//////////////////////////////////////////////////////////////////////////////// // Copyright 上海赜睿信息科技有限公司(Zilliz) - All Rights Reserved // Unauthorized copying of this file, via any medium is strictly prohibited. // Proprietary and confidential. //////////////////////////////////////////////////////////////////////////////// #include #include "utils.h" DataGenPtr GetGenerateFactory(const std::string &gen_type) { std::shared_ptr generator; if (gen_type == "default") { generator = std::make_shared(); } return generator; } void DataGenBase::GenData(const int &dim, const int &nb, const int &nq, float *xb, float *xq, long *ids, const int &k, long *gt_ids) { for (auto i = 0; i < nb; ++i) { for (auto j = 0; j < dim; ++j) { //p_data[i * d + j] = float(base + i); xb[i * dim + j] = drand48(); } xb[dim * i] += i / 1000.; ids[i] = i; } for (size_t i = 0; i < nq * dim; ++i) { xq[i] = xb[i]; } faiss::IndexFlatL2 index(dim); //index.add_with_ids(nb, xb, ids); index.add(nb, xb); float *D = new float[k * nq]; index.search(nq, xq, k, D, gt_ids); } void DataGenBase::GenData(const int &dim, const int &nb, const int &nq, std::vector &xb, std::vector &xq, std::vector &ids, const int &k, std::vector >_ids) { xb.resize(nb * dim); xq.resize(nq * dim); ids.resize(nb); gt_ids.resize(nq * k); GenData(dim, nb, nq, xb.data(), xq.data(), ids.data(), k, gt_ids.data()); } FileIOReader::FileIOReader(const std::string &fname) { name = fname; fs = std::fstream(name, std::ios::in | std::ios::binary); } FileIOReader::~FileIOReader() { fs.close(); } size_t FileIOReader::operator()(void *ptr, size_t size) { fs.read(reinterpret_cast(ptr), size); } FileIOWriter::FileIOWriter(const std::string &fname) { name = fname; fs = std::fstream(name, std::ios::out | std::ios::binary); } FileIOWriter::~FileIOWriter() { fs.close(); } size_t FileIOWriter::operator()(void *ptr, size_t size) { fs.write(reinterpret_cast(ptr), size); }