// 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 ali import ( "encoding/json" "fmt" "net/http" "net/http/httptest" "testing" "github.com/stretchr/testify/assert" ) func TestEmbeddingClientCheck(t *testing.T) { { c := NewAliDashScopeEmbeddingClient("", "mock_uri") err := c.Check() assert.True(t, err != nil) fmt.Println(err) } { c := NewAliDashScopeEmbeddingClient("mock_key", "") err := c.Check() assert.True(t, err != nil) fmt.Println(err) } { c := NewAliDashScopeEmbeddingClient("mock_key", "mock_uri") err := c.Check() assert.True(t, err == nil) } } func TestEmbeddingOK(t *testing.T) { var res EmbeddingResponse repStr := `{ "output": { "embeddings": [ { "text_index": 1, "embedding": [0.1] }, { "text_index": 0, "embedding": [0.0] }, { "text_index": 2, "embedding": [0.2] } ] }, "usage": { "total_tokens": 100 }, "request_id": "0000000000000" }` 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 := NewAliDashScopeEmbeddingClient("mock_key", url) err := c.Check() assert.True(t, err == nil) ret, err := c.Embedding("text-embedding-v2", []string{"sentence"}, 0, "query", "dense", 0) assert.True(t, err == nil) assert.Equal(t, ret.Output.Embeddings[0].TextIndex, 0) assert.Equal(t, ret.Output.Embeddings[1].TextIndex, 1) assert.Equal(t, ret.Output.Embeddings[2].TextIndex, 2) assert.Equal(t, ret.Output.Embeddings[0].Embedding, []float32{0.0}) assert.Equal(t, ret.Output.Embeddings[1].Embedding, []float32{0.1}) assert.Equal(t, ret.Output.Embeddings[2].Embedding, []float32{0.2}) } } 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 := NewAliDashScopeEmbeddingClient("mock_key", url) err := c.Check() assert.True(t, err == nil) _, err = c.Embedding("text-embedding-v2", []string{"sentence"}, 0, "query", "dense", 0) assert.True(t, err != nil) } } func TestRerankOK(t *testing.T) { repStr := `{"output":{"results":[{"index":0,"relevance_score":0},{"index":1,"relevance_score":0.1},{"index":2,"relevance_score":0.2}]},"usage":{"total_tokens":1},"request_id":"x"}` var res RerankResponse 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 := NewAliDashScopeRerank("mock_key") r, err := c.Rerank(url, "gte-rerank-v2", "query", []string{"t1", "t2", "t3"}, nil, 0) assert.True(t, err == nil) assert.Equal(t, r.Output.Results[0].Index, 0) assert.Equal(t, r.Output.Results[1].Index, 1) assert.Equal(t, r.Output.Results[2].Index, 2) assert.Equal(t, r.Output.Results[0].RelevanceScore, float32(0.0)) assert.Equal(t, r.Output.Results[1].RelevanceScore, float32(0.1)) assert.Equal(t, r.Output.Results[2].RelevanceScore, float32(0.2)) } } func TestRerankFailed(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 := NewAliDashScopeRerank("mock_key") _, err := c.Rerank(url, "gte-rerank-v2", "query", []string{"t1", "t2", "t3"}, nil, 0) assert.True(t, err != nil) } }