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ReadParser.hpp
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//
// Created by Ivan Radkevich on 6/13/22.
// Rewrote by Bo Li on 6/18/22.
// This is a simplified reimplementation of Rob Patro's FQFeeder: https://github.com/rob-p/FQFeeder [BSD-3 license]
//
#ifndef READPARSER_HPP
#define READPARSER_HPP
#include <atomic>
#include <vector>
#include <cstdio>
#include <cassert>
#include <memory>
#include "gzip_utils.hpp"
#include "external/concurrentqueue.h"
#include "external/thread_utils.hpp"
struct ReadTuple {
std::vector<Read> mates;
ReadTuple(int n_mates) : mates(n_mates) {}
Read& operator[](int i) { return mates[i]; }
};
struct ReadChunk {
size_t nreads; // how many reads we currently have?
std::vector<ReadTuple> reads;
ReadChunk(size_t size, int n_mates) : reads(size, ReadTuple(n_mates)) {}
ReadTuple& operator[](size_t i) { return reads[i]; }
std::vector<ReadTuple>::iterator begin() { return reads.begin(); }
std::vector<ReadTuple>::iterator end() { return reads.begin() + nreads; }
};
struct ReadGroup {
std::unique_ptr<ReadChunk> chunk_{nullptr};
moodycamel::ProducerToken ptSpace;
moodycamel::ConsumerToken ctRead;
ReadGroup(moodycamel::ProducerToken&& pt, moodycamel::ConsumerToken&& ct) : ptSpace(std::move(pt)), ctRead(std::move(ct)) {}
bool empty() const { return chunk_.get() == nullptr; }
ReadTuple& operator[](size_t i) { return (*chunk_)[i]; };
std::vector<ReadTuple>::iterator begin() { return chunk_->begin(); }
std::vector<ReadTuple>::iterator end() { return chunk_->end(); }
};
class ReadParser {
public:
ReadParser(std::vector<std::vector<std::string>>& input_files, int numConsumers, int numParsers = 1, size_t chunkSize = 100000) : chunkSize_(chunkSize), input_files_(input_files) {
int n_files = input_files.size();
n_mates_ = input_files[0].size();
if (numParsers > n_files) {
printf("Detected more parsers than number of files; setting numParsers to %d.\n", n_files);
numParsers = n_files;
}
// Initialize queues
fileQueue_ = moodycamel::ConcurrentQueue<int>(numParsers); // Only need one producer
moodycamel::ProducerToken ptFile(fileQueue_);
for (int i = 0; i < n_files; ++i) assert(fileQueue_.enqueue(ptFile, i));
spaceQueue_ = moodycamel::ConcurrentQueue<std::unique_ptr<ReadChunk>>(4 * numConsumers, 1 + numConsumers, 0); // blocks of empty space (ReadChunk) to fill in, the extra one is for this thread
readQueue_ = moodycamel::ConcurrentQueue<std::unique_ptr<ReadChunk>>(4 * numConsumers, numParsers, 0); // blocks of filled in reads
// Each parser should have a consumer token for spaceQueue_ to get empty spaces and one producer token for the readQueue_ to load reads
for (int i = 0; i < numParsers; ++i) {
ctSpaceQueue_.emplace_back(new moodycamel::ConsumerToken(spaceQueue_));
ptReadQueue_.emplace_back(new moodycamel::ProducerToken(readQueue_));
}
// create empty chunks and push to spaceQueue_
moodycamel::ProducerToken ptoken(spaceQueue_);
for (int i = 0; i < 4 * numConsumers; ++i) {
auto chunk = std::unique_ptr<ReadChunk>(new ReadChunk(chunkSize_, n_mates_));
assert(spaceQueue_.enqueue(ptoken, std::move(chunk)));
}
//start parsing
numParsing_ = 0;
for (int i = 0; i < numParsers; ++i) {
++numParsing_;
parsingThreads_.emplace_back([this, i]() {
this->parse_read_tuples(this->ctSpaceQueue_[i].get(), this->ptReadQueue_[i].get());
});
}
}
~ReadParser() {
for (auto& thread: parsingThreads_) thread.join();
}
ReadGroup getReadGroup() {
return ReadGroup(moodycamel::ProducerToken(spaceQueue_), moodycamel::ConsumerToken(readQueue_));
}
bool refill(ReadGroup& rg) {
if (!rg.empty()) {
assert(spaceQueue_.enqueue(rg.ptSpace, std::move(rg.chunk_)));
assert(rg.empty());
}
size_t curMaxDelay = MIN_BACKOFF_ITERS;
while (numParsing_ > 0) {
if (readQueue_.try_dequeue(rg.ctRead, rg.chunk_)) return true;
backoffOrYield(curMaxDelay);
}
return readQueue_.try_dequeue(rg.ctRead, rg.chunk_);
}
private:
size_t chunkSize_;
int n_mates_;
std::vector<std::vector<std::string>> input_files_;
std::atomic<int> numParsing_;
moodycamel::ConcurrentQueue<int> fileQueue_; // hold file positions in input_files_
moodycamel::ConcurrentQueue<std::unique_ptr<ReadChunk>> spaceQueue_, readQueue_;
std::vector<std::unique_ptr<moodycamel::ProducerToken>> ptReadQueue_;
std::vector<std::unique_ptr<moodycamel::ConsumerToken>> ctSpaceQueue_;
std::vector<std::thread> parsingThreads_;
int load_one_tuple(std::vector<iGZipFile>& input_streams, ReadTuple *rt) {
int cnt = 0;
for (int i = 0; i < n_mates_; ++i)
cnt += input_streams[i].next((*rt)[i]);
return cnt;
}
bool check_error(int file_cnt, int n_load, std::vector<iGZipFile>& input_streams) {
int n_err = 0;
for (int i = 0; i < n_mates_; ++i) {
n_err += input_streams[i].check_error(file_cnt);
}
if (n_err > 0) return true;
if (n_load > 0 && n_load != n_mates_) {
printf("Detected mate files with different number of reads! The following files reached end of file with %d reads while other files are not:\n", file_cnt);
for (int i = 0; i < n_mates_; ++i)
if (input_streams[i].eof()) printf(" %s\n", input_streams[i].get_input_file().c_str());
return true;
}
return false;
}
void parse_read_tuples(moodycamel::ConsumerToken* ctSpace, moodycamel::ProducerToken* ptRead) {
int fid;
size_t cur_size, curMaxDelay;
ReadTuple *rt;
std::unique_ptr<ReadChunk> buffer;
std::vector<iGZipFile> input_streams;
// load reading buffer
curMaxDelay = MIN_BACKOFF_ITERS;
while (!spaceQueue_.try_dequeue(*ctSpace, buffer)) backoffOrYield(curMaxDelay);
cur_size = 0;
rt = &((*buffer)[cur_size]);
int n_load, file_cnt;
while (fileQueue_.try_dequeue(fid)) {
// prepare input gzip "streams"
input_streams.clear();
for (int i = 0; i < n_mates_; ++i) input_streams.emplace_back(input_files_[fid][i]);
// load read tuples
file_cnt = 0;
while (n_load = load_one_tuple(input_streams, rt), n_load == n_mates_) {
++cur_size; ++file_cnt;
if (cur_size == chunkSize_) {
buffer->nreads = cur_size;
curMaxDelay = MIN_BACKOFF_ITERS;
while (!readQueue_.try_enqueue(*ptRead, std::move(buffer))) backoffOrYield(curMaxDelay);
cur_size = 0;
curMaxDelay = MIN_BACKOFF_ITERS;
while (!spaceQueue_.try_dequeue(*ctSpace, buffer)) backoffOrYield(curMaxDelay);
}
rt = &((*buffer)[cur_size]);
}
if (check_error(file_cnt, n_load, input_streams)) exit(-1);
}
if (cur_size > 0) {
buffer->nreads = cur_size;
curMaxDelay = MIN_BACKOFF_ITERS;
while (!readQueue_.try_enqueue(*ptRead, std::move(buffer))) backoffOrYield(curMaxDelay);
}
--numParsing_;
}
};
#endif