// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use this file except in compliance // with the License. You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. package vertexai import ( "encoding/json" "fmt" "net/http" "net/http/httptest" "testing" "github.com/stretchr/testify/assert" ) func TestEmbeddingClientCheck(t *testing.T) { mockJSONKey := []byte{1, 2, 3} { c := NewVertexAIEmbedding("mock_url", []byte{}, "mock_scopes", "") err := c.Check() assert.True(t, err != nil) fmt.Println(err) } { c := NewVertexAIEmbedding("", mockJSONKey, "", "") err := c.Check() assert.True(t, err != nil) fmt.Println(err) } { c := NewVertexAIEmbedding("mock_url", mockJSONKey, "mock_scopes", "") err := c.Check() assert.True(t, err == nil) } } func TestEmbeddingOK(t *testing.T) { var res EmbeddingResponse repStr := `{"predictions": [{"embeddings": {"statistics": {"truncated": false, "token_count": 4}, "values": [-0.028420744463801384, 0.037183016538619995]}}, {"embeddings": {"statistics": {"truncated": false, "token_count": 8}, "values": [-0.04367655888199806, 0.03777721896767616, 0.0158217903226614]}}], "metadata": {"billableCharacterCount": 27}}` err := json.Unmarshal([]byte(repStr), &res) assert.NoError(t, err) ts := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { w.WriteHeader(http.StatusOK) data, _ := json.Marshal(res) w.Write(data) })) defer ts.Close() url := ts.URL { c := NewVertexAIEmbedding(url, []byte{1, 2, 3}, "mock_scopes", "mock_token") err := c.Check() assert.True(t, err == nil) _, err = c.Embedding("text-embedding-005", []string{"sentence"}, 0, "query", 0) assert.True(t, err == nil) } } func TestEmbeddingFailed(t *testing.T) { ts := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { w.WriteHeader(http.StatusUnauthorized) })) defer ts.Close() url := ts.URL { c := NewVertexAIEmbedding(url, []byte{1, 2, 3}, "mock_scopes", "mock_token") err := c.Check() assert.True(t, err == nil) _, err = c.Embedding("text-embedding-v2", []string{"sentence"}, 0, "query", 0) assert.True(t, err != nil) } }