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color_dec.cpp
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/*
* color_dec.cpp
*
* Created on: October 15, 2009
* Author: Ben Langmead
*/
#include <iostream>
#include <string>
#include <stdlib.h>
#include "alphabet.h"
#include "color_dec.h"
#include "color.h"
#include "qual.h"
using namespace std;
// 4-bit pop count
static int alts[] = {
-1, 1, 1, 2, 1, 2, 2, 3,
1, 2, 2, 3, 2, 3, 3, 4
};
static int firsts[] = {
-1, 0, 1, 0, 2, 0, 1, 0,
3, 0, 1, 0, 2, 0, 1, 0
};
/**
* Given a nucleotide mask, pick one matching nucleotide at random.
*/
static int randFromMask(int mask) {
assert_gt(mask, 0);
if(alts[mask] == 1) return firsts[mask];
assert_gt(mask, 0);
assert_lt(mask, 16);
int r = rand() % alts[mask];
assert_geq(r, 0);
assert_lt(r, alts[mask]);
for(int i = 0; i < 4; i++) {
if((mask & (1 << i)) != 0) {
if(r == 0) return i;
r--;
}
}
cerr << "Shouldn't get here" << endl;
throw 1;
return -1;
}
/**
* Does a 2-bit-encoded base match any bit in a mask?
*/
static inline bool matches(int i, int j) {
return ((1 << i) & j) != 0;
}
/**
* Given the dynamic programming table, trace backwards from the last
* column and populate the 's' and 'cmm' strings accordingly. Whenever
* there are multiple equally good ways of backtracking, choose one at
* random.
*/
static void backtrack(int table[4][6][1025], // filled-in table
const char *read, size_t readi, size_t readf,
const char *ref, size_t refi, size_t reff,
char *s, // final nucleotide string
char *cmm, // color mismatches
char *nmm, // nucleotide mismatches
int& cmms, // # color mismatches
int& nmms) // # nucleotide mismatches
{
const size_t len = reff-refi;
cmms = nmms = 0;
int min = INT_MAX;
int bests = 0;
// Determine best base in final column of table
for(int i = 0; i < 4; i++) {
// Install minimum and backtrack info
int m = table[i][4][len-1];
if(m < min) {
min = m;
bests = (1 << i);
} else if(m == min) {
bests |= (1 << i);
}
}
// i <- position of rightmost nucleotide
int i = (int)len-1;
// to <- rightmost nucleotide
int to = randFromMask(bests);
while(true) {
bests = table[to][5][i]; // get next best mask
s[i--] = to; // install best nucleotide
if(i < 0) break; // done
assert_gt(bests, 0);
assert_lt(bests, 16);
to = randFromMask(bests); // select
}
// Determine what reference nucleotides were matched against
for(size_t i = 0; i < len; i++) {
if(matches(s[i], ref[refi+i])) {
assert_eq(1, alts[(int)ref[refi+i]]);
// Just plain matched
nmm[i] = 'M';
} else {
// If ref is ambiguous here, does it matter which one we
// choose? I don't think so.
assert_eq(1, alts[(int)ref[refi+i]]);
// SNP here
nmm[i] = 'S';
nmms++;
}
}
for(size_t i = 0; i < len-1; i++) {
int c1 = (int)read[readi+i]; // actual
int c2 = dinuc2color[(int)s[i]][(int)s[i+1]]; // decoded
assert_leq(c1, 4); assert_geq(c1, 0);
if(c1 != c2 || c1 == 4) {
// Actual != decoded
assert_lt(c2, 4); assert_geq(c2, 0);
cmm[i] = "0123."[c2];
cmms++;
} else {
cmm[i] = 'M';
}
}
// done
}
/**
* Decode the colorspace read 'read' as aligned against the reference
* string 'ref', assuming that it's a hit.
*/
void decodeHit(
const char *read, // ASCII colors, '0', '1', '2', '3', '.'
const char *qual, // ASCII quals, Phred+33 encoded
size_t readi, // offset of first character within 'read' to consider
size_t readf, // offset of last char (exclusive) in 'read' to consider
const char *ref, // reference sequence, as masks
size_t refi, // offset of first character within 'ref' to consider
size_t reff, // offset of last char (exclusive) in 'ref' to consider
int snpPhred, // penalty incurred by a SNP
char *ns, // decoded nucleotides are appended here
char *cmm, // where the color mismatches are in the string
char *nmm, // where nucleotide mismatches are in the string
int& cmms, // number of color mismatches
int& nmms) // number of nucleotide mismatches
{
assert_lt(refi, reff);
assert_lt(readi, readf);
assert_eq(reff-refi-1, readf-readi);
//
// Dynamic programming table; good for colorspace reads up to 1024
// colors in length.
//
int table[4][6][1025];
// 0 -> A, 1 -> C, 2 -> G, 3 -> T, 4 -> min(A, C, G, T),
// 5 -> backtrack mask, 6 -> min mismatches
// The first column of the table just considers the first
// nucleotide and whether it matches the ref nucleotide.
for(int to = 0; to < 4; to++) {
if(matches(to, ref[refi])) {
// The assigned subject nucleotide matches the reference;
// no penalty
table[to][0][0] = 0;
table[to][1][0] = 0;
table[to][2][0] = 0;
table[to][3][0] = 0;
table[to][4][0] = 0;
table[to][5][0] = 15;
} else {
// The assigned subject nucleotide does not match the
// reference nucleotide, so we add a SNP penalty
table[to][0][0] = snpPhred;
table[to][1][0] = snpPhred;
table[to][2][0] = snpPhred;
table[to][3][0] = snpPhred;
table[to][4][0] = snpPhred;
table[to][5][0] = 15;
}
}
// Successive columns examine successive alignment positions
int omin = INT_MAX, t = 0;
for(size_t c = readi; c < readf; c++) {
const int readc = (int)read[c];
assert_leq(readc, 4);
assert_geq(readc, 0);
omin = INT_MAX;
// t <- index of column in dynamic programming table
t = (int)(c - readi + 1);
const int refc = ref[refi + t];
int from[] = { table[0][4][t-1], table[1][4][t-1],
table[2][4][t-1], table[3][4][t-1] };
// For each downstream nucleotide
for(int to = 0; to < 4; to++) {
// For each upstream nucleotide
int min = INT_MAX;
const int goodfrom = nuccol2nuc[to][readc];
int q = qual[c];
// Reward the preceding position
if(goodfrom < 4) from[goodfrom] -= q;
min = from[0];
table[to][5][t] = 1;
if(from[1] < min) {
min = from[1];
table[to][5][t] = 2;
} else if(from[1] == min) {
table[to][5][t] |= 2;
}
if(from[2] < min) {
min = from[2];
table[to][5][t] = 4;
} else if(from[2] == min) {
table[to][5][t] |= 4;
}
if(from[3] < min) {
min = from[3];
table[to][5][t] = 8;
} else if(from[3] == min) {
table[to][5][t] |= 8;
}
min += q;
if(!matches(to, refc)) {
min += snpPhred;
}
table[to][4][t] = min;
if(min < omin) omin = min;
if(goodfrom < 4) from[goodfrom] += q;
}
}
t++;
assert_eq(t, (int)(reff - refi));
// Install the best backward path into ns, cmm, nmm
backtrack(table,
read, readi, readi + t - 1,
ref, refi, refi + t,
ns, cmm, nmm, cmms, nmms);
}
#ifdef MAIN_COLOR_DEC
#include <sstream>
#include <getopt.h>
static const char *short_opts = "s:m:r:e:";
static struct option long_opts[] = {
{(char*)"snppen", required_argument, 0, 's'},
{(char*)"misspen", required_argument, 0, 'm'},
{(char*)"seed", required_argument, 0, 'r'},
{(char*)"maxpen", required_argument, 0, 'e'}
};
template<typename T>
T parse(const char *s) {
T tmp;
stringstream ss(s);
ss >> tmp;
return tmp;
}
int main(int argc, char **argv) {
int option_index = 0;
int next_option;
int snppen = 30;
int misspen = 20;
int maxPenalty = 70;
unsigned seed = 0;
do {
next_option = getopt_long(argc, argv, short_opts, long_opts, &option_index);
switch (next_option) {
case 's': snppen = parse<int>(optarg); break;
case 'm': misspen = parse<int>(optarg); break;
case 'r': seed = parse<unsigned>(optarg); break;
case 'e': maxPenalty = parse<int>(optarg); break;
case -1: break;
default: {
cerr << "Unknown option: " << (char)next_option << endl;
exit(1);
}
}
} while(next_option != -1);
srand(seed);
if(argc - optind < 2) {
cerr << "Not enough options" << endl;
exit(1);
}
string read, ref;
read = argv[optind];
for(size_t i = 0; i < read.length(); i++) {
read[i] = asc2col[(int)read[i]];
assert_leq(read[i], 4);
assert_geq(read[i], 0);
}
ref = argv[optind+1];
for(size_t i = 0; i < ref.length(); i++) {
int num = 0;
int alts[] = {4, 4, 4, 4};
decodeNuc(toupper(ref[i]), num, alts);
assert_leq(num, 4);
assert_gt(num, 0);
ref[i] = 0;
for(int j = 0; j < num; j++) {
ref[i] |= (1 << alts[j]);
}
}
string ns;
string quals;
quals.resize(read.length(), misspen);
string cmm, nmm;
int score = decode(read, quals, 0, read.length(),
ref, 0, ref.length(), maxPenalty,
snppen, ns, cmm, nmm);
cout << " Score: " << score << " (max: " << maxPenalty << ")" << endl;
cout << " MMs: ";
for(size_t i = 0; i < cmm.length(); i++) {
cout << cmm[i] << " ";
}
cout << endl;
cout << "Colors: ";
for(size_t i = 0; i < read.length(); i++) {
printColor((int)read[i]);
cout << " ";
}
cout << endl;
cout << " Bases: ";
for(size_t i = 0; i < ns.length(); i++) {
cout << "ACGTN"[(int)ns[i]] << " ";
}
cout << endl;
cout << " Ref: ";
for(size_t i = 0; i < ref.length(); i++) {
cout << mask2iupac[(int)ref[i]] << " ";
}
cout << endl;
cout << " MMs: ";
for(size_t i = 0; i < ref.length(); i++) {
cout << nmm[i] << " ";
}
cout << endl;
}
#endif