package ctokenizer import ( "fmt" "testing" "github.com/stretchr/testify/assert" "github.com/stretchr/testify/require" "github.com/milvus-io/milvus/pkg/v2/util/paramtable" ) func TestTokenizer(t *testing.T) { paramtable.Init() // default tokenizer. { m := "{\"tokenizer\": \"standard\"}" tokenizer, err := NewTokenizer(m) require.NoError(t, err) defer tokenizer.Destroy() tokenStream := tokenizer.NewTokenStream("football, basketball, pingpang") defer tokenStream.Destroy() for tokenStream.Advance() { fmt.Println(tokenStream.Token()) } } // jieba tokenizer. { m := "{\"tokenizer\": \"jieba\"}" tokenizer, err := NewTokenizer(m) require.NoError(t, err) defer tokenizer.Destroy() tokenStream := tokenizer.NewTokenStream("张华考上了北京大学;李萍进了中等技术学校;我在百货公司当售货员:我们都有光明的前途") defer tokenStream.Destroy() for tokenStream.Advance() { fmt.Println(tokenStream.Token()) } } // lindera tokenizer. { m := "{\"tokenizer\": {\"type\":\"lindera\", \"dict_kind\": \"ipadic\"}}" tokenizer, err := NewTokenizer(m) require.NoError(t, err) defer tokenizer.Destroy() tokenStream := tokenizer.NewTokenStream("東京スカイツリーの最寄り駅はとうきょうスカイツリー駅です") defer tokenStream.Destroy() for tokenStream.Advance() { fmt.Println(tokenStream.Token()) } } } func TestValidateTokenizer(t *testing.T) { // valid tokenizer { m := "{\"tokenizer\": \"standard\"}" err := ValidateTokenizer(m) assert.NoError(t, err) } { m := "" err := ValidateTokenizer(m) assert.NoError(t, err) } // invalid tokenizer { m := "{\"tokenizer\": \"invalid\"}" err := ValidateTokenizer(m) assert.Error(t, err) } } func TestCheckAndFillParams(t *testing.T) { paramtable.Init() paramtable.Get().SaveGroup(map[string]string{"function.analyzer.lindera.download_urls.ipadic": "/test/url"}) // normal case { m := "{\"tokenizer\": {\"type\":\"jieba\"}}" _, err := CheckAndFillParams(m) assert.NoError(t, err) } // fill lindera tokenizer download urls and dict local path { m := "{\"tokenizer\": {\"type\":\"lindera\", \"dict_kind\": \"ipadic\"}}" _, err := CheckAndFillParams(m) assert.NoError(t, err) } // error with wrong json { m := "{invalid json" _, err := CheckAndFillParams(m) assert.Error(t, err) } // skip if use default analyzer { m := "{}" _, err := CheckAndFillParams(m) assert.NoError(t, err) } // error tokenizer without type { m := "{\"tokenizer\": {\"dict_kind\": \"ipadic\"}}" _, err := CheckAndFillParams(m) assert.Error(t, err) } // error tokenizer type not string { m := "{\"tokenizer\": {\"type\": 1, \"dict_kind\": \"ipadic\"}}" _, err := CheckAndFillParams(m) assert.Error(t, err) } // error tokenizer params type { m := "{\"tokenizer\": 1}" _, err := CheckAndFillParams(m) assert.Error(t, err) } // error set dict_build_dir by user { m := "{\"tokenizer\": {\"type\": \"lindera\", \"dict_kind\": \"ipadic\", \"dict_build_dir\": \"/tmp/milvus\"}}" _, err := CheckAndFillParams(m) assert.Error(t, err) } // error lindera kind not set { m := "{\"tokenizer\": {\"type\": \"lindera\"}}" _, err := CheckAndFillParams(m) assert.Error(t, err) } }