// 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 tei import ( "encoding/json" "net/http" "net/http/httptest" "testing" "github.com/stretchr/testify/assert" ) func TestNewClient(t *testing.T) { _, err := NewTEIClient("mock_key", "http://localhost") assert.True(t, err == nil) } func TestEmbeddingOK(t *testing.T) { repStr := `[[0.0, 0.1],[1.0, 1.1], [2.0, 2.1]]` var res [][]float32 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, _ := NewTEIClient("mock_key", url) ret, err := c.Embedding([]string{"sentence"}, true, "left", "query", 0) assert.True(t, err == nil) assert.Equal(t, ret, &EmbeddingResponse{{0.0, 0.1}, {1.0, 1.1}, {2.0, 2.1}}) } { c, _ := NewTEIClient("mock_key", url) ret, err := c.Embedding([]string{"sentence"}, false, "", "", 0) assert.True(t, err == nil) assert.Equal(t, ret, &EmbeddingResponse{{0.0, 0.1}, {1.0, 1.1}, {2.0, 2.1}}) } } 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, _ := NewTEIClient("mock_key", url) _, err := c.Embedding([]string{"sentence"}, true, "left", "query", 0) assert.True(t, err != nil) } } func TestRerankOK(t *testing.T) { repStr := `[{"index":0,"score":0.0},{"index":2,"score":0.2}, {"index":1,"score":0.1}]` 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, _ := NewTEIClient("", url) ret, err := c.Rerank("query", []string{"t1", "t2", "t3"}, nil, 0) assert.True(t, err == nil) assert.Equal(t, ret, &RerankResponse{RerankResponseItem{Index: 0, Score: 0.0}, RerankResponseItem{Index: 1, Score: 0.1}, RerankResponseItem{Index: 2, Score: 0.2}}) } } func TestRerankFailed(t *testing.T) { ts := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { w.WriteHeader(http.StatusOK) w.Write([]byte(`not json`)) })) defer ts.Close() url := ts.URL { c, _ := NewTEIClient("mock_key", url) _, err := c.Rerank("query", []string{"t1", "t2", "t3"}, nil, 0) assert.True(t, err != nil) } }