// 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 milvusclient import ( "testing" "github.com/stretchr/testify/assert" "github.com/milvus-io/milvus-proto/go-api/v2/commonpb" ) func TestReranker(t *testing.T) { checkParam := func(params []*commonpb.KeyValuePair, key string, value string) bool { for _, kv := range params { if kv.Key == key && kv.Value == value { return true } } return false } t.Run("rffReranker", func(t *testing.T) { rr := NewRRFReranker() params := rr.GetParams() assert.True(t, checkParam(params, rerankType, rrfRerankType)) assert.True(t, checkParam(params, rerankParams, `{"k":60}`), "default k shall be 60") rr.WithK(50) params = rr.GetParams() assert.True(t, checkParam(params, rerankType, rrfRerankType)) assert.True(t, checkParam(params, rerankParams, `{"k":50}`)) }) t.Run("weightedReranker", func(t *testing.T) { rr := NewWeightedReranker([]float64{1, 2, 1}) params := rr.GetParams() assert.True(t, checkParam(params, rerankType, weightedRerankType)) assert.True(t, checkParam(params, rerankParams, `{"weights":[1,2,1]}`)) }) }