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| #ifndef FLANN_HDF5_H_ |
| #define FLANN_HDF5_H_ |
|
|
| #include <hdf5.h> |
|
|
| #include "FLANN/util/matrix.h" |
|
|
|
|
| namespace flann |
| { |
|
|
| namespace |
| { |
|
|
| template<typename T> |
| hid_t get_hdf5_type() |
| { |
| throw FLANNException("Unsupported type for IO operations"); |
| } |
|
|
| template<> |
| hid_t get_hdf5_type<char>() { return H5T_NATIVE_CHAR; } |
| template<> |
| hid_t get_hdf5_type<unsigned char>() { return H5T_NATIVE_UCHAR; } |
| template<> |
| hid_t get_hdf5_type<short int>() { return H5T_NATIVE_SHORT; } |
| template<> |
| hid_t get_hdf5_type<unsigned short int>() { return H5T_NATIVE_USHORT; } |
| template<> |
| hid_t get_hdf5_type<int>() { return H5T_NATIVE_INT; } |
| template<> |
| hid_t get_hdf5_type<unsigned int>() { return H5T_NATIVE_UINT; } |
| template<> |
| hid_t get_hdf5_type<long>() { return H5T_NATIVE_LONG; } |
| template<> |
| hid_t get_hdf5_type<unsigned long>() { return H5T_NATIVE_ULONG; } |
| template<> |
| hid_t get_hdf5_type<float>() { return H5T_NATIVE_FLOAT; } |
| template<> |
| hid_t get_hdf5_type<double>() { return H5T_NATIVE_DOUBLE; } |
| template<> |
| hid_t get_hdf5_type<long double>() { return H5T_NATIVE_LDOUBLE; } |
| } |
|
|
|
|
| #define CHECK_ERROR(x,y) if ((x)<0) throw FLANNException((y)); |
|
|
| template<typename T> |
| void save_to_file(const flann::Matrix<T>& dataset, const std::string& filename, const std::string& name) |
| { |
|
|
| #if H5Eset_auto_vers == 2 |
| H5Eset_auto( H5E_DEFAULT, NULL, NULL ); |
| #else |
| H5Eset_auto( NULL, NULL ); |
| #endif |
|
|
| herr_t status; |
| hid_t file_id; |
| file_id = H5Fopen(filename.c_str(), H5F_ACC_RDWR, H5P_DEFAULT); |
| if (file_id < 0) { |
| file_id = H5Fcreate(filename.c_str(), H5F_ACC_EXCL, H5P_DEFAULT, H5P_DEFAULT); |
| } |
| CHECK_ERROR(file_id,"Error creating hdf5 file."); |
|
|
| hsize_t dimsf[2]; |
| dimsf[0] = dataset.rows; |
| dimsf[1] = dataset.cols; |
|
|
| hid_t space_id = H5Screate_simple(2, dimsf, NULL); |
| hid_t memspace_id = H5Screate_simple(2, dimsf, NULL); |
|
|
| hid_t dataset_id; |
| #if H5Dcreate_vers == 2 |
| dataset_id = H5Dcreate2(file_id, name.c_str(), get_hdf5_type<T>(), space_id, H5P_DEFAULT, H5P_DEFAULT, H5P_DEFAULT); |
| #else |
| dataset_id = H5Dcreate(file_id, name.c_str(), get_hdf5_type<T>(), space_id, H5P_DEFAULT); |
| #endif |
|
|
| if (dataset_id<0) { |
| #if H5Dopen_vers == 2 |
| dataset_id = H5Dopen2(file_id, name.c_str(), H5P_DEFAULT); |
| #else |
| dataset_id = H5Dopen(file_id, name.c_str()); |
| #endif |
| } |
| CHECK_ERROR(dataset_id,"Error creating or opening dataset in file."); |
|
|
| status = H5Dwrite(dataset_id, get_hdf5_type<T>(), memspace_id, space_id, H5P_DEFAULT, dataset.ptr() ); |
| CHECK_ERROR(status, "Error writing to dataset"); |
|
|
| H5Sclose(memspace_id); |
| H5Sclose(space_id); |
| H5Dclose(dataset_id); |
| H5Fclose(file_id); |
|
|
| } |
|
|
|
|
| template<typename T> |
| void load_from_file(flann::Matrix<T>& dataset, const std::string& filename, const std::string& name) |
| { |
| herr_t status; |
| hid_t file_id = H5Fopen(filename.c_str(), H5F_ACC_RDWR, H5P_DEFAULT); |
| CHECK_ERROR(file_id,"Error opening hdf5 file."); |
|
|
| hid_t dataset_id; |
| #if H5Dopen_vers == 2 |
| dataset_id = H5Dopen2(file_id, name.c_str(), H5P_DEFAULT); |
| #else |
| dataset_id = H5Dopen(file_id, name.c_str()); |
| #endif |
| CHECK_ERROR(dataset_id,"Error opening dataset in file."); |
|
|
| hid_t space_id = H5Dget_space(dataset_id); |
|
|
| hsize_t dims_out[2]; |
| H5Sget_simple_extent_dims(space_id, dims_out, NULL); |
|
|
| dataset = flann::Matrix<T>(new T[dims_out[0]*dims_out[1]], dims_out[0], dims_out[1]); |
|
|
| status = H5Dread(dataset_id, get_hdf5_type<T>(), H5S_ALL, H5S_ALL, H5P_DEFAULT, dataset[0]); |
| CHECK_ERROR(status, "Error reading dataset"); |
|
|
| H5Sclose(space_id); |
| H5Dclose(dataset_id); |
| H5Fclose(file_id); |
| } |
|
|
|
|
| #ifdef HAVE_MPI |
|
|
| namespace mpi |
| { |
| |
| |
| |
| |
| |
| |
| template<typename T> |
| void load_from_file(flann::Matrix<T>& dataset, const std::string& filename, const std::string& name) |
| { |
| MPI_Comm comm = MPI_COMM_WORLD; |
| MPI_Info info = MPI_INFO_NULL; |
|
|
| int mpi_size, mpi_rank; |
| MPI_Comm_size(comm, &mpi_size); |
| MPI_Comm_rank(comm, &mpi_rank); |
|
|
| herr_t status; |
|
|
| hid_t plist_id = H5Pcreate(H5P_FILE_ACCESS); |
| H5Pset_fapl_mpio(plist_id, comm, info); |
| hid_t file_id = H5Fopen(filename.c_str(), H5F_ACC_RDWR, plist_id); |
| CHECK_ERROR(file_id,"Error opening hdf5 file."); |
| H5Pclose(plist_id); |
| hid_t dataset_id; |
| #if H5Dopen_vers == 2 |
| dataset_id = H5Dopen2(file_id, name.c_str(), H5P_DEFAULT); |
| #else |
| dataset_id = H5Dopen(file_id, name.c_str()); |
| #endif |
| CHECK_ERROR(dataset_id,"Error opening dataset in file."); |
|
|
| hid_t space_id = H5Dget_space(dataset_id); |
| hsize_t dims[2]; |
| H5Sget_simple_extent_dims(space_id, dims, NULL); |
|
|
| hsize_t count[2]; |
| hsize_t offset[2]; |
|
|
| hsize_t item_cnt = dims[0]/mpi_size+(dims[0]%mpi_size==0 ? 0 : 1); |
| hsize_t cnt = (mpi_rank<mpi_size-1 ? item_cnt : dims[0]-item_cnt*(mpi_size-1)); |
|
|
| count[0] = cnt; |
| count[1] = dims[1]; |
| offset[0] = mpi_rank*item_cnt; |
| offset[1] = 0; |
|
|
| hid_t memspace_id = H5Screate_simple(2,count,NULL); |
|
|
| H5Sselect_hyperslab(space_id, H5S_SELECT_SET, offset, NULL, count, NULL); |
|
|
| dataset = flann::Matrix<T>(new T[count[0]*count[1]], count[0], count[1]); |
|
|
| plist_id = H5Pcreate(H5P_DATASET_XFER); |
| |
| status = H5Dread(dataset_id, get_hdf5_type<T>(), memspace_id, space_id, plist_id, dataset[0]); |
| CHECK_ERROR(status, "Error reading dataset"); |
|
|
| H5Pclose(plist_id); |
| H5Sclose(space_id); |
| H5Sclose(memspace_id); |
| H5Dclose(dataset_id); |
| H5Fclose(file_id); |
| } |
| } |
| #endif |
| } |
|
|
| #endif |
|
|