fixes
This commit is contained in:
302
source/assets/data_loaders/kitti_loader.cpp
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302
source/assets/data_loaders/kitti_loader.cpp
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#include "assets/data_loaders/kitti_loader.hpp"
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#include "glm/glm.hpp"
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#include <charconv>
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#include <fstream>
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#include <glm/ext/matrix_transform.hpp>
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#include "assets/components/point_cloud_vertex_components.hpp"
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#include "util/binary_ifstream.hpp"
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#include "util/logger.hpp"
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ztu::result<std::string_view> kitti_loader::parent_directory(const std::string_view path)
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{
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const auto sep_index = path.rfind(std::filesystem::path::preferred_separator);
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if (sep_index == std::string_view::npos)
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{
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return std::unexpected(std::make_error_code(std::errc::no_such_file_or_directory));
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}
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return path.substr(0, sep_index);
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};
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std::error_code kitti_loader::prefetch(
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const file_dir_list& paths,
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prefetch_queue& queue
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) {
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// Directories can simply be passed on
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queue.kitti_pose_queue.directories.push_back(paths.directories);
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// For files, we just forward the files directory
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for (const auto file : queue.kitti_pose_queue.files)
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{
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if (const auto base_directory = parent_directory(file).and_then(parent_directory))
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{
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queue.kitti_pose_queue.directories.push_back(*base_directory);
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}
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else
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{
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// TODO remove from list
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ztu::logger::error("Malformed kitti file path: %.", file);
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}
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}
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return {};
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}
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std::error_code kitti_loader::load(
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dynamic_point_cloud_buffer& buffer,
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const file_dir_list& paths,
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prefetch_lookup& id_lookup,
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dynamic_data_store& store,
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bool
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) {
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namespace fs = std::filesystem;
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std::error_code error;
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std::vector<dynamic_pose_store::iterator_type> pose_its;
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pose_its.reserve(paths.files.size());
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auto processed_filenames = ztu::string_list{};
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auto path_buffer = fs::path{};
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const auto preprocess_filename = [&](
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std::string_view path,
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const auto& directory,
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std::string_view filename,
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const pose_prefetch_lookup::directory_iterator& dir_it
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) {
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const auto pose_index = frame_id_from_filename(filename);
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if (not pose_index) [[unlikely]]
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{
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ztu::logger::error("Could not parse frame id from kitti file path: %.", filename);
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return;
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}
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const auto [ index_it, pose_id_match ] = id_lookup.poses.find_index(dir_it, *pose_index);
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if (not pose_id_match) [[unlikely]]
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{
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ztu::logger::error("No matching pose index (%) found in directory (%).", directory, *pose_index);
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return;
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}
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const auto [ pose_it, pose_match ] = store.poses.find(pose_id_match);
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if (not pose_id_match) [[unlikely]]
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{
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ztu::logger::error("No matching pose found for id: %.", pose_id_match);
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return;
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}
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processed_filenames.push_back(path);
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pose_its.push_back(pose_it);
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};
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for (const auto file : paths.files)
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{
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path_buffer.assign(file.begin(), file.end());
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if (not fs::is_regular_file(path_buffer))
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{
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ztu::logger::error("Given kitti file does not exist: %.", path_buffer);
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continue;
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}
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const auto sep_index = file.rfind(fs::path::preferred_separator);
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if (sep_index == std::string_view::npos) [[unlikely]]
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{
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ztu::logger::error("Could not parse frame directory from kitti file path: %.", file);
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continue;
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}
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const auto base_directory = parent_directory(file.substr(0, sep_index));
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if (not base_directory) [[unlikely]]
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{
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ztu::logger::error("Could not parse base directory from kitti file path: %.", file);
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continue;
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}
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const auto [ dir_it, dir_match ] = id_lookup.poses.find_directory(*base_directory);
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if (not dir_match) [[unlikely]]
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{
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ztu::logger::error("No matching pose directory found for %.", file);
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continue;
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}
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const auto filename = file.substr(sep_index + 1);
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preprocess_filename(
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file,
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*base_directory,
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filename,
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dir_it
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);
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}
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for (const auto directory : paths.directories)
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{
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path_buffer.assign(directory.begin(), directory.end());
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const auto [ dir_it, dir_match ] = id_lookup.poses.find_directory(path_buffer);
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if (not dir_match) [[unlikely]]
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{
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ztu::logger::error("No matching pose directory found for %.", path_buffer);
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continue;
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}
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path_buffer /= frame_folder;
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if (not fs::is_directory(path_buffer))
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{
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ztu::logger::error("Given kitti directory does not exist: %.", directory);
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continue;
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}
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for (const auto& file : fs::directory_iterator{ path_buffer })
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{
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const auto file_path = std::string_view{ file.path().c_str() };
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const auto extension_begin = file_path.rfind('.');
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if (extension_begin == std::string_view::npos or file_path.substr(extension_begin) != ".bin")
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{
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continue;
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}
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auto filename_begin = file_path.rfind(fs::path::preferred_separator, extension_begin);
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filename_begin = filename_begin == std::string_view::npos ? 0 : filename_begin + 1;
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const auto filename_only = file_path.substr(filename_begin);
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const auto pose_index = frame_id_from_filename(filename_only);
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if (not pose_index) [[unlikely]]
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{
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ztu::logger::error("Could not parse frame id from kitti filename: %.", filename_only);
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continue;
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}
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const auto [ index_it, pose_id_match ] = id_lookup.poses.find_index(dir_it, *pose_index);
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if (not pose_id_match) [[unlikely]]
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{
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ztu::logger::error("No matching pose index (%) found in directory (%).", directory, *pose_index);
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continue;
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}
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const auto [ pose_it, pose_match ] = store.poses.find(pose_id_match);
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if (not pose_id_match) [[unlikely]]
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{
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ztu::logger::error("No matching pose found for id: %.", pose_id_match);
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continue;
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}
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processed_filenames.push_back(file_path);
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pose_its.push_back(pose_it);
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preprocess_filename(
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file_path,
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directory,
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filename_only,
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dir_it
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);
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}
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}
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for (const auto [ filename, pose_it ] : std::ranges::views::zip_view(processed_filenames, pose_its))
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{
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buffer.clear();
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if ((error = load_point_file(filename, buffer)))
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{
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return error;
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}
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transform_point_cloud(buffer.positions(), *pose_it);
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store.point_clouds.add(buffer);
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}
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return {};
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}
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void kitti_loader::transform_point_cloud(
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std::span<components::point_cloud_vertex::position> points,
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const glm::mat4& pose
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) {
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for (auto& [ x, y, z ] : points) {
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auto vec = glm::vec4{ x, y, z, 1.0f };
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vec = pose * vec;
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x = vec.x;
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y = vec.y;
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z = vec.z;
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}
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}
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std::error_code kitti_loader::load_point_file(
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const std::filesystem::path& filename,
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dynamic_point_cloud_buffer& point_cloud
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) {
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auto in = binary_ifstream{};
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auto error = std::error_code{};
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if ((error == in.open(filename, true)))
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{
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return error;
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}
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const auto read_vector = [&in](auto& vector) -> std::error_code
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{
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for (auto& component : vector)
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{
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float component32;
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if (const auto e = in.read_ieee754<std::endian::little>(component32))
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{
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return e;
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}
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component = component32;
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}
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return {};
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};
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components::point_cloud_vertex::position position;
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auto& positions = point_cloud.positions();
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while (not ((error = read_vector(position)))) {
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positions.push_back(position);
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if ((error = in.skip<float>())) // TODO what am I skipping here?!?
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{
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break;
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}
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}
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if (static_cast<std::errc>(error.value()) != std::errc::result_out_of_range)
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{
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return error;
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}
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return {};
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}
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ztu::result<std::size_t> kitti_loader::frame_id_from_filename(
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std::string_view filename
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) {
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std::size_t id;
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const auto result = std::from_chars(filename.cbegin(), filename.cend(), id);
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if (result.ec != std::errc{})
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{
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return std::unexpected(std::make_error_code(result.ec));
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}
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return id;
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}
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