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Added handler for single-end dual barcode designs.
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LTLA committed Oct 5, 2023
1 parent d441c47 commit a21147b
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309 changes: 309 additions & 0 deletions include/kaori/handlers/DualBarcodesSingleEnd.hpp
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#ifndef KAORI_DUAL_BARCODES_SINGLE_END_HPP
#define KAORI_DUAL_BARCODES_SINGLE_END_HPP

#include "../ScanTemplate.hpp"
#include "../BarcodeSearch.hpp"
#include "../utils.hpp"

#include <array>
#include <vector>

/**
* @file DualBarcodesSingleEnd.hpp
*
* @brief Process single-end dual barcodes.
*/

namespace kaori {

/**
* @brief Handler for single-end dual barcodes.
*
* In this design, the barcoding element is created from a template with multiple variable regions.
* Each region contains a barcode from a different pool of options, where the valid combinations of barcodes across variable regions are known beforehand.
* This differs from `CombinatorialBarcodesSingleEnd` where the combinations are assembled randomly.
* Despite its name, this handler can actually handle any number (>= 2) of variable regions in the combination.
* It will count the frequency of each barcode combination, along with the total number of reads.
*
* @tparam max_size Maximum length of the template sequence.
*/
template<size_t max_size>
class DualBarcodesSingleEnd {
public:
/**
* @brief Optional parameters for `DualBarcodeSingleEnd`.
*/
struct Options {
/**
* Maximum number of mismatches allowed across the barcoding element.
*/
int max_mismatches = 0;

/** @param Whether to search only for the first match.
* If `false`, the handler will search for the best match (i.e., fewest mismatches) instead.
*/
bool use_first = true;

/**
* Strand(s) of the read sequence to search for the barcoding element.
*/
SearchStrand strand = SearchStrand::FORWARD;

/**
* How duplicated barcode sequences should be handled.
*/
DuplicateAction duplicates = DuplicateAction::ERROR;
};

public:
/**
* @param[in] template_seq Template sequence containing any number (usually 2 or more) of variable regions.
* @param template_length Length of the template.
* This should be less than or equal to `max_size`.
* @param barcode_pools Array containing the known barcode sequences for each of the variable regions, in the order of their appearance in the template sequence.
* Each pool should have the same length, and corresponding values across pools define a specific combination of barcodes.
* @param options Optional parameters.
*/
DualBarcodesSingleEnd(const char* template_seq, size_t template_length, const std::vector<BarcodePool>& barcode_pools, const Options& options) :
forward(search_forward(options.strand)),
reverse(search_reverse(options.strand)),
max_mm(options.max_mismatches),
use_first(options.use_first),
constant_matcher(template_seq, template_length, options.strand)
{
const auto& regions = constant_matcher.variable_regions();
num_variable = regions.size();
if (barcode_pools.size() != num_variable) {
throw std::runtime_error("length of 'barcode_pools' should equal the number of variable regions");
}

for (size_t i = 0; i < num_variable; ++i) {
size_t rlen = regions[i].second - regions[i].first;
size_t vlen = barcode_pools[i].length;
if (vlen != rlen) {
throw std::runtime_error("length of variable region " + std::to_string(i + 1) + " (" + std::to_string(rlen) +
") should be the same as its sequences (" + std::to_string(vlen) + ")");
}
}

size_t num_choices = 0;
if (num_variable) {
num_choices = barcode_pools[0].size();
for (size_t i = 1; i < num_variable; ++i) {
if (num_choices != barcode_pools[i].size()) {
throw std::runtime_error("all entries of 'barcode_pools' should have the same length");
}
}
}
counts.resize(num_choices);

// Constructing the combined varlib.
std::vector<std::string> combined(num_choices);
for (size_t v = 0; v < num_variable; ++v) {
const auto& curpool = barcode_pools[v];
size_t n = curpool.length;
for (size_t c = 0; c < num_choices; ++c) {
auto ptr = curpool[c];
combined[c].insert(combined[c].end(), ptr, ptr + n);
}
}

SimpleBarcodeSearch::Options bopt;
bopt.max_mismatches = options.max_mismatches;
bopt.duplicates = options.duplicates;

if (forward) {
bopt.reverse = false;
forward_lib = SimpleBarcodeSearch(combined, bopt);
}

if (reverse) {
bopt.reverse = true;
reverse_lib = SimpleBarcodeSearch(combined, bopt);
}
}

public:
/**
* @cond
*/
struct State {
std::vector<int> counts;
int total = 0;

std::string buffer;

// Default constructors should be called in this case, so it should be fine.
typename SimpleBarcodeSearch::State forward_details, reverse_details;
};
/**
* @endcond
*/

private:
template<bool reverse>
std::pair<int, int> find_match(
const char* seq,
size_t position,
int obs_mismatches,
const SimpleBarcodeSearch& lib,
typename SimpleBarcodeSearch::State state,
std::string& buffer
) const {
const auto& regions = constant_matcher.template variable_regions<reverse>();
buffer.clear();

for (size_t r = 0; r < num_variable; ++r) {
auto start = seq + position;
buffer.insert(buffer.end(), start + regions[r].first, start + regions[r].second);
}

lib.search(buffer, state, max_mm - obs_mismatches);
return std::make_pair(state.index, obs_mismatches + state.mismatches);
}

std::pair<int, int> forward_match(const char* seq, const typename ScanTemplate<max_size>::State& deets, State& state) const {
return find_match<false>(seq, deets.position, deets.forward_mismatches, forward_lib, state.forward_details, state.buffer);
}

std::pair<int, int> reverse_match(const char* seq, const typename ScanTemplate<max_size>::State& deets, State& state) const {
return find_match<true>(seq, deets.position, deets.reverse_mismatches, reverse_lib, state.reverse_details, state.buffer);
}

private:
void process_first(State& state, const std::pair<const char*, const char*>& x) const {
auto deets = constant_matcher.initialize(x.first, x.second - x.first);

while (!deets.finished) {
constant_matcher.next(deets);

if (forward && deets.forward_mismatches <= max_mm) {
auto id = forward_match(x.first, deets, state).first;
if (id >= 0) {
++state.counts[id];
return;
}
}

if (reverse && deets.reverse_mismatches <= max_mm) {
auto id = reverse_match(x.first, deets, state).first;
if (id >= 0) {
++state.counts[id];
return;
}
}
}
}

void process_best(State& state, const std::pair<const char*, const char*>& x) const {
auto deets = constant_matcher.initialize(x.first, x.second - x.first);
bool found = false;
int best_mismatches = max_mm + 1;
int best_id = -1;

auto update = [&](std::pair<int, int> match) -> void {
if (match.first < 0){
return;
}
if (match.second == best_mismatches) {
if (best_id != match.first) { // ambiguous.
found = false;
}
} else if (match.second < best_mismatches) {
// A further optimization at this point would be to narrow
// max_mm to the current 'best_mismatches'. But
// this probably isn't worth it.

found = true;
best_mismatches = match.second;
best_id = match.first;
}
};

while (!deets.finished) {
constant_matcher.next(deets);

if (forward && deets.forward_mismatches <= max_mm) {
update(forward_match(x.first, deets, state));
}

if (reverse && deets.reverse_mismatches <= max_mm) {
update(reverse_match(x.first, deets, state));
}
}

if (found) {
++state.counts[best_id];
}
}

public:
/**
* @cond
*/
State initialize() const {
State output;
output.counts.resize(counts.size());
return output;
}

void reduce(State& s) {
if (forward) {
forward_lib.reduce(s.forward_details);
}
if (reverse) {
reverse_lib.reduce(s.reverse_details);
}

for (size_t i = 0, end = counts.size(); i < end; ++i) {
counts[i] += s.counts[i];
}
total += s.total;
return;
}

void process(State& state, const std::pair<const char*, const char*>& x) const {
if (use_first) {
process_first(state, x);
} else {
process_best(state, x);
}
++state.total;
}

static constexpr bool use_names = false;
/**
* @endcond
*/

public:
/**
* @return Counts for each combination.
*/
const std::vector<int>& get_counts() const {
return counts;
}

/**
* @return Total number of reads processed by the handler.
*/
int get_total() const {
return total;
}
private:
bool forward;
bool reverse;
int max_mm;
bool use_first;

ScanTemplate<max_size> constant_matcher;
size_t num_variable;

SimpleBarcodeSearch forward_lib, reverse_lib;
std::vector<int> counts;
int total = 0;
};

}

#endif
1 change: 1 addition & 0 deletions include/kaori/kaori.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@
#include "handlers/CombinatorialBarcodesSingleEnd.hpp"
#include "handlers/DualBarcodesPairedEnd.hpp"
#include "handlers/DualBarcodesPairedEndWithDiagnostics.hpp"
#include "handlers/DualBarcodesSingleEnd.hpp"
#include "handlers/RandomBarcodeSingleEnd.hpp"
#include "handlers/SingleBarcodePairedEnd.hpp"
#include "handlers/SingleBarcodeSingleEnd.hpp"
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1 change: 1 addition & 0 deletions tests/CMakeLists.txt
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Expand Up @@ -28,6 +28,7 @@ add_executable(
src/handlers/CombinatorialBarcodesPairedEnd.cpp
src/handlers/DualBarcodesPairedEnd.cpp
src/handlers/DualBarcodesPairedEndWithDiagnostics.cpp
src/handlers/DualBarcodesSingleEnd.cpp
src/handlers/RandomBarcodeSingleEnd.cpp
)

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