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#ifndef BM_DNA_FINGER_H__INCLUDED__
#define BM_DNA_FINGER_H__INCLUDED__
/**
DNA finterprint scanner utility class.
*/
/**
Utility for keeping all DNA finger print vectors
*/
template <typename BV>
class DNA_FingerprintScanner
{
public:
enum { eA = 0, eC, eG, eT, eN, eEnd };
typedef BV bvector_type;
typedef typename bvector_type::size_type size_type;
typedef bm::aggregator<bvector_type> aggregator_type;
public:
DNA_FingerprintScanner() {}
/// Build fingerprint bit-vectors using bulk insert iterator and parallel
/// processing
///
void BuildParallel(const std::vector<char>& sequence, unsigned threads)
{
struct Func
{
DNA_FingerprintScanner* target_idx;
const std::vector<char>* src_sequence;
Func(DNA_FingerprintScanner* idx, const std::vector<char>& src)
: target_idx(idx), src_sequence(&src) {}
void operator() (size_t from, size_t to)
{
const std::vector<char>& sequence = *src_sequence;
bvector_type bvA, bvT, bvG, bvC, bvN;
{
bm::bvector<>::bulk_insert_iterator iA(bvA, bm::BM_SORTED);
bm::bvector<>::bulk_insert_iterator iC(bvC, bm::BM_SORTED);
bm::bvector<>::bulk_insert_iterator iG(bvG, bm::BM_SORTED);
bm::bvector<>::bulk_insert_iterator iT(bvT, bm::BM_SORTED);
bm::bvector<>::bulk_insert_iterator iN(bvN, bm::BM_SORTED);
for (size_t i = from; i < sequence.size() && (i < to); ++i)
{
unsigned pos = unsigned(i);
switch (sequence[i])
{
case 'A':
iA = pos;
break;
case 'C':
iC = pos;
break;
case 'G':
iG = pos;
break;
case 'T':
iT = pos;
break;
case 'N':
iN = pos;
break;
default:
break;
}
} // for
// Bulk insert iterator keeps an buffer, which has to be
// flushed, before all bits appear in the target vector
//
iA.flush(); iC.flush(); iT.flush(); iG.flush(); iN.flush();
}
// merge results of parallel processing back to index
target_idx->MergeVector('A', bvA);
target_idx->MergeVector('T', bvT);
target_idx->MergeVector('G', bvG);
target_idx->MergeVector('C', bvC);
target_idx->MergeVector('N', bvN);
}
};
if (threads <= 1)
{
BuildBulk(sequence);
return;
}
// Create parallel async tasks running on a range of source sequence
//
std::vector<std::future<void> > futures;
futures.reserve(8);
unsigned range = unsigned(sequence.size() / threads);
for (unsigned k = 0; k < sequence.size(); k += range)
{
futures.emplace_back(std::async(std::launch::async,
Func(this, sequence), k, k + range));
}
// wait for all tasks
for (auto& e : futures)
{
e.wait();
}
}
/// Thread sync bit-vector merge
///
void MergeVector(char letter, bm::bvector<>& bv)
{
static std::mutex mtx_A;
static std::mutex mtx_T;
static std::mutex mtx_G;
static std::mutex mtx_C;
static std::mutex mtx_N;
switch (letter)
{
case 'A':
{
std::lock_guard<std::mutex> guard(mtx_A);
m_FPrintBV[eA].merge(bv);
}
break;
case 'C':
{
std::lock_guard<std::mutex> guard(mtx_C);
m_FPrintBV[eC].merge(bv);
}
break;
case 'G':
{
std::lock_guard<std::mutex> guard(mtx_G);
m_FPrintBV[eG].merge(bv);
}
break;
case 'T':
{
std::lock_guard<std::mutex> guard(mtx_T);
m_FPrintBV[eT].merge(bv);
}
break;
case 'N':
{
std::lock_guard<std::mutex> guard(mtx_N);
m_FPrintBV[eN].merge(bv);
}
break;
default:
break;
}
}
/// Build index using bulk insert iterator
///
void BuildBulk(const std::vector<char>& sequence)
{
typedef typename bvector_type::bulk_insert_iterator bulk_inserter_type;
bulk_inserter_type iA(m_FPrintBV[eA], bm::BM_SORTED);
bulk_inserter_type iC(m_FPrintBV[eC], bm::BM_SORTED);
bulk_inserter_type iG(m_FPrintBV[eG], bm::BM_SORTED);
bulk_inserter_type iT(m_FPrintBV[eT], bm::BM_SORTED);
bulk_inserter_type iN(m_FPrintBV[eN], bm::BM_SORTED);
for (size_t i = 0; i < sequence.size(); ++i)
{
unsigned pos = unsigned(i);
switch (sequence[i])
{
case 'A':
iA = pos;
break;
case 'C':
iC = pos;
break;
case 'G':
iG = pos;
break;
case 'T':
iT = pos;
break;
case 'N':
iN = pos;
break;
default:
break;
}
} // for i
// flush inserters explicitly to avoid exceptions from destructors
iA.flush(); iC.flush(); iG.flush(); iT.flush(); iN.flush();
}
/// Return fingerprint bit-vector
const bvector_type& GetVector(char letter) const
{
switch (letter)
{
case 'A':
return m_FPrintBV[eA];
case 'C':
return m_FPrintBV[eC];
case 'G':
return m_FPrintBV[eG];
case 'T':
return m_FPrintBV[eT];
case 'N':
return m_FPrintBV[eN];
default:
break;
}
throw std::runtime_error("Error. Invalid letter!");
}
/// This method uses cache blocked aggregator with fused SHIFT+AND kernel
///
void Find(const std::string& word, std::vector<size_type>& res)
{
res.resize(0);
if (word.empty())
return;
// first we setup aggregator, add a group of vectors to be processed
m_Agg.reset();
m_Agg.set_compute_count(false);
for (size_t i = 0; i < word.size(); ++i)
{
const bm::bvector<>& bv_mask = GetVector(word[i]);
m_Agg.add(&bv_mask);
}
// now run the whole algorithm to get benefits of cache blocking
//
bm::bvector<> bv;
m_Agg.combine_shift_right_and(bv);
// translate results from bvector of word ends to result
unsigned ws = unsigned(word.size()) - 1;
TranslateResults(bv, ws, res);
};
/// This method uses cache blocked aggregator with fused SHIFT+AND kernel
///
/// @return search result count
size_type FindCount(const std::string& word)
{
if (word.empty())
return 0;
// first we setup aggregator, add a group of vectors to be processed
m_Agg.reset();
m_Agg.set_compute_count(true);
for (size_t i = 0; i < word.size(); ++i)
{
const bm::bvector<>& bv_mask = GetVector(word[i]);
m_Agg.add(&bv_mask);
}
// now run the whole algorithm to get benefits of cache blocking
//
bm::bvector<> bv;
m_Agg.combine_shift_right_and(bv);
return m_Agg.count();
};
/// Find a set of words in one pass using pipeline
/// of aggregators
///
void FindCollection(const std::vector<std::tuple<std::string,int> >& words,
std::vector<std::vector<size_type>>& hits)
{
std::vector<std::unique_ptr<aggregator_type> > agg_pipeline;
unsigned ws = 0;
for (const auto& w : words)
{
std::unique_ptr<aggregator_type> agg_ptr(new aggregator_type());
agg_ptr->set_operation(aggregator_type::BM_SHIFT_R_AND);
const std::string& word = std::get<0>(w);
for (size_t i = 0; i < word.size(); ++i)
{
const bm::bvector<>& bv_mask = GetVector(word[i]);
agg_ptr->add(&bv_mask);
}
agg_pipeline.emplace_back(agg_ptr.release());
ws = unsigned(word.size()) - 1;
}
// run the pipeline
bm::aggregator_pipeline_execute<aggregator_type,
std::vector<std::unique_ptr<aggregator_type> >::iterator>(
agg_pipeline.begin(), agg_pipeline.end()
);
// convert the results
for (size_t i = 0; i < agg_pipeline.size(); ++i)
{
const aggregator_type* agg_ptr = agg_pipeline[i].get();
auto bv = agg_ptr->get_target();
std::vector<size_type> res;
res.reserve(12000);
TranslateResults(*bv, ws, res);
hits.emplace_back(res);
}
}
protected:
/// Translate search results vector using (word size) left shift
///
void TranslateResults(const bm::bvector<>& bv,
unsigned left_shift,
std::vector<size_type>& res)
{
typename bvector_type::enumerator en = bv.first();
for (;en.valid(); ++en)
{
auto pos = *en;
res.push_back(pos - left_shift);
} // for en
}
private:
bvector_type m_FPrintBV[eEnd];
aggregator_type m_Agg;
};
#endif