoVectors, resp.VideoVectors) assert.Equal(t, res.AudioVectors, resp.AudioVectors) assert.Equal(t, res.ThermalVectors, resp.ThermalVectors) assert.Equal(t, res.DepthVectors, resp.DepthVectors) assert.Equal(t, res.IMUVectors, resp.IMUVectors) }) t.Run("when the server has a an error", func(t *testing.T) { server := httptest.NewServer(&testVectorizeHandler{ t: t, res: vecResponse{ Error: "some error from the server", }, }) defer server.Close() c := New(server.URL, 0, nullLogger()) _, err := c.Vectorize(context.Background(), []string{"hello"}, []string{"image-encoding"}, []string{}, []string{}, []string{}, []string{}, []string{}) require.NotNil(t, err) assert.Contains(t, err.Error(), "some error from the server") }) } type testVectorizeHandler struct { t *testing.T // the test handler will report as not ready before the time has passed res vecResponse } func (f *testVectorizeHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) { assert.Equal(f.t, "/vectorize", r.URL.String()) assert.Equal(f.t, http.MethodPost, r.Method) if f.res.Error != "" { w.WriteHeader(500) } jsonBytes, _ := json.Marshal(f.res) w.Write(jsonBytes) }