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sigmf_helpers.h
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/*
* Copyright 2019, 2021, 2022 DeepSig Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#ifndef SIGMF_HELPERS_H
#define SIGMF_HELPERS_H
#include "sigmf.h"
#include "sigmf_core_generated.h"
#include "sigmf_antenna_generated.h"
#include "sigmf_capture_details_generated.h"
#include "sigmf_signal_generated.h"
#include <fstream>
namespace sigmf {
/**
*
* Sort elements of SigMF Vector
*
* Standard in place sort using sample_start as the comparand
*
* @param sigmf_vector SigMF vector to be sorted
*/
template<typename SigMFMemberType>
void sort_sigmf_vector(sigmf::SigMFVector<SigMFMemberType> &sigmf_vector) {
std::sort(sigmf_vector.begin(), sigmf_vector.end(),
[](typename sigmf::SigMFVector<SigMFMemberType>::value_type first,
typename sigmf::SigMFVector<SigMFMemberType>::value_type second) -> bool {
return (first.template get<core::DescrT>().sample_start <
second.template get<core::DescrT>().sample_start);
});
}
/**
*
* Get SigMF element applicable to sample
*
* NOTE: SigMF Vector should be validated before calling this function
*
* @param sample_number The sample_start of target annotation
* @param sigmf_vector Reference to non-empty SigMF vector
* @return Iterator to SigMF element
*
*/
template<typename VectorT, typename ComparisonT>
typename VectorT::iterator get_first_of_sigmf_vector(ComparisonT sample_number, VectorT &sigmf_vector) {
// get iterator to first SigMF item with a sample_start greater than the reference sample_start
// NOTE: if no capture sample_start is greater then `upper_bound === sigmf_vector.end()`
if(sigmf_vector.empty()) {
throw std::runtime_error("Invalid memory access attempted on SigMF vector.");
}
auto upper_bound = std::upper_bound(sigmf_vector.begin(), sigmf_vector.end(), sample_number,
[](ComparisonT sample_number_to_compare,
typename VectorT::value_type first
) -> bool {
return sample_number_to_compare <
first.template get<core::DescrT>().sample_start;
}
);
// return the capture right before the upper_bound
return (upper_bound - 1);
}
/**
*
* Get a subset of SigMF data that applies to a specific number of samples,
* and normalized to a sample_start, from a larger set of SigMF data
*
* @param input_md Full set of SigMF data
* @param segment_sample_start Starting sample to normalize
* @param segment_sample_count Number of samples in subset
*
* @return Applicable subset of SigMF data
*
*/
template<typename G, typename C, typename A>
sigmf::SigMF<G, C, A>
get_sigmf_in_range(sigmf::SigMF<G, C, A> &input_md, uint64_t segment_sample_start, uint64_t segment_sample_count) {
sigmf::SigMF<G, C, A> new_md;
// Copy global data to latest_metadata
new_md.global = input_md.global;
// Copy the normalized captures in range to the latest_metadata
sort_sigmf_vector(input_md.captures);
auto applicable_capture = get_first_of_sigmf_vector(segment_sample_start, input_md.captures);
while (applicable_capture != input_md.captures.end() &&
(applicable_capture->template get<core::DescrT>().sample_start <
(segment_sample_start + segment_sample_count))) {
auto new_capture = *applicable_capture;
if (segment_sample_start < new_capture.template get<core::DescrT>().sample_start.value_or(0)) {
new_capture.template get<core::DescrT>().sample_start =
new_capture.template get<core::DescrT>().sample_start.value_or(0) - segment_sample_start;
} else {
new_capture.template get<core::DescrT>().sample_start = 0;
}
new_md.captures.emplace_back(new_capture);
++applicable_capture;
}
// Copy the annotations in range to the latest_metadata
sort_sigmf_vector(input_md.annotations);
auto original_annotation = input_md.annotations.begin();
while (original_annotation != input_md.annotations.end()) {
bool increment_iterator = true;
core::AnnotationT &original_annotation_md = original_annotation->template get<core::DescrT>();
if (!original_annotation_md.sample_start.has_value()) {
continue; // this is not a valid annotation, skip it
}
if (original_annotation_md.sample_start.value() >= (segment_sample_start + segment_sample_count)) {
// annotations are in sorted order, if above is true, all other annotations will be out of bounds
break;
} else if ((original_annotation_md.sample_start.value() + original_annotation_md.sample_count.value_or(0)) >
segment_sample_start) {
auto new_annotation = *original_annotation;
uint64_t start_offset = std::max(original_annotation_md.sample_start.value(), segment_sample_start);
uint64_t count_from_new_offset =
original_annotation_md.sample_start.value() + original_annotation_md.sample_count.value_or(0) - start_offset;
uint64_t new_start = start_offset - segment_sample_start;
uint64_t new_count = std::min(count_from_new_offset, segment_sample_count - new_start);
auto first_applicable_capture = get_first_of_sigmf_vector(new_start, new_md.captures);
auto new_sample_last = new_start + new_count - 1;
auto last_applicable_capture = get_first_of_sigmf_vector(new_sample_last, new_md.captures);
if (first_applicable_capture != last_applicable_capture) {
auto next_applicable_capture = first_applicable_capture + 1;
new_count = next_applicable_capture->template get<core::DescrT>().sample_start.value()
- new_start;
auto implicit_annotation = *original_annotation;
implicit_annotation.template get<core::DescrT>().sample_start =
next_applicable_capture->template get<core::DescrT>().sample_start.value() +
segment_sample_start;
original_annotation_md.sample_count =
implicit_annotation.template get<core::DescrT>().sample_start.value() -
original_annotation_md.sample_start.value();
implicit_annotation.template get<core::DescrT>().sample_count =
implicit_annotation.template get<sigmf::core::DescrT>().sample_count.value_or(0) -
original_annotation_md.sample_count.value_or(0);
if (implicit_annotation.template get<core::DescrT>().sample_start.value() <
(segment_sample_start + segment_sample_count)) {
original_annotation = input_md.annotations.insert((original_annotation + 1),
implicit_annotation);
increment_iterator = false;
}
}
new_annotation.template get<core::DescrT>().sample_start = new_start;
new_annotation.template get<core::DescrT>().sample_count = new_count;
new_md.annotations.emplace_back(new_annotation);
}
if (increment_iterator) {
original_annotation++;
}
}
return std::move(new_md);
}
/**
*
* Read data from SigMF file into SigMF object
*
* @param meta_file Constant reference input file stream
* @return Pointer to SigMF object
*
*/
static std::unique_ptr<sigmf::SigMF<sigmf::Global<core::DescrT, antenna::DescrT, capture_details::DescrT, signal::DescrT>,
sigmf::Capture<core::DescrT, antenna::DescrT, capture_details::DescrT, signal::DescrT>,
sigmf::Annotation<core::DescrT, antenna::DescrT, capture_details::DescrT, signal::DescrT>>>
metadata_file_to_json(const std::ifstream &meta_file) {
std::ostringstream meta_buffer;
meta_buffer << meta_file.rdbuf();
auto sigmf_md = std::make_unique<sigmf::SigMF<
sigmf::Global<core::DescrT, antenna::DescrT, capture_details::DescrT, signal::DescrT>,
sigmf::Capture<core::DescrT, antenna::DescrT, capture_details::DescrT, signal::DescrT>,
sigmf::Annotation<core::DescrT, antenna::DescrT, capture_details::DescrT, signal::DescrT>>>();
*sigmf_md = json::parse(meta_buffer.str());
return sigmf_md;
}
/**
*
* Returns the size of a single data sample in bytes given the datatype string
*
* @param datatype_string
* @return size of a sample in bytes
*/
static uint32_t get_sample_size(std::string dtype_str)
{
uint32_t sample_size;
// possible bit widths are 64, 32, 16, 8
if (dtype_str.find("64") != std::string::npos) {
sample_size = 8;
} else if (dtype_str.find("32") != std::string::npos) {
sample_size = 4;
} else if (dtype_str.find("16") != std::string::npos) {
sample_size = 2;
} else if (dtype_str.find("8") != std::string::npos) {
sample_size = 1;
} else {
throw std::invalid_argument("Invalid datatype string.");
}
if (dtype_str.at(0) == 'c') {
sample_size *= 2;
}
return sample_size;
}
struct SigMFCaptureBoundary {
uint64_t start_byte;
uint64_t stop_byte;
};
/**
*
* Returns the file byte start offset for a given captures array
*
* @param captures_vector SigMF captures vector
* @param index specific capture to return information for
* @param sample_size size of one sample in bytes
*/
template<typename CaptureType>
static SigMFCaptureBoundary get_capture_range(sigmf::SigMFVector<CaptureType> &captures_vector, int index, int sample_size) {
if (index >= captures_vector.size()) {
// index exceeds captures vector length, no data to read
return SigMFCaptureBoundary{0,0};
}
SigMFCaptureBoundary bounds;
bounds.start_byte = captures_vector[0].template get<core::DescrT>().header_bytes.value_or(0);
for (auto ii = 1; ii <= index; ii++) {
bounds.start_byte += captures_vector[ii].template get<core::DescrT>().header_bytes.value_or(0);
}
bounds.start_byte += captures_vector[index].template get<core::DescrT>().sample_start * sample_size;
bounds.stop_byte = bounds.start_byte + captures_vector[index].template get<core::DescrT>().sample_start * sample_size;
return bounds;
}
} // namespace sigmf
#endif //OMNISIG_SIGMF_HELPERS_H