对na12878测试通过

This commit is contained in:
zzh 2024-11-21 11:15:52 +08:00
parent 504e11331c
commit c74e581e63
7 changed files with 275 additions and 179 deletions

6
.vscode/launch.json vendored
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@ -13,11 +13,11 @@
"program": "${workspaceRoot}/build/bin/picard_cpp",
"args": [
"MarkDuplicates",
"--INPUT", "~/data/bam/100w.sam",
"--INPUT", "/home/zzh/data/wgs_na12878.bam",
"--OUTPUT", "./out.sam",
"--METRICS_FILE", "metrics.txt",
"--num_threads", "2",
"--max_mem", "2M",
"--num_threads", "32",
"--max_mem", "2G",
"--verbosity", "DEBUG",
"--asyncio", "true",
"--READ_NAME_REGEX", ""

4
run.sh
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@ -7,8 +7,8 @@ nthread=32
#nthread=64
#nthread=128
#input=/home/zzh/data/bam/zy_normal.bam
#input=/home/zzh/data/bam/zy_tumor.bam
input=/home/zzh/data/wgs_na12878.bam
input=/home/zzh/data/bam/zy_tumor.bam
#input=/home/zzh/data/wgs_na12878.bam
#input=~/data/bam/100w.bam
#input=~/data/bam/t100w.sam
#input=~/data/bam/1k.sam

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@ -44,7 +44,7 @@ using std::string;
#define BAM_BLOCK_SIZE 32L * 1024 * 1024
#define NO_SUCH_INDEX INT64_MAX
Timer tm_arr[20]; // 用来测试性能
Timer tm_arr[30]; // 用来测试性能
/* 全局本地变量 */
vector<ReadNameParser> g_vRnParser; // 每个线程一个read name parser
samFile *g_inBamFp; // 输入的bam文件
@ -154,8 +154,8 @@ int MarkDuplicates(int argc, char *argv[]) {
htsThreadPool htsPoolWrite = {NULL, 0}; // 读写用不同的线程池
// htsPoolRead.pool = hts_tpool_init(g_gArg.num_threads);
// htsPoolWrite.pool = hts_tpool_init(g_gArg.num_threads);
htsPoolRead.pool = hts_tpool_init(64);
htsPoolWrite.pool = hts_tpool_init(64);
htsPoolRead.pool = hts_tpool_init(16);
htsPoolWrite.pool = hts_tpool_init(32);
if (!htsPoolRead.pool || !htsPoolWrite.pool) {
Error("[%d] failed to set up thread pool", __LINE__);
sam_close(g_inBamFp);

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@ -83,8 +83,8 @@ template <typename T>
using DPSet = tsl::robin_set<T, DupInfoHash, DupInfoEqual>;
template <typename T>
// using CalcSet = set<T>;
using CalcSet = tsl::robin_set<T, CalcKeyHash>;
using CalcSet = set<T>;
// using CalcSet = tsl::robin_set<T, CalcKeyHash>;
using ReadEndsSet = tsl::robin_set<ReadEnds, ReadEndsHash, ReadEndsEqual>;

View File

@ -74,17 +74,20 @@ static void markDupsForPairs(vector<const ReadEnds *> &vpRe, DPSet<DupInfo> *dup
// 这个统计可能会有误差因为当前位点可能还有没匹配上的read导致当前位点的readpaired数量为1
// 可以通过后续的补充计算来解决这个问题,有必要么?好像没必要
// gMetrics.singletonReads.insert(vpRe[0]->read1IndexInFile);
singletonIdx->insert(vpRe[0]->read1IndexInFile);
// singletonIdx->insert(vpRe[0]->read1IndexInFile);
}
return;
}
for (auto pe : vpRe) {
// gMetrics.singletonReads.erase(pe->read1IndexInFile);
if (pe->read1IndexInFile == 1208593132 || pe->read2IndexInFile == 1208593132) {
cout << 1208593132 << "\t" << (notDupIdx == nullptr) << endl;
}
}
if (notSingletonIdx != nullptr) {
for (auto pe : vpRe) {
notSingletonIdx->insert(pe->read1IndexInFile);
// notSingletonIdx->insert(pe->read1IndexInFile);
}
}
@ -324,7 +327,7 @@ static void generateReadEnds(ParallelDataArg &pdArg, MarkDupDataArg *arg) {
pdArg.mdArg = arg;
tm_arr[8].acc_start();
kt_for(g_gArg.num_threads, threadGenerateReadEnds, &pdArg, g_gArg.num_threads);
kt_for(g_gArg.num_threads / 2, threadGenerateReadEnds, &pdArg, g_gArg.num_threads);
// tm_arr[8].acc_end();
// 合并各个线程数据
// 查找未匹配的frags
@ -948,7 +951,6 @@ static void handleLastTask(MarkDupDataArg *task, GlobalDataArg *gDataArg) {
auto &vSingletonIdx = g.singletonIdxArr.back();
vSingletonIdx.insert(vSingletonIdx.end(), lp.pairSingletonIdx.begin(), lp.pairSingletonIdx.end());
std::sort(vSingletonIdx.begin(), vSingletonIdx.end());
gSingletonNum += lp.pairSingletonIdx.size();
}
// for step 2 generate read ends
@ -957,7 +959,7 @@ static void handleLastTask(MarkDupDataArg *task, GlobalDataArg *gDataArg) {
static void mtGenerateReadEnds(void *data, long idx, int tid) {
auto &p = *(PipelineArg *)data;
auto &rnParser = g_vRnParser[idx];
int nThread = g_gArg.num_threads;
int nThread = p.genREThreadNum;
auto &bams = p.readData.bams;
int64_t bamStartIdx = p.readData.bamStartIdx;
int64_t taskSeq = p.readData.taskSeq;
@ -1002,101 +1004,116 @@ static void mtGenerateReadEnds(void *data, long idx, int tid) {
}
static void doGenRE(PipelineArg &pipeArg) {
// return;
GenREData &genREData = pipeArg.genREData[pipeArg.genREOrder % pipeArg.GENBUFNUM];
ReadData &readData = pipeArg.readData;
// 用来在genRE阶段计算一些Sort阶段应该计算的数据保持每个step用时更平衡
SortData &sortData = pipeArg.sortData[pipeArg.genREOrder % pipeArg.SORTBUFNUM];
// cout << "dogen-gen buf : " << pipeArg.genREOrder % pipeArg.GENBUFNUM << endl;
// cout << "dogen-sort buf:" << pipeArg.genREOrder % pipeArg.SORTBUFNUM << endl;
// sortData.pSmd->unpairedDic.clear();
// sortData.pSmd->unpairedPosArr.clear();
// generate read ends
kt_for(g_gArg.num_threads, mtGenerateReadEnds, &pipeArg, g_gArg.num_threads);
const int numThread = pipeArg.genREThreadNum;
// / 4;
kt_for(numThread, mtGenerateReadEnds, &pipeArg, numThread);
#if 1
// 用来在genRE阶段计算一些Sort阶段应该计算的数据保持每个step用时更平衡
// 轮询每个线程中未找到匹配的read找到匹配的
// vector<ReadEnds> &pairs = genREData.pairsArr[g_gArg.num_threads];
// pairs.clear();
// for (int i = 0; i < g_gArg.num_threads; ++i) {
// for (auto &val : genREData.unpairedDicArr[i]) {
// const string &key = val.first;
// const ReadEnds &fragEnd = val.second.unpairedRE;
// if (sortData.pSmd->unpairedDic.find(key) == sortData.pSmd->unpairedDic.end()) {
// sortData.pSmd->unpairedDic[key] = {readData.taskSeq, fragEnd};
// } else { // 找到了pairend
// auto &pairedEnds = sortData.pSmd->unpairedDic.at(key).unpairedRE;
// modifyPairedEnds(fragEnd, &pairedEnds);
// pairs.push_back(pairedEnds);
// sortData.pSmd->unpairedDic.erase(key); // 删除找到的pairend
// }
// }
// }
// sort(pairs.begin(), pairs.end());
//
// // create unpaired info
// for (auto &e : sortData.pSmd->unpairedDic) {
// auto posKey = e.second.unpairedRE.posKey;
// auto &unpairArrInfo = sortData.pSmd->unpairedPosArr[posKey];
// unpairArrInfo.unpairedNum++;
// unpairArrInfo.taskSeq = readData.taskSeq;
// unpairArrInfo.readNameSet.insert(e.first);
// }
}
// end for step 2 generate read ends
// for step-3 sort
static void doSort(PipelineArg &pipeArg) {
GenREData &genREData = pipeArg.genREData[pipeArg.sortOrder % pipeArg.GENBUFNUM];
SortData &sortData = pipeArg.sortData[pipeArg.sortOrder % pipeArg.SORTBUFNUM];
// cout << "dosort-gen buf : " << pipeArg.sortOrder % pipeArg.GENBUFNUM << endl;
// cout << "dosort-sort buf:" << pipeArg.sortOrder % pipeArg.SORTBUFNUM << endl;
auto pSmd = (SortMarkData*) sortData.pSmd;
pSmd->pairs.clear();
pSmd->frags.clear();
pSmd->unpairedDic.clear();
pSmd->unpairedPosArr.clear();
genREData.unpairedDic.clear();
genREData.unpairedPosArr.clear();
vector<ReadEnds> &pairs = genREData.pairsArr[g_gArg.num_threads];
pairs.clear();
for (int i = 0; i < g_gArg.num_threads; ++i) {
for (auto &val : genREData.unpairedDicArr[i]) {
const string &key = val.first;
const ReadEnds &fragEnd = val.second.unpairedRE;
if (pSmd->unpairedDic.find(key) == pSmd->unpairedDic.end()) {
pSmd->unpairedDic[key] = {(int64_t)pipeArg.sortOrder, fragEnd};
if (genREData.unpairedDic.find(key) == genREData.unpairedDic.end()) {
genREData.unpairedDic[key] = {readData.taskSeq, fragEnd};
} else { // 找到了pairend
auto &pairedEnds = pSmd->unpairedDic.at(key).unpairedRE;
auto &pairedEnds = genREData.unpairedDic.at(key).unpairedRE;
modifyPairedEnds(fragEnd, &pairedEnds);
pairs.push_back(pairedEnds);
pSmd->unpairedDic.erase(key); // 删除找到的pairend
genREData.unpairedDic.erase(key); // 删除找到的pairend
}
}
}
sort(pairs.begin(), pairs.end());
// create unpaired info
for (auto &e : pSmd->unpairedDic) {
for (auto &e : genREData.unpairedDic) {
auto posKey = e.second.unpairedRE.posKey;
auto &unpairArrInfo = pSmd->unpairedPosArr[posKey];
auto &unpairArrInfo = genREData.unpairedPosArr[posKey];
unpairArrInfo.unpairedNum++;
unpairArrInfo.taskSeq = readData.taskSeq;
unpairArrInfo.readNameSet.insert(e.first);
}
#endif
}
// end for step 2 generate read ends
// for step-3 sort
static void doSort(PipelineArg &pipeArg) {
// return;
GenREData &genREData = pipeArg.genREData[pipeArg.sortOrder % pipeArg.GENBUFNUM];
SortData &sortData = pipeArg.sortData[pipeArg.sortOrder % pipeArg.SORTBUFNUM];
// cout << "dosort-gen buf : " << pipeArg.sortOrder % pipeArg.GENBUFNUM << endl;
// cout << "dosort-sort buf:" << pipeArg.sortOrder % pipeArg.SORTBUFNUM << endl;
#if 1
sortData.CopyGenREData(genREData);
#else
sortData.unpairedDic.clear();
sortData.unpairedPosArr.clear();
const int numThread = pipeArg.genREThreadNum;
// / 4;
vector<ReadEnds> &pairs = genREData.pairsArr[numThread];
pairs.clear();
for (int i = 0; i < numThread; ++i) {
for (auto &val : genREData.unpairedDicArr[i]) {
const string &key = val.first;
const ReadEnds &fragEnd = val.second.unpairedRE;
if (sortData.unpairedDic.find(key) == sortData.unpairedDic.end()) {
sortData.unpairedDic[key] = {(int64_t)pipeArg.sortOrder, fragEnd};
} else { // 找到了pairend
auto &pairedEnds = sortData.unpairedDic.at(key).unpairedRE;
modifyPairedEnds(fragEnd, &pairedEnds);
pairs.push_back(pairedEnds);
sortData.unpairedDic.erase(key); // 删除找到的pairend
}
}
}
sort(pairs.begin(), pairs.end());
// create unpaired info
for (auto &e : sortData.unpairedDic) {
auto posKey = e.second.unpairedRE.posKey;
auto &unpairArrInfo = sortData.unpairedPosArr[posKey];
unpairArrInfo.unpairedNum++;
unpairArrInfo.taskSeq = pipeArg.sortOrder;
unpairArrInfo.readNameSet.insert(e.first);
}
#endif
sortData.pairs.clear();
sortData.frags.clear();
const ReadEnds *pRE;
ReadEndsHeap pairsHeap, fragsHeap;
pairsHeap.Init(&genREData.pairsArr);
while ((pRE = pairsHeap.Pop()) != nullptr) {
pSmd->pairs.push_back(*pRE);
sortData.pairs.push_back(*pRE);
}
fragsHeap.Init(&genREData.fragsArr);
while ((pRE = fragsHeap.Pop()) != nullptr) {
pSmd->frags.push_back(*pRE);
sortData.frags.push_back(*pRE);
}
}
// for step-4 sort
static void doMarkDup(PipelineArg &pipeArg) {
// return;
MarkDupData &mdData = pipeArg.markDupData[pipeArg.markDupOrder % pipeArg.MARKBUFNUM];
SortData &sortData = pipeArg.sortData[pipeArg.markDupOrder % pipeArg.SORTBUFNUM];
mdData.taskSeq = pipeArg.markDupOrder;
@ -1106,29 +1123,15 @@ static void doMarkDup(PipelineArg &pipeArg) {
mdData.pairRepIdx.clear();
mdData.pairSingletonIdx.clear();
//cout << "doMarkDup-mark buf : " << pipeArg.markDupOrder % pipeArg.MARKBUFNUM << endl;
//cout << "doMarkDup-sort buf:" << pipeArg.markDupOrder % pipeArg.SORTBUFNUM << endl;
tm_arr[5].acc_start();
// auto tmpPt = sortData.pSmd;
// sortData.pSmd = mdData.pSmd;
// mdData.pSmd = tmpPt;
auto mdpSmd = (SortMarkData *)mdData.pSmd;
auto stpSmd = (SortMarkData *)sortData.pSmd;
mdpSmd->frags = stpSmd->frags;
mdpSmd->pairs = stpSmd->pairs;
mdpSmd->unpairedDic = stpSmd->unpairedDic;
mdpSmd->unpairedPosArr = stpSmd->unpairedPosArr;
//cout << mdData.pSmd->frags.size() << "\t" << mdData.pSmd->pairs.size() << "\t" << mdData.pSmd->unpairedDic.size()
// << "\t" << mdData.pSmd->unpairedPosArr.size() << endl;
mdData.CopySortData(sortData);
tm_arr[5].acc_end();
// 先处理 pair
processPairs(mdpSmd->pairs, &mdData.pairDupIdx, &mdData.pairOpticalDupIdx, &mdData.pairRepIdx,
processPairs(mdData.pairs, &mdData.pairDupIdx, &mdData.pairOpticalDupIdx, &mdData.pairRepIdx,
&mdData.pairSingletonIdx);
// 再处理frag
processFrags(mdpSmd->frags, &mdData.fragDupIdx);
processFrags(mdData.frags, &mdData.fragDupIdx);
}
template <typename T>
@ -1151,28 +1154,25 @@ static void refreshMarkDupData(DPSet<DupInfo> &dupIdx, MDSet<int64_t> &opticalDu
MDSet<int64_t> &notOpticalDupIdx, MDSet<int64_t> &notRepIdx,
MDSet<int64_t> &notSingletonIdx, MarkDupData &lp, MarkDupData &p) {
refreshDupIdx(dupIdx, lp.pairDupIdx, p.pairDupIdx);
refreshNotDupIdx(notDupIdx, lp.pairDupIdx, p.pairDupIdx);
refreshDupIdx(opticalDupIdx, lp.pairOpticalDupIdx, p.pairOpticalDupIdx);
refreshNotDupIdx(notOpticalDupIdx, lp.pairOpticalDupIdx, p.pairOpticalDupIdx);
refreshDupIdx(repIdx, lp.pairRepIdx, p.pairRepIdx);
refreshNotDupIdx(notRepIdx, lp.pairRepIdx, p.pairRepIdx);
refreshDupIdx(singletonIdx, lp.pairSingletonIdx, p.pairSingletonIdx);
refreshNotDupIdx(notDupIdx, lp.pairDupIdx, p.pairDupIdx);
refreshNotDupIdx(notOpticalDupIdx, lp.pairOpticalDupIdx, p.pairOpticalDupIdx);
refreshNotDupIdx(notRepIdx, lp.pairRepIdx, p.pairRepIdx);
refreshNotDupIdx(notSingletonIdx, lp.pairSingletonIdx, p.pairSingletonIdx);
}
// for step-5 sort
static void doIntersect(PipelineArg &pipeArg) {
// return;
// return;
IntersectData &g = pipeArg.intersectData;
if (pipeArg.intersectOrder == 0)
return; // 要等第二部分数据才能进行计算
MarkDupData &lp = pipeArg.markDupData[(pipeArg.intersectOrder - 1) % pipeArg.MARKBUFNUM];
MarkDupData &p = pipeArg.markDupData[pipeArg.intersectOrder % pipeArg.MARKBUFNUM];
// cout << "dointer-mark buf : " << (pipeArg.intersectOrder - 1) % pipeArg.MARKBUFNUM << "\t"
// << pipeArg.intersectOrder % pipeArg.MARKBUFNUM << endl;
// cout << "sort buf:" << pipeArg.sortOrder % pipeArg.SORTBUFNUM << endl;
vector<ReadEnds> reArr;
DPSet<DupInfo> dupIdx;
MDSet<int64_t> opticalDupIdx;
@ -1182,12 +1182,10 @@ static void doIntersect(PipelineArg &pipeArg) {
MDSet<int64_t> notDupIdx;
MDSet<int64_t> notRepIdx;
MDSet<int64_t> notSingletonIdx;
auto lppSmd = (SortMarkData *)lp.pSmd;
auto ppSmd = (SortMarkData *)p.pSmd;
// 先处理重叠的frags
// cout << "frags: " << lp.pSmd->frags.size() << "\t" << p.pSmd->frags.size() << endl;
getIntersectData(lppSmd->frags, ppSmd->frags, &reArr);
getIntersectData(lp.frags, p.frags, &reArr);
processFrags(reArr, &dupIdx, &notDupIdx);
refreshDupIdx(dupIdx, lp.fragDupIdx, p.fragDupIdx);
refreshNotDupIdx(notDupIdx, lp.fragDupIdx, p.fragDupIdx);
@ -1197,7 +1195,7 @@ static void doIntersect(PipelineArg &pipeArg) {
reArr.clear();
dupIdx.clear();
notDupIdx.clear();
getIntersectData(lppSmd->pairs, ppSmd->pairs, &reArr, true);
getIntersectData(lp.pairs, p.pairs, &reArr, true);
// cout << "pairs size: " << lp.pSmd->pairs.size() << "\t" << p.pSmd->pairs.size() << endl;
// cout << "range: " << lp.pSmd->pairs.front().posKey << "\t" << lp.pSmd->pairs.back().posKey << "\t"
// << p.pSmd->pairs.front().posKey << "\t" << p.pSmd->pairs.back().posKey << endl;
@ -1206,24 +1204,23 @@ static void doIntersect(PipelineArg &pipeArg) {
&notSingletonIdx);
refreshMarkDupData(dupIdx, opticalDupIdx, repIdx, singletonIdx, notDupIdx, notOpticalDupIdx, notRepIdx,
notSingletonIdx, lp, p);
/*
// return;
// 处理之前未匹配的部分
map<CalcKey, int64_t> recalcPos;
CalcSet<CalcKey> alreadyAdd; // 与该位点相同的pair都添加到数组里了
MDSet<int64_t> addToGlobal;
int64_t prevLastPos = 0, nextFirstPos = 0;
if (lppSmd->frags.size() > 0)
prevLastPos = lppSmd->frags.back().posKey;
if (ppSmd->frags.size() > 0)
nextFirstPos = ppSmd->frags[0].posKey;
for (auto &prevUnpair : lppSmd->unpairedDic) { // 遍历上一个任务中的每个未匹配的read
if (lp.frags.size() > 0) prevLastPos = lp.frags.back().posKey;
if (p.frags.size() > 0) nextFirstPos = p.frags[0].posKey;
//cout << "dic size: " << lp.unpairedDic.size() << "\t" << p.unpairedDic.size() << "\t" << g.unpairedDic.size()
// << endl;
for (auto &prevUnpair : lp.unpairedDic) { // 遍历上一个任务中的每个未匹配的read
auto &readName = prevUnpair.first;
auto &prevPosInfo = prevUnpair.second;
auto prevFragEnd = prevPosInfo.unpairedRE; // 未匹配的read end
if (ppSmd->unpairedDic.find(readName) != ppSmd->unpairedDic.end()) { // 在当前这个任务里找到了这个未匹配的read
auto &nextPosInfo = ppSmd->unpairedDic[readName];
if (p.unpairedDic.find(readName) != p.unpairedDic.end()) { // 在当前这个任务里找到了这个未匹配的read
auto &nextPosInfo = p.unpairedDic[readName];
auto &nextFragEnd = nextPosInfo.unpairedRE;
int64_t prevPosKey = prevFragEnd.posKey;
modifyPairedEnds(nextFragEnd, &prevFragEnd); // 在某些clip情况下poskey可能是后面的read
@ -1231,11 +1228,11 @@ static void doIntersect(PipelineArg &pipeArg) {
CalcKey ck = {prevPosKey, nextPosKey};
UnpairedPosInfo *prevUnpairInfoP = nullptr;
UnpairedPosInfo *nextUnpairInfoP = nullptr;
if (lppSmd->unpairedPosArr.find(prevPosKey) != lppSmd->unpairedPosArr.end())
prevUnpairInfoP = &lppSmd->unpairedPosArr[prevPosKey];
if (ppSmd->unpairedPosArr.find(prevPosKey) != ppSmd->unpairedPosArr.end())
nextUnpairInfoP = &ppSmd->unpairedPosArr[prevPosKey];
if (lp.unpairedPosArr.find(prevPosKey) != lp.unpairedPosArr.end())
prevUnpairInfoP = &lp.unpairedPosArr[prevPosKey];
if (p.unpairedPosArr.find(prevPosKey) != p.unpairedPosArr.end())
nextUnpairInfoP = &p.unpairedPosArr[prevPosKey];
// pos分为两种情况根据poskey(pair中两个read分别的pos)的位置确定
// 1.
// prevpos在交叉部分之前nextpos在交叉部分之后这种情况不需要获取pairarr中的数据;
@ -1252,30 +1249,29 @@ static void doIntersect(PipelineArg &pipeArg) {
if (alreadyAdd.find(ck) != alreadyAdd.end()) {
// 之前已经添加过了后面就不用再添加数据了因为同一个位置可能找到两个及以上的unpair数据处理之前的数据时候可能已经添加了这些数据
addDataToPos = false;
} else
alreadyAdd.insert(ck);
} else alreadyAdd.insert(ck);
if (prevPosKey < nextFirstPos) { // prevpos在交叉部分之前
auto &prevPairArr = prevUnpairInfoP->pairArr; // prevUnpairInfoP肯定不是nullptr
prevPairArr.push_back(prevFragEnd);
if (nextPosKey <= prevLastPos && addDataToPos) { // 第二种情况
getEqualRE(prevFragEnd, lppSmd->pairs, &prevPairArr);
getEqualRE(prevFragEnd, lp.pairs, &prevPairArr);
}
// 第一种情况,第二种情况下都会出现,复杂情况一
auto gPosInfo = g.unpairedPosArr.find(prevPosKey);
if (gPosInfo != g.unpairedPosArr.end()) { // 可能g和p有匹配的刚好和该位点一致
auto &gUnpairInfo = gPosInfo->second;
auto pPosInfo = ppSmd->unpairedPosArr.find(nextPosKey);
if (pPosInfo != ppSmd->unpairedPosArr.end()) {
auto pPosInfo = p.unpairedPosArr.find(nextPosKey);
if (pPosInfo != p.unpairedPosArr.end()) {
auto &pUnpairInfo = pPosInfo->second;
for (auto &rn : gUnpairInfo.readNameSet) { // 遍历每一个readname看是否有匹配的
if (pUnpairInfo.readNameSet.find(rn) != pUnpairInfo.readNameSet.end()) {
auto pe = g.unpairedDic[rn].unpairedRE;
auto fe = ppSmd->unpairedDic[rn].unpairedRE;
auto fe = p.unpairedDic[rn].unpairedRE;
modifyPairedEnds(fe, &pe);
prevPairArr.push_back(pe);
g.unpairedDic.erase(rn);
ppSmd->unpairedDic.erase(rn);
p.unpairedDic.erase(rn);
}
}
}
@ -1290,8 +1286,8 @@ static void doIntersect(PipelineArg &pipeArg) {
auto &prevPairArr = prevUnpairInfoP->pairArr;
prevPairArr.push_back(prevFragEnd);
if (addDataToPos) {
getEqualRE(prevFragEnd, ppSmd->pairs, &prevPairArr);
getEqualRE(prevFragEnd, ppSmd->pairs, &nextPairArr);
getEqualRE(prevFragEnd, p.pairs, &prevPairArr);
getEqualRE(prevFragEnd, p.pairs, &nextPairArr);
}
// 将数据放到next task里,(这个位点以后会可能还会计算到,目前方案是都计算,只是把冗余剔除)
recalcPos[ck] = nextPosInfo.taskSeq;
@ -1302,26 +1298,28 @@ static void doIntersect(PipelineArg &pipeArg) {
auto &prevPairArr = prevUnpairInfoP->pairArr; // prevUnpairInfoP肯定不是nullptr
prevPairArr.push_back(prevFragEnd);
if (addDataToPos) // 第二种情况
getEqualRE(prevFragEnd, ppSmd->pairs, &prevPairArr);
getEqualRE(prevFragEnd, p.pairs, &prevPairArr);
recalcPos[ck] = prevPosInfo.taskSeq;
std::sort(prevPairArr.begin(), prevPairArr.end());
}
} else { // 第四种情况
if (prevUnpairInfoP == nullptr) {
prevUnpairInfoP = &lppSmd->unpairedPosArr[prevPosKey];
prevUnpairInfoP = &lp.unpairedPosArr[prevPosKey];
prevUnpairInfoP->taskSeq = lp.taskSeq;
}
auto &prevPairArr = prevUnpairInfoP->pairArr;
prevPairArr.push_back(prevFragEnd);
if (addDataToPos) {
getEqualRE(prevFragEnd, lppSmd->pairs, &prevPairArr);
getEqualRE(prevFragEnd, ppSmd->pairs, &prevPairArr);
getEqualRE(prevFragEnd, lp.pairs, &prevPairArr);
getEqualRE(prevFragEnd, p.pairs, &prevPairArr);
}
recalcPos[ck] = prevPosInfo.taskSeq;
std::sort(prevPairArr.begin(), prevPairArr.end());
}
}
ppSmd->unpairedDic.erase(readName); // 在next task里删除该read
p.unpairedDic.erase(readName); // 在next task里删除该read
// p.unpairedPosArr.erase(nextPosKey);
// p.unpairedPosArr[nextPosKey].
} else if (g.unpairedDic.find(readName) != g.unpairedDic.end()) { // 在遗留数据中找到了匹配的read
auto &remainPosInfo = g.unpairedDic[readName];
auto remainFragEnd = remainPosInfo.unpairedRE;
@ -1341,6 +1339,7 @@ static void doIntersect(PipelineArg &pipeArg) {
addToGlobal.insert(prevPosKey);
}
}
// return;
map<int64_t, TaskSeqDupInfo> taskChanged;
MDSet<int64_t> posProcessed;
for (auto &e : recalcPos) {
@ -1355,7 +1354,7 @@ static void doIntersect(PipelineArg &pipeArg) {
if (taskSeq < lp.taskSeq)
pairArrP = &g.unpairedPosArr[posKey].pairArr;
else
pairArrP = &lppSmd->unpairedPosArr[posKey].pairArr;
pairArrP = &lp.unpairedPosArr[posKey].pairArr;
processPairs(*pairArrP, &t.dupIdx, &t.opticalDupIdx, &t.repIdx, &t.singletonIdx, &t.notDupIdx,
&t.notOpticalDupIdx, &t.notRepIdx, &t.notSingletonIdx);
if (taskSeq < lp.taskSeq)
@ -1363,30 +1362,36 @@ static void doIntersect(PipelineArg &pipeArg) {
}
// 最后再添加,以防开始赋值,后来这个位置要是又添加了新的数据
// 放在这里因为lp中的unpairedPosArr中的readends可能会被修改比如optical duplicate
for (auto posKey : addToGlobal) {
g.unpairedPosArr[posKey] = lppSmd->unpairedPosArr[posKey];
}
// for (auto posKey : addToGlobal) {
// g.unpairedPosArr[posKey] = lp.unpairedPosArr[posKey];
// }
// return;
// 更新结果
// for (auto &e : taskChanged) {
// auto taskSeq = e.first;
// auto &t = e.second;
// if (taskSeq < lp.taskSeq) {
// refeshTaskDupInfo(t.dupIdx, t.opticalDupIdx, t.repIdx, t.singletonIdx, t.notDupIdx, t.notOpticalDupIdx,
// t.notRepIdx, t.notSingletonIdx, g.latterDupIdxArr[taskSeq],
// g.latterOpticalDupIdxArr[taskSeq], g.latterRepIdxArr[taskSeq],
// g.latterSingletonIdxArr[taskSeq], g.latterNotDupIdxArr[taskSeq],
// g.latterNotOpticalDupIdxArr[taskSeq], g.latterNotRepIdxArr[taskSeq],
// g.latterNotSingletonIdxArr[taskSeq]);
// } else if (taskSeq == lp.taskSeq) {
// refreshMarkDupData(t.dupIdx, t.opticalDupIdx, t.repIdx, t.singletonIdx, t.notDupIdx, t.notOpticalDupIdx,
// t.notRepIdx, t.notSingletonIdx, lp, p);
// } else {
// refreshMarkDupData(t.dupIdx, t.opticalDupIdx, t.repIdx, t.singletonIdx, t.notDupIdx, t.notOpticalDupIdx,
// t.notRepIdx, t.notSingletonIdx, p, lp); // 把结果放到p中
for (auto &e : taskChanged) {
auto taskSeq = e.first;
auto &t = e.second;
if (taskSeq < lp.taskSeq) {
refeshTaskDupInfo(t.dupIdx, t.opticalDupIdx, t.repIdx, t.singletonIdx, t.notDupIdx, t.notOpticalDupIdx,
t.notRepIdx, t.notSingletonIdx, g.latterDupIdxArr[taskSeq],
g.latterOpticalDupIdxArr[taskSeq], g.latterRepIdxArr[taskSeq],
g.latterSingletonIdxArr[taskSeq], g.latterNotDupIdxArr[taskSeq],
g.latterNotOpticalDupIdxArr[taskSeq], g.latterNotRepIdxArr[taskSeq],
g.latterNotSingletonIdxArr[taskSeq]);
} else if (taskSeq == lp.taskSeq) {
refreshMarkDupData(t.dupIdx, t.opticalDupIdx, t.repIdx, t.singletonIdx, t.notDupIdx, t.notOpticalDupIdx,
t.notRepIdx, t.notSingletonIdx, lp, p);
} else {
refreshMarkDupData(t.dupIdx, t.opticalDupIdx, t.repIdx, t.singletonIdx, t.notDupIdx, t.notOpticalDupIdx,
t.notRepIdx, t.notSingletonIdx, p, lp); // 把结果放到p中
}
}
// for (auto posKey : addToGlobal) {
// g.unpairedPosArr[posKey] = lp.unpairedPosArr[posKey];
// }
// }
*/
// return;
// 将dupidx放进全局数据
g.latterDupIdxArr.push_back(DPSet<DupInfo>());
g.latterOpticalDupIdxArr.push_back(MDSet<int64_t>());
@ -1417,7 +1422,7 @@ static void doIntersect(PipelineArg &pipeArg) {
auto &vSingletonIdx = g.singletonIdxArr.back();
vSingletonIdx.insert(vSingletonIdx.end(), lp.pairSingletonIdx.begin(), lp.pairSingletonIdx.end());
std::sort(vSingletonIdx.begin(), vSingletonIdx.end());
gSingletonNum += lp.pairSingletonIdx.size();
// gSingletonNum += lp.pairSingletonIdx.size();
}
static void *pipeRead(void *data) {
@ -1426,8 +1431,10 @@ static void *pipeRead(void *data) {
inBamBuf.Init(g_inBamFp, g_inBamHeader, g_gArg.max_mem);
int64_t readNumSum = 0;
while (1) {
tm_arr[10].acc_start();
POSSESS(pipeArg.readSig);
WAIT_FOR(pipeArg.readSig, NOT_TO_BE, 1); // 只有一个坑因为在bambuf内部支持异步读取
tm_arr[10].acc_end();
size_t readNum = 0;
tm_arr[0].acc_start();
if (inBamBuf.ReadStat() >= 0) readNum = inBamBuf.ReadBam(); // 读入新一轮的数据
@ -1456,17 +1463,23 @@ static void *pipeGenRE(void *data) {
PipelineArg &pipeArg = *(PipelineArg *)data;
auto &genREData = pipeArg.genREData;
// init generate read ends data by num_thread
int genREThread = pipeArg.genREThreadNum;
// / 4;
for (int i = 0; i < pipeArg.GENBUFNUM; ++i) {
genREData[i].Init(g_gArg.num_threads);
genREData[i].Init(genREThread);
}
while(1) {
tm_arr[11].acc_start();
POSSESS(pipeArg.readSig);
WAIT_FOR(pipeArg.readSig, NOT_TO_BE, 0); // 等待有数据
POSSESS(pipeArg.genRESig);
tm_arr[11].acc_end();
// cout << "gre: " << PEEK_LOCK(pipeArg.genRESig) << endl;
tm_arr[21].acc_start();
WAIT_FOR(pipeArg.genRESig, NOT_TO_BE, pipeArg.GENBUFNUM); // 有BUFNUM个坑
RELEASE(pipeArg.genRESig); // 因为有不止一个位置,所以要释放
tm_arr[21].acc_end();
if (pipeArg.readFinish) {
POSSESS(pipeArg.genRESig);
@ -1492,13 +1505,17 @@ static void *pipeSort(void *data) {
PipelineArg &pipeArg = *(PipelineArg *)data;
while (1) {
tm_arr[12].acc_start();
POSSESS(pipeArg.genRESig);
WAIT_FOR(pipeArg.genRESig, NOT_TO_BE, 0); // 等待有数据
RELEASE(pipeArg.genRESig);
tm_arr[12].acc_end();
tm_arr[22].acc_start();
POSSESS(pipeArg.sortSig);
WAIT_FOR(pipeArg.sortSig, NOT_TO_BE, pipeArg.SORTBUFNUM); // 有BUFNUM个位置
RELEASE(pipeArg.sortSig);
tm_arr[22].acc_end();
if (pipeArg.genREFinish) {
// 处理完剩余数据
@ -1532,13 +1549,17 @@ static void *pipeMarkDup(void *data) {
PipelineArg &pipeArg = *(PipelineArg *)data;
while (1) {
tm_arr[13].acc_start();
POSSESS(pipeArg.sortSig);
WAIT_FOR(pipeArg.sortSig, NOT_TO_BE, 0); // 等待有数据
RELEASE(pipeArg.sortSig);
tm_arr[13].acc_end();
tm_arr[23].acc_start();
POSSESS(pipeArg.markDupSig);
WAIT_FOR(pipeArg.markDupSig, NOT_TO_BE, pipeArg.MARKBUFNUM);
RELEASE(pipeArg.markDupSig);
tm_arr[23].acc_end();
if (pipeArg.sortFinish) {
// 应该还得处理剩余的数据
@ -1554,7 +1575,7 @@ static void *pipeMarkDup(void *data) {
break;
}
/* 冗余检测 readends */
// cout << "markdup order: " << pipeArg.markDupOrder << endl;
cout << "markdup order: " << pipeArg.markDupOrder << endl;
tm_arr[3].acc_start();
doMarkDup(pipeArg);
tm_arr[3].acc_end();
@ -1569,11 +1590,13 @@ static void *pipeMarkDup(void *data) {
}
static void *pipeIntersect(void *data) {
PipelineArg &pipeArg = *(PipelineArg *)data;
pipeArg.intersectOrder = 1;
while (1) {
tm_arr[14].acc_start();
POSSESS(pipeArg.markDupSig);
WAIT_FOR(pipeArg.markDupSig, NOT_TO_BE, 0); // 等待有数据
WAIT_FOR(pipeArg.markDupSig, TO_BE_MORE_THAN, 1); // 等待有数据
RELEASE(pipeArg.markDupSig);
tm_arr[14].acc_end();
if (pipeArg.markDupFinish) {
while (pipeArg.intersectOrder < pipeArg.markDupOrder) {
@ -1587,11 +1610,13 @@ static void *pipeIntersect(void *data) {
/* 交叉数据处理 readends */
// cout << "intersect order: " << pipeArg.intersectOrder << endl;
tm_arr[4].acc_start();
// cout << "intersect markdup size: " << PEEK_LOCK(pipeArg.markDupSig) << endl;
doIntersect(pipeArg);
tm_arr[4].acc_end();
POSSESS(pipeArg.markDupSig);
TWIST(pipeArg.markDupSig, BY, -1);
pipeArg.intersectOrder += 1;
}
return 0;
@ -1600,9 +1625,8 @@ static void *pipeIntersect(void *data) {
/* 当所有任务结束后global data里还有未处理的数据 */
static void mergeAllTask(PipelineArg &pipeArg) {
// cout << "last task start" << endl;
MarkDupData &mdData = pipeArg.markDupData[(pipeArg.markDupOrder - 1) % pipeArg.MARKBUFNUM];
MarkDupData &lp = pipeArg.markDupData[(pipeArg.markDupOrder - 1) % pipeArg.MARKBUFNUM];
IntersectData &g = pipeArg.intersectData;
auto &lp = *(SortMarkData *)mdData.pSmd;
// 遗留的未匹配的pair
for (auto &prevUnpair : lp.unpairedDic) { // 遍历上一个任务中的每个未匹配的read
@ -1673,30 +1697,33 @@ static void mergeAllTask(PipelineArg &pipeArg) {
g.dupIdxArr.push_back(vector<DupInfo>());
auto &vIdx = g.dupIdxArr.back();
mdData.pairDupIdx.insert(mdData.fragDupIdx.begin(), mdData.fragDupIdx.end());
vIdx.insert(vIdx.end(), mdData.pairDupIdx.begin(), mdData.pairDupIdx.end());
lp.pairDupIdx.insert(lp.fragDupIdx.begin(), lp.fragDupIdx.end());
vIdx.insert(vIdx.end(), lp.pairDupIdx.begin(), lp.pairDupIdx.end());
std::sort(vIdx.begin(), vIdx.end());
g.opticalDupIdxArr.push_back(vector<int64_t>());
auto &vOpticalIdx = g.opticalDupIdxArr.back();
vOpticalIdx.insert(vOpticalIdx.end(), mdData.pairOpticalDupIdx.begin(), mdData.pairOpticalDupIdx.end());
vOpticalIdx.insert(vOpticalIdx.end(), lp.pairOpticalDupIdx.begin(), lp.pairOpticalDupIdx.end());
std::sort(vOpticalIdx.begin(), vOpticalIdx.end());
g.repIdxArr.push_back(vector<DupInfo>());
auto &vRepIdx = g.repIdxArr.back();
vRepIdx.insert(vRepIdx.end(), mdData.pairRepIdx.begin(), mdData.pairRepIdx.end());
vRepIdx.insert(vRepIdx.end(), lp.pairRepIdx.begin(), lp.pairRepIdx.end());
std::sort(vRepIdx.begin(), vRepIdx.end());
g.singletonIdxArr.push_back(vector<int64_t>());
auto &vSingletonIdx = g.singletonIdxArr.back();
vSingletonIdx.insert(vSingletonIdx.end(), mdData.pairSingletonIdx.begin(), mdData.pairSingletonIdx.end());
vSingletonIdx.insert(vSingletonIdx.end(), lp.pairSingletonIdx.begin(), lp.pairSingletonIdx.end());
std::sort(vSingletonIdx.begin(), vSingletonIdx.end());
gSingletonNum += mdData.pairSingletonIdx.size();
// gSingletonNum += lp.pairSingletonIdx.size();
}
static void startPipeline() {
Timer::log_time("pipeline start");
PipelineArg pipeArg;
pipeArg.genREThreadNum = g_gArg.num_threads;
// / 2;
// g_gArg.num_threads / 2;
pthread_t tidArr[5];
pthread_create(&tidArr[0], 0, pipeRead, &pipeArg);
@ -1716,21 +1743,48 @@ static void startPipeline() {
for (auto &arr : pipeArg.intersectData.opticalDupIdxArr) opticalDupNum += arr.size();
for (auto &arr : pipeArg.intersectData.singletonIdxArr) singletonNum += arr.size();
map<int64_t, int> dup;
#if 0
int taskSeq = 0;
for (auto &arr : pipeArg.intersectData.dupIdxArr) {
for (auto idx : arr) {
if (dup.find(idx.idx) != dup.end()) {
//if (taskSeq - 1 > dup[idx])
cout << "dup index: " << dup[idx] << '\t' << taskSeq << '\t' << idx << endl;
}
dup[idx.idx] = taskSeq;
}
// cout << taskSeq << "\t" << arr.size() << endl;
taskSeq++;
}
#endif
cout << "Final read order: " << pipeArg.readOrder << endl;
cout << "Final gen order: " << pipeArg.genREOrder << endl;
cout << "Final sort order: " << pipeArg.sortOrder << endl;
cout << "Final mark order: " << pipeArg.markDupOrder << endl;
cout << "Final inter order: " << pipeArg.intersectOrder << endl;
cout << "w read time : " << tm_arr[10].acc_seconds_elapsed() << endl;
cout << "w gen time : " << tm_arr[11].acc_seconds_elapsed() << endl;
cout << "w sort time : " << tm_arr[12].acc_seconds_elapsed() << endl;
cout << "w markdup time : " << tm_arr[13].acc_seconds_elapsed() << endl;
cout << "w intersect time: " << tm_arr[14].acc_seconds_elapsed() << endl;
cout << "w1 gen time : " << tm_arr[21].acc_seconds_elapsed() << endl;
cout << "w1 sort time : " << tm_arr[22].acc_seconds_elapsed() << endl;
cout << "w1 markdup time : " << tm_arr[23].acc_seconds_elapsed() << endl;
cout << "read time : " << tm_arr[0].acc_seconds_elapsed() << endl;
cout << "gen time : " << tm_arr[1].acc_seconds_elapsed() << endl;
cout << "sort time : " << tm_arr[2].acc_seconds_elapsed() << endl;
cout << "markdup time : " << tm_arr[3].acc_seconds_elapsed() << endl;
cout << "intersect time: " << tm_arr[4].acc_seconds_elapsed() << endl;
cout << "copy time: " << tm_arr[5].acc_seconds_elapsed() << endl;
cout << "merge al6 time: " << tm_arr[6].acc_seconds_elapsed() << endl;
cout << "dup num : " << dupNum << endl;
cout << "dup num : " << dupNum << "\t" << dup.size() << endl;
cout << "optical dup num : " << opticalDupNum / 2 << "\t" << opticalDupNum << endl;
cout << "singleton num : " << singletonNum << endl;
@ -1779,20 +1833,20 @@ void pipelineMarkDups() {
tm_arr[0].acc_start();
Timer t1;
generateReadEnds(pdArg, curArgP);
// generateReadEnds(pdArg, curArgP);
// cout << "calc read end time: " << t1.seconds_elapsed() << " s" << endl;
tm_arr[0].acc_end();
tm_arr[1].acc_start();
t1.reinit();
markdups(curArgP);
// markdups(curArgP);
// cout << "markdups time: " << t1.seconds_elapsed() << " s" << endl;
tm_arr[1].acc_end();
if (!isFirstRound) {
tm_arr[2].acc_start();
t1.reinit();
handleIntersectData(lastArgP, curArgP, &gData);
// handleIntersectData(lastArgP, curArgP, &gData);
// cout << "intersect time: " << t1.seconds_elapsed() << " s" << endl;
// addTaskIdxToSet(lastArgP, &gData);
tm_arr[2].acc_end();
@ -1815,7 +1869,7 @@ void pipelineMarkDups() {
}
tm_arr[3].acc_start();
// 处理剩下的全局数据
handleLastTask(lastArgP, &gData);
// handleLastTask(lastArgP, &gData);
// cout << "here 2" << endl;
tm_arr[3].acc_end();

View File

@ -10,7 +10,6 @@ struct ReadData {
int64_t taskSeq = 0; // 任务序号
};
class SortData;
struct GenREData {
vector<vector<ReadEnds>> pairsArr; // 成对的reads
vector<vector<ReadEnds>> fragsArr; // 暂未找到配对的reads
@ -22,17 +21,23 @@ struct GenREData {
unpairedDicArr.push_back(UnpairedNameMap());
}
}
UnpairedNameMap unpairedDic; // 代替sort step中一部分计算
UnpairedPositionMap unpairedPosArr; //
};
struct SortMarkData {
struct SortData {
vector<ReadEnds> pairs; // 成对的reads
vector<ReadEnds> frags; // 暂未找到配对的reads
UnpairedNameMap unpairedDic; // 用来寻找pair end
UnpairedPositionMap unpairedPosArr; // 存放未匹配的ReadEnd对应位点的所有ReadEnd为了避免重复存储
};
struct SortData {
volatile void *pSmd;
void CopyGenREData(GenREData &genREData) {
// unpairedDic.clear();
// unpairedPosArr.clear();
// for (auto &val : genREData.unpairedDic) unpairedDic.insert(val);
// for (auto &val : genREData.unpairedPosArr) unpairedPosArr.insert(val);
unpairedDic = genREData.unpairedDic;
unpairedPosArr = genREData.unpairedPosArr;
}
};
struct MarkDupData {
@ -42,7 +47,27 @@ struct MarkDupData {
DPSet<DupInfo> fragDupIdx; // frag的冗余read的索引
DPSet<DupInfo> pairRepIdx; // pair的dupset代表read的索引
MDSet<int64_t> pairSingletonIdx; // 某位置只有一对read的所有read pair个数
volatile void *pSmd;
// 从sort step拷贝过来的数据
vector<ReadEnds> pairs; // 成对的reads
vector<ReadEnds> frags; // 暂未找到配对的reads
UnpairedNameMap unpairedDic; // 用来寻找pair end
UnpairedPositionMap unpairedPosArr; // 存放未匹配的ReadEnd对应位点的所有ReadEnd为了避免重复存储
void CopySortData(SortData &sortData) {
// pairs.clear();
// frags.clear();
// unpairedDic.clear();
// unpairedPosArr.clear();
// for (auto &val : sortData.pairs) pairs.push_back(val);
// for (auto &val : sortData.frags) frags.push_back(val);
// for (auto &val : sortData.unpairedDic) unpairedDic.insert(val);
// for (auto &val : sortData.unpairedPosArr) unpairedPosArr.insert(val);
pairs = sortData.pairs;
frags = sortData.frags;
unpairedDic = sortData.unpairedDic;
unpairedPosArr = sortData.unpairedPosArr;
}
};
struct IntersectData {
@ -64,6 +89,27 @@ struct IntersectData {
vector<MDSet<int64_t>> latterNotOpticalDupIdxArr;
vector<MDSet<int64_t>> latterNotRepIdxArr;
vector<MDSet<int64_t>> latterNotSingletonIdxArr;
MarkDupData lp;
MarkDupData p;
void copyOneMarkdupData(MarkDupData &src, MarkDupData &dst) {
dst.taskSeq = src.taskSeq;
dst.pairDupIdx = src.pairDupIdx;
dst.pairOpticalDupIdx = src.pairOpticalDupIdx;
dst.fragDupIdx = src.fragDupIdx;
dst.pairRepIdx = src.pairRepIdx;
dst.pairSingletonIdx = src.pairSingletonIdx;
// 从sort step拷贝过来的数据
dst.pairs = src.pairs;
dst.frags = src.frags;
dst.unpairedDic = src.unpairedDic;
dst.unpairedPosArr = src.unpairedPosArr;
}
void CopyMarkDupData(MarkDupData &_lp, MarkDupData &_p) {
copyOneMarkdupData(_lp, lp);
copyOneMarkdupData(_p, p);
}
};
// 记录流水线状态task的序号以及某阶段是否结束
@ -76,6 +122,7 @@ struct PipelineArg {
uint64_t sortOrder = 0;
uint64_t markDupOrder = 0;
uint64_t intersectOrder = 0;
int genREThreadNum = 0;
volatile int readFinish = 0;
volatile int genREFinish = 0;
@ -92,13 +139,8 @@ struct PipelineArg {
genRESig = NEW_LOCK(0); // 最大值2, 双buffer
sortSig = NEW_LOCK(0);
markDupSig = NEW_LOCK(0);
for (int i = 0; i < SORTBUFNUM; ++i) sortData[i].pSmd = &smData[i];
for (int i = 0; i < MARKBUFNUM; ++i) markDupData[i].pSmd = &smData[i + SORTBUFNUM];
}
// sort mark shared data
SortMarkData smData[SORTBUFNUM + MARKBUFNUM];
// for step-1 read
ReadData readData;
// for step-2 generate readends

View File

@ -11,7 +11,7 @@
#include <set>
using std::set;
extern Timer tm_arr[20]; // 用来测试性能
extern Timer tm_arr[30]; // 用来测试性能
/* 全局本地变量 */
extern vector<ReadNameParser> g_vRnParser; // 每个线程一个read name parser
extern samFile *g_inBamFp; // 输入的bam文件