/
IndexTable.h
338 lines (284 loc) · 10.9 KB
/
IndexTable.h
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#ifndef INDEX_TABLE_H
#define INDEX_TABLE_H
//
// Written by Martin Steinegger martin.steinegger@mpibpc.mpg.de and Maria Hauser mhauser@genzentrum.lmu.de
//
// Abstract: Index table stores the list of DB sequences containing a certain k-mer, for each k-mer.
//
#include <iostream>
#include <fstream>
#include <algorithm>
#include <list>
#include <sys/mman.h>
#include <new>
#include <DBReader.h>
#ifdef OPENMP
#include <omp.h>
#endif
#include "omptl/omptl_algorithm"
#include "Sequence.h"
#include "Indexer.h"
#include "Debug.h"
#include "Util.h"
#include "SequenceLookup.h"
#include "MathUtil.h"
// IndexEntryLocal is an entry with position and seqId for a kmer
// structure needs to be packed or it will need 8 bytes instead of 6
struct __attribute__((__packed__)) IndexEntryLocal {
unsigned int seqId;
unsigned short position_j;
static bool comapreByIdAndPos(IndexEntryLocal first, IndexEntryLocal second){
if(first.seqId < second.seqId )
return true;
if(second.seqId < first.seqId )
return false;
if(first.position_j < second.position_j )
return true;
if(second.position_j < first.position_j )
return false;
return false;
}
};
class IndexTable {
public:
IndexTable (int alphabetSize, int kmerSize) {
this->alphabetSize = alphabetSize;
this->kmerSize = kmerSize;
this->size = 0;
this->sizeOfEntry = sizeof(IndexEntryLocal);
tableSize = MathUtil::ipow(alphabetSize, kmerSize);
table = new(std::nothrow) char*[tableSize + 1]; // 1 + needed for the last pointer to calculate the size
Util::checkAllocation(table, "Could not allocate table memory in IndexTable");
memset(table, 0, sizeof(char * ) * (tableSize + 1)); // set all pointers to 0
idxer = new Indexer(alphabetSize, kmerSize);
this->tableEntriesNum = 0;
entries = NULL;
sequenceLookup = NULL;
}
virtual ~IndexTable(){
deleteEntries();
delete[] table;
delete idxer;
if(sequenceLookup != NULL){
delete sequenceLookup;
}
}
void deleteEntries(){
if(entries != NULL && externalData == false){
delete [] entries;
entries = NULL;
}else{
munlock(entries, tableEntriesNum);
}
}
// count k-mers in the sequence, so enough memory for the sequence lists can be allocated in the end
size_t addKmerCount (Sequence* s, Indexer * idxer){
unsigned int kmerIdx;
s->resetCurrPos();
//idxer->reset();
size_t countKmer = 0;
while(s->hasNextKmer()){
kmerIdx = idxer->int2index(s->nextKmer(), 0, kmerSize);
//table[kmerIdx] += 1;
// size increases by one
__sync_fetch_and_add( (int *) &table[kmerIdx], 1 );
countKmer++;
}
return countKmer;
}
inline char * getTable(unsigned int kmer){
return table[kmer];
}
// get list of DB sequences containing this k-mer
template<typename T> inline T* getDBSeqList (int kmer, size_t* matchedListSize){
const ptrdiff_t diff = (table[kmer + 1] - table[kmer]) / sizeof( T );
*matchedListSize = diff;
return (T *) table[kmer];
}
// get pointer to entries array
char * getEntries(){
return entries;
}
// init the arrays for the sequence lists
void initMemory(size_t tableEntriesNum, SequenceLookup * seqLookup, size_t dbSize) {
this->tableEntriesNum = tableEntriesNum;
this->size = dbSize; // amount of sequences added
if(seqLookup != NULL){
sequenceLookup = seqLookup;
}
// allocate memory for the sequence id lists
// tablesSizes is added to put the Size of the entry infront fo the memory
entries = new(std::nothrow) char [(tableEntriesNum + 1) * this->sizeOfEntry]; // +1 for table[tableSize] pointer address
externalData = false;
Util::checkAllocation(entries, "Could not allocate entries memory in IndexTable::initMemory");
}
// allocates memory for index tables
void init(){
char * it = entries;
// set the pointers in the index table to the start of the list for a certain k-mer
for (size_t i = 0; i < tableSize; i++){
const size_t entriesCount = (size_t) table[i];
table[i] = (char *) it;
it += (entriesCount * this->sizeOfEntry);
}
table[tableSize] = it;
}
// init index table with external data (needed for index readin)
void initTableByExternalData(size_t sequenceCount, size_t tableEntriesNum,
char * entries, size_t * entriesSize, SequenceLookup * lookup) {
this->tableEntriesNum = tableEntriesNum;
this->size = sequenceCount;
// initMemory(sequenceCount, tableEntriesNum, seqDataSize);
if(lookup != NULL){
sequenceLookup = lookup;
}
this->entries = entries;
Debug(Debug::INFO) << "Cache database \n";
char* it = this->entries;
// set the pointers in the index table to the start of the list for a certain k-mer
magicByte = 0; // read each entry to keep them in memory
for (size_t i = 0; i < tableSize; i++){
size_t entrySize = entriesSize[i] * this->sizeOfEntry;
table[i] = it;
magicByte += *table[i];
it += entrySize;
}
table[tableSize] = it;
externalData = true;
Debug(Debug::INFO) << "Read IndexTable ... Done\n";
}
void revertPointer(){
for(size_t i = tableSize - 1; i > 0; i--){
table[i] = table[i-1];
}
table[0] = entries;
}
void printStatisitic(char * int2aa){
size_t minKmer = 0;
size_t entries = 0;
double avgKmer = 0;
size_t emptyKmer = 0;
const size_t top_N = 10;
std::pair<size_t, size_t> topElements[top_N];
for(size_t j =0; j < top_N; j++)
topElements[j].first = 0;
for(size_t i = 0; i < tableSize - 1; i++){
const ptrdiff_t size = (table[i + 1] - table[i]) / this->sizeOfEntry;
minKmer = std::min(minKmer, (size_t)size);
entries += size;
if(size == 0){
emptyKmer++;
}
if(((size_t)size) < topElements[top_N-1].first)
continue;
for(size_t j =0; j < top_N; j++){
if (topElements[j].first < ((size_t)size)) {
topElements[j].first = size;
topElements[j].second = i;
break;
}
}
}
avgKmer = ((double)entries) / ((double)tableSize);
Debug(Debug::WARNING) << "DB statistic\n";
Debug(Debug::WARNING) << "Entries: " << entries << "\n";
Debug(Debug::WARNING) << "DB Size: " << entries * sizeOfEntry + tableSize * sizeof(int *) << " (byte)\n";
Debug(Debug::WARNING) << "Avg Kmer Size: " << avgKmer << "\n";
Debug(Debug::WARNING) << "Top " << top_N << " Kmers\n ";
for(size_t j =0; j < top_N; j++){
Debug(Debug::WARNING) << "\t";
this->idxer->printKmer(topElements[j].second, kmerSize, int2aa);
Debug(Debug::WARNING) << "\t\t" << topElements[j].first << "\n";
}
Debug(Debug::WARNING) << "Min Kmer Size: " << minKmer << "\n";
Debug(Debug::WARNING) << "Empty list: " << emptyKmer << "\n";
Debug(Debug::WARNING) << "\n";
}
// FUNCTIONS TO OVERWRITE
// add k-mers of the sequence to the index table
void addSequence (Sequence* s, Indexer * idxer, size_t aaFrom, size_t aaSize){
// iterate over all k-mers of the sequence and add the id of s to the sequence list of the k-mer (tableDummy)
s->resetCurrPos();
idxer->reset();
while(s->hasNextKmer()){
const int * kmer = s->nextKmer();
unsigned int kmerIdx = idxer->int2index(kmer, 0, kmerSize);
if(kmerIdx >= aaFrom && kmerIdx < aaFrom + aaSize){
// if region got masked do not add kmer
if((table[kmerIdx+1] - table[kmerIdx]) == 0)
continue;
IndexEntryLocal * entry = (IndexEntryLocal *) (table[kmerIdx]);
entry->seqId = s->getId();
entry->position_j = s->getCurrentPosition();
table[kmerIdx] += sizeof(IndexEntryLocal);
}
}
}
// prints the IndexTable
void print(char * int2aa) {
for (size_t i = 0; i < tableSize; i++){
ptrdiff_t entrieSize = (table[i+1] - table[i]) / sizeof(IndexEntryLocal);
if (entrieSize > 0){
idxer->printKmer(i, kmerSize, int2aa);
Debug(Debug::INFO) << "\n";
IndexEntryLocal * entries = (IndexEntryLocal *) table[i];
for (unsigned int j = 0; j < entrieSize; j++){
Debug(Debug::INFO) << "\t(" << entries[i].seqId << ", " << entries[i].position_j << ")\n";
}
}
}
};
// get amount of sequences in Index
size_t getSize() { return size; };
// returns the size of table entries
int64_t getTableEntriesNum(){ return tableEntriesNum; };
// returns table size
size_t getTableSize(){ return tableSize; };
// returns table
char ** getTable(){ return table; };
// returns the size of the entry (int for global) (IndexEntryLocal for local)
size_t getSizeOfEntry() { return sizeOfEntry; }
SequenceLookup *getSequenceLookup(){ return sequenceLookup; }
int getKmerSize() {
return kmerSize;
}
int getAlphabetSize() {
return alphabetSize;
}
static int computeKmerSize(size_t aaSize) {
return aaSize < getUpperBoundAACountForKmerSize(6) ? 6 : 7;
}
static size_t getUpperBoundAACountForKmerSize(int kmerSize) {
switch(kmerSize){
case 6:
return 3350000000;
case 7:
return (UINT_MAX - 1); // UINT_MAX is often reserved as safe flag
}
return 0;
}
protected:
// number of entries in all sequence lists
int64_t tableEntriesNum; // must be 64bit
// alphabetSize**kmerSize
size_t tableSize;
// Index table: contains pointers to the k-mer start position in entries array
// Needed for fast access
char** __restrict table;
// Index table entries: ids of sequences containing a certain k-mer, stored sequentially in the memory
char* entries;
Indexer* idxer;
int alphabetSize;
int kmerSize;
// amount of sequences in Index
size_t size;
// entry size
size_t sizeOfEntry;
// sequence lookup
SequenceLookup *sequenceLookup;
// external data from mmap
bool externalData;
// magic byte to avoid compiler optimisation
size_t magicByte;
};
#endif