/* * # 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 rerank import ( "fmt" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" ) type milvusIDs[T int64 | string] struct { data []T } func newMilvusIDs(ids *schemapb.IDs, pkType schemapb.DataType) any { switch pkType { case schemapb.DataType_Int64: return milvusIDs[int64]{ids.GetIntId().Data} case schemapb.DataType_String: return milvusIDs[string]{ids.GetStrId().Data} } return nil } type idSocres[T int64 | string] struct { idScoreMap map[T]float32 } func newIdScores[T int64 | string]() *idSocres[T] { return &idSocres[T]{idScoreMap: make(map[T]float32)} } func (ids *idSocres[T]) exist(id T) bool { _, exists := ids.idScoreMap[id] return exists } func (ids *idSocres[T]) set(id T, scores float32) { ids.idScoreMap[id] = scores } func (ids *idSocres[T]) get(id T) float32 { return ids.idScoreMap[id] } type numberField[T int32 | int64 | float32 | float64] struct { data []T } func (n *numberField[T]) GetFloat64(idx int) (float64, error) { if len(n.data) <= idx { return 0.0, fmt.Errorf("Get field err, idx:%d is larger than data size:%d", idx, len(n.data)) } return float64(n.data[idx]), nil } func getNumberic(inputField *schemapb.FieldData) (any, error) { switch inputField.Type { case schemapb.DataType_Int8, schemapb.DataType_Int16, schemapb.DataType_Int32: return &numberField[int32]{inputField.GetScalars().GetIntData().Data}, nil case schemapb.DataType_Int64: return &numberField[int64]{inputField.GetScalars().GetLongData().Data}, nil case schemapb.DataType_Float: return &numberField[float32]{inputField.GetScalars().GetFloatData().Data}, nil case schemapb.DataType_Double: return &numberField[float64]{inputField.GetScalars().GetDoubleData().Data}, nil default: return nil, fmt.Errorf("Unsupported field type:%s, only support numberic field", inputField.Type.String()) } }