24 std::vector<Region> result;
25 std::ranges::copy_if(group.
regions, std::back_inserter(result),
26 [&label](
const Region& region) {
27 return region.get_label() == label;
34 std::vector<Region> result;
35 std::ranges::copy_if(group.
regions, std::back_inserter(result),
36 [&key, &value](
const Region& region) {
37 if (!region.attributes.contains(key))
40 const auto& attr = region.attributes.at(key);
42 if (attr.type() != value.type())
44 if (attr.type() == typeid(std::string))
45 return any_equal<std::string>(attr, value);
46 if (attr.type() == typeid(double))
47 return any_equal<double>(attr, value);
48 if (attr.type() == typeid(int))
49 return any_equal<int>(attr, value);
50 if (attr.type() == typeid(float))
51 return any_equal<float>(attr, value);
52 if (attr.type() == typeid(bool))
53 return any_equal<bool>(attr, value);
54 if (attr.type() == typeid(uint32_t))
55 return any_equal<uint32_t>(attr, value);
56 if (attr.type() == typeid(int64_t))
57 return any_equal<int64_t>(attr, value);
58 if (attr.type() == typeid(uint64_t))
59 return any_equal<uint64_t>(attr, value);
68 std::vector<Region> result;
69 std::ranges::copy_if(group.
regions, std::back_inserter(result),
70 [&coordinates](
const Region& region) {
71 return region.contains(coordinates);
79 for (
size_t i = 0; i < std::min(offset.size(), region.
start_coordinates.size()); ++i) {
89 for (
size_t i = 0; i < std::min(factors.size(), region.
start_coordinates.size()); ++i) {
92 auto new_half_span =
static_cast<uint64_t
>(factors[i] *
static_cast<double>(half_span));
103 auto min_coords = group.
regions.front().start_coordinates;
104 auto max_coords = group.
regions.front().end_coordinates;
106 for (
const auto& region : group.
regions) {
107 for (
size_t i = 0; i < min_coords.size() && i < region.start_coordinates.size(); ++i) {
108 min_coords[i] = std::min(min_coords[i], region.start_coordinates[i]);
110 for (
size_t i = 0; i < max_coords.size() && i < region.end_coordinates.size(); ++i) {
111 max_coords[i] = std::max(max_coords[i], region.end_coordinates[i]);
115 Region bounds(min_coords, max_coords);
122 std::ranges::sort(regions,
124 if (dimension <
a.start_coordinates.size() && dimension <
b.start_coordinates.size())
125 return a.start_coordinates[dimension] <
b.start_coordinates[dimension];
132 std::ranges::sort(regions,
134 auto aval = get_region_attribute<std::string>(
a, attr_name);
135 auto bval = get_region_attribute<std::string>(
b, attr_name);
136 return aval.value_or(
"") < bval.value_or(
"");
142 refs.emplace_back(name, region);
147 auto to_remove = std::ranges::remove_if(refs,
148 [&name](
const auto& pair) {
return pair.first == name; });
149 refs.erase(to_remove.begin(), to_remove.end());
152std::optional<Region>
get_reference_region(
const std::vector<std::pair<std::string, Region>>& refs,
const std::string& name)
154 auto it = std::ranges::find_if(refs,
155 [&name](
const auto& pair) {
return pair.first == name; });
156 if (it != refs.end())
162 const std::vector<std::pair<std::string, Region>>& refs,
const Region& region)
164 std::vector<std::pair<std::string, Region>> result;
166 std::ranges::copy_if(refs, std::back_inserter(result),
167 [®ion](
const auto& pair) {
return region.
contains(pair.second.start_coordinates); });
173 groups[group.
name] = group;
176std::optional<RegionGroup>
get_region_group(
const std::unordered_map<std::string, RegionGroup>& groups,
const std::string& name)
178 auto it = groups.find(name);
179 if (it != groups.end())
190 const std::vector<uint64_t>& output_shape)
192 if (current_pos.size() != output_shape.size()) {
193 error<std::invalid_argument>(
195 std::source_location::current(),
196 "Position and shape vectors must have same size: current_pos size = "
197 + std::to_string(current_pos.size()) +
", output_shape size = "
198 + std::to_string(output_shape.size()));
201 std::vector<uint64_t> end_pos;
202 end_pos.reserve(current_pos.size());
204 for (
size_t i = 0; i < current_pos.size(); ++i) {
205 if (output_shape[i] == 0) {
206 error<std::invalid_argument>(
208 std::source_location::current(),
209 "Output shape cannot have zero dimensions: dimension " + std::to_string(i) +
" is zero");
211 end_pos.push_back(current_pos[i] + output_shape[i] - 1);
214 return { current_pos, end_pos };
218 uint64_t frames_to_process,
219 const std::shared_ptr<SignalSourceContainer>& container)
221 const auto& structure = container->get_structure();
222 uint64_t total_frames = structure.get_samples_count_per_channel();
223 uint64_t num_channels = structure.get_channel_count();
225 if (current_frame >= total_frames) {
226 error<std::out_of_range>(
228 std::source_location::current(),
229 "Current frame exceeds container bounds: current_frame = "
230 + std::to_string(current_frame) +
", total_frames = "
231 + std::to_string(total_frames));
234 uint64_t available_frames = total_frames - current_frame;
235 uint64_t actual_frames = std::min(frames_to_process, available_frames);
239 output_shape.
end_coordinates = { current_frame + actual_frames - 1, num_channels - 1 };
245 const std::shared_ptr<SignalSourceContainer>& container)
251 const auto dimensions = container->get_dimensions();
252 const auto memory_layout = container->get_memory_layout();
259 size_t last_dim = dimensions.size() - 1;
271std::vector<std::unordered_map<std::string, std::any>>
extract_all_regions_info(
const std::shared_ptr<SignalSourceContainer>& container)
274 error<std::invalid_argument>(
276 std::source_location::current(),
277 "Container is null");
280 auto all_groups = container->get_all_region_groups();
281 std::vector<std::unordered_map<std::string, std::any>> regions_info;
283 for (
const auto& [group_name, group] : all_groups) {
284 for (
size_t i = 0; i < group.regions.size(); ++i) {
285 const auto& region = group.regions[i];
287 std::unordered_map<std::string, std::any> region_info;
288 region_info[
"group_name"] = group_name;
289 region_info[
"region_index"] = i;
290 region_info[
"start_coordinates"] = region.start_coordinates;
291 region_info[
"end_coordinates"] = region.end_coordinates;
292 region_info[
"attributes"] = region.attributes;
294 regions_info.push_back(std::move(region_info));
303 std::unordered_map<std::string, std::any> bounds_info;
309 const auto& first_region = group.
regions[0];
310 std::vector<uint64_t> min_coords = first_region.start_coordinates;
311 std::vector<uint64_t> max_coords = first_region.end_coordinates;
313 for (
size_t i = 1; i < group.
regions.size(); ++i) {
314 const auto& region = group.
regions[i];
316 for (
size_t j = 0; j < min_coords.size() && j < region.start_coordinates.size(); ++j) {
317 min_coords[j] = std::min(min_coords[j], region.start_coordinates[j]);
320 for (
size_t j = 0; j < max_coords.size() && j < region.end_coordinates.size(); ++j) {
321 max_coords[j] = std::max(max_coords[j], region.end_coordinates[j]);
325 bounds_info[
"group_name"] = group.
name;
326 bounds_info[
"num_regions"] = group.
regions.size();
327 bounds_info[
"bounding_min"] = min_coords;
328 bounds_info[
"bounding_max"] = max_coords;
329 bounds_info[
"group_attributes"] = group.
attributes;
336 std::vector<std::unordered_map<std::string, std::any>> metadata_list;
337 metadata_list.reserve(segments.size());
339 for (
const auto& segment : segments) {
340 std::unordered_map<std::string, std::any> segment_info;
341 segment_info[
"start_coordinates"] = segment.source_region.start_coordinates;
342 segment_info[
"end_coordinates"] = segment.source_region.end_coordinates;
343 segment_info[
"region_attributes"] = segment.source_region.attributes;
344 segment_info[
"segment_attributes"] = segment.processing_metadata;
346 metadata_list.push_back(std::move(segment_info));
349 return metadata_list;
354 std::unordered_map<std::string, std::any> bounds_info;
358 std::vector<uint64_t> sizes;
364 bounds_info[
"sizes"] = sizes;
366 uint64_t total_elements = 1;
367 for (uint64_t
size : sizes) {
368 total_elements *=
size;
370 bounds_info[
"total_elements"] = total_elements;
376 const std::vector<Region>& regions)
378 for (
size_t i = 0; i < regions.size(); ++i) {
379 if (regions[i].contains(
position)) {
388 for (
size_t i = 0; i < regions.size(); ++i) {
389 if (regions[i].contains_position(
position)) {
400 for (
long i = 0; i < dimensions.size(); ++i) {
413 std::vector<DataDimension> result;
414 std::ranges::copy_if(dimensions, std::back_inserter(result),
423 const size_t ndim = std::min({ r1.start_coordinates.size(),
424 r1.end_coordinates.size(),
425 r2.start_coordinates.size(),
426 r2.end_coordinates.size() });
430 for (
size_t i = 0; i < ndim; ++i) {
431 if (r1.end_coordinates[i] < r2.start_coordinates[i]
432 || r2.end_coordinates[i] < r1.start_coordinates[i])
439 const std::vector<Region>& regions,
440 const std::shared_ptr<SignalSourceContainer>& source,
441 uint32_t num_channels,
445 for (
size_t ri = 0; ri < regions.size(); ++ri) {
446 auto variants = source->get_region_data(regions[ri]);
447 for (uint32_t ch = 0; ch < num_channels; ++ch) {
448 if (ch >= variants.size())
451 extract_from_variant<double>(variants[ch],
storage);
456 write_fn(ri, ch, std::span<double>(
storage.data(),
storage.size()));
@ Runtime
General runtime operations (default fallback)
@ Kakshya
Containers[Signalsource, Stream, File], Regions, DataProcessors.
void set_region_attribute(Region ®ion, const std::string &key, std::any value)
Set an attribute value on a Region.
Region remove_channel_dimension(const Region ®ion, const std::vector< DataDimension > &dimensions)
Remove the channel dimension from a Region.
void sort_regions_by_attribute(std::vector< Region > ®ions, const std::string &attr_name)
Sort a vector of Regions by a specific attribute (numeric).
std::optional< RegionGroup > get_region_group(const std::unordered_map< std::string, RegionGroup > &groups, const std::string &name)
Get a RegionGroup by name from a group map.
std::vector< Region > find_regions_with_label(const RegionGroup &group, const std::string &label)
Find all regions in a RegionGroup with a given label.
bool is_region_access_contiguous(const Region ®ion, const std::shared_ptr< SignalSourceContainer > &container)
Check if region access will be contiguous in memory.
std::unordered_map< std::string, std::any > extract_region_bounds_info(const Region ®ion)
Extract structured bounds information from region.
std::function< void(std::span< double >)> RegionTaper
Per-region taper applied in-place before the write callback is invoked.
void add_reference_region(std::vector< std::pair< std::string, Region > > &refs, const std::string &name, const Region ®ion)
Add a named reference region to a reference list.
Region translate_region(const Region ®ion, const std::vector< int64_t > &offset)
Translate a Region by an offset vector.
void add_region_group(std::unordered_map< std::string, RegionGroup > &groups, const RegionGroup &group)
Add a RegionGroup to a group map.
std::function< void(size_t region_idx, uint32_t channel, std::span< double >)> RegionWriteFn
Callback invoked once per region per channel during iteration.
Region scale_region(const Region ®ion, const std::vector< double > &factors)
Scale a Region about its center by the given factors.
void iterate_region_channels(const std::vector< Region > ®ions, const std::shared_ptr< SignalSourceContainer > &source, uint32_t num_channels, const RegionTaper &taper, const RegionWriteFn &write_fn)
Iterate over a set of regions, extracting per-channel samples and dispatching them to a write callbac...
@ ROW_MAJOR
C/C++ style (last dimension varies fastest)
@ COLUMN_MAJOR
Fortran/MATLAB style (first dimension varies fastest)
bool regions_intersect(const Region &r1, const Region &r2) noexcept
Test whether two N-dimensional regions overlap on every shared axis.
std::vector< std::unordered_map< std::string, std::any > > extract_segments_metadata(const std::vector< RegionSegment > &segments)
Extract metadata from region segments.
void remove_region_group(std::unordered_map< std::string, RegionGroup > &groups, const std::string &name)
Remove a RegionGroup by name from a group map.
std::unordered_map< std::string, std::any > extract_group_bounds_info(const RegionGroup &group)
Extract bounds information from region group.
std::vector< Region > find_regions_containing_coordinates(const RegionGroup &group, const std::vector< uint64_t > &coordinates)
Find all regions in a RegionGroup that contain the given coordinates.
void remove_reference_region(std::vector< std::pair< std::string, Region > > &refs, const std::string &name)
Remove a named reference region from a reference list.
std::vector< Region > find_regions_with_attribute(const RegionGroup &group, const std::string &key, const std::any &value)
Find all regions in a RegionGroup with a specific attribute value.
std::vector< std::unordered_map< std::string, std::any > > extract_all_regions_info(const std::shared_ptr< SignalSourceContainer > &container)
Extract all regions from container's region groups.
Region get_bounding_region(const RegionGroup &group)
Get the bounding region that contains all regions in a RegionGroup.
std::vector< std::pair< std::string, Region > > find_references_in_region(const std::vector< std::pair< std::string, Region > > &refs, const Region ®ion)
Find all references in a reference list that overlap a given region.
std::optional< size_t > find_region_for_position(const std::vector< uint64_t > &position, const std::vector< Region > ®ions)
Find optimal region containing given position.
Region calculate_output_region(const std::vector< uint64_t > ¤t_pos, const std::vector< uint64_t > &output_shape)
Calculate output region bounds from current position and shape.
std::optional< Region > get_reference_region(const std::vector< std::pair< std::string, Region > > &refs, const std::string &name)
Get a named reference region from a reference list.
std::vector< DataDimension > get_non_channel_dimensions(const std::vector< DataDimension > &dimensions)
Get all non-channel dimensions from a list of dimensions.
void sort_regions_by_dimension(std::vector< Region > ®ions, size_t dimension)
Sort a vector of Regions by a specific dimension.
@ CHANNEL
Parallel streams (audio channels, color channels)
Role role
Semantic hint for common operations.
Minimal dimension descriptor focusing on structure only.
std::unordered_map< std::string, std::any > attributes
Flexible key-value store for group-specific attributes.
std::vector< Region > regions
Collection of regions belonging to this group.
std::string name
Descriptive name of the group.
Organizes related signal regions into a categorized collection.
std::unordered_map< std::string, std::any > attributes
Flexible key-value store for region-specific attributes.
std::vector< uint64_t > end_coordinates
Ending frame index (inclusive)
std::vector< uint64_t > start_coordinates
Starting frame index (inclusive)
bool contains(const std::vector< uint64_t > &coordinates) const
Check if the given coordinates are contained within this region.
Represents a point or span in N-dimensional space.