package indexbuilder /* #cgo CFLAGS: -I${SRCDIR}/../core/output/include #cgo LDFLAGS: -L${SRCDIR}/../core/output/lib -lmilvus_indexbuilder -Wl,-rpath=${SRCDIR}/../core/output/lib #include // free #include "segcore/collection_c.h" #include "indexbuilder/index_c.h" */ import "C" import ( "unsafe" "github.com/golang/protobuf/proto" "github.com/zilliztech/milvus-distributed/internal/proto/commonpb" "github.com/zilliztech/milvus-distributed/internal/proto/indexcgopb" "github.com/zilliztech/milvus-distributed/internal/storage" ) // TODO: use storage.Blob instead later type Blob = storage.Blob type Index interface { Serialize() ([]*Blob, error) Load([]*Blob) error BuildFloatVecIndexWithoutIds(vectors []float32) error BuildBinaryVecIndexWithoutIds(vectors []byte) error Delete() error } type CIndex struct { indexPtr C.CIndex } func (index *CIndex) Serialize() ([]*Blob, error) { /* char* SerializeToSlicedBuffer(CIndex index, int32_t* buffer_size); */ var bufferSize int32 var cDumpedSlicedBuffer *C.char = C.SerializeToSlicedBuffer(index.indexPtr, (*C.int32_t)(unsafe.Pointer(&bufferSize))) defer C.free(unsafe.Pointer(cDumpedSlicedBuffer)) dumpedSlicedBuffer := C.GoBytes(unsafe.Pointer(cDumpedSlicedBuffer), (C.int32_t)(bufferSize)) var blobs indexcgopb.BinarySet err := proto.Unmarshal(dumpedSlicedBuffer, &blobs) if err != nil { return nil, err } ret := make([]*Blob, 0) for _, data := range blobs.Datas { ret = append(ret, &Blob{Key: data.Key, Value: data.Value}) } return ret, nil } func (index *CIndex) Load(blobs []*Blob) error { binarySet := &indexcgopb.BinarySet{Datas: make([]*indexcgopb.Binary, 0)} for _, blob := range blobs { binarySet.Datas = append(binarySet.Datas, &indexcgopb.Binary{Key: blob.Key, Value: blob.Value}) } datas, err := proto.Marshal(binarySet) if err != nil { return err } /* void LoadFromSlicedBuffer(CIndex index, const char* serialized_sliced_blob_buffer, int32_t size); */ C.LoadFromSlicedBuffer(index.indexPtr, (*C.char)(unsafe.Pointer(&datas[0])), (C.int32_t)(len(datas))) return nil } func (index *CIndex) BuildFloatVecIndexWithoutIds(vectors []float32) error { /* void BuildFloatVecIndexWithoutIds(CIndex index, int64_t float_value_num, const float* vectors); */ C.BuildFloatVecIndexWithoutIds(index.indexPtr, (C.int64_t)(len(vectors)), (*C.float)(&vectors[0])) return nil } func (index *CIndex) BuildBinaryVecIndexWithoutIds(vectors []byte) error { /* void BuildBinaryVecIndexWithoutIds(CIndex index, int64_t data_size, const uint8_t* vectors); */ C.BuildBinaryVecIndexWithoutIds(index.indexPtr, (C.int64_t)(len(vectors)), (*C.uint8_t)(&vectors[0])) return nil } func (index *CIndex) Delete() error { /* void DeleteIndex(CIndex index); */ C.DeleteIndex(index.indexPtr) return nil } func NewCIndex(typeParams, indexParams map[string]string) (Index, error) { protoTypeParams := &indexcgopb.TypeParams{ Params: make([]*commonpb.KeyValuePair, 0), } for key, value := range typeParams { protoTypeParams.Params = append(protoTypeParams.Params, &commonpb.KeyValuePair{Key: key, Value: value}) } typeParamsStr, err := proto.Marshal(protoTypeParams) if err != nil { return nil, err } protoIndexParams := &indexcgopb.IndexParams{ Params: make([]*commonpb.KeyValuePair, 0), } for key, value := range indexParams { protoIndexParams.Params = append(protoIndexParams.Params, &commonpb.KeyValuePair{Key: key, Value: value}) } indexParamsStr, err := proto.Marshal(protoIndexParams) if err != nil { return nil, err } /* CIndex CreateIndex(const char* serialized_type_params, const char* serialized_index_params); */ return &CIndex{ indexPtr: C.CreateIndex((*C.char)(unsafe.Pointer(&typeParamsStr[0])), (*C.char)(unsafe.Pointer(&indexParamsStr[0]))), }, nil }