File: test_ssw.cpp

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/**
 * @file parasail_query
 *
 * @author jeffrey.daily@gmail.com
 *
 * Copyright 2012 Pacific Northwest National Laboratory. All rights reserved.
 *
 * Reads fasta file of database sequences.
 * Optionally reads fasta file of query sequences.
 * Optionally filters inputs through suffix array.
 * Indexes input to learn length and end locations of each sequence.
 * Creates SA, LCP, and BWT.
 * Runs maximal pairs algorithm with the given minimum cutoff length.
 * For each sequence pair, performs alignment of user choice.
 * Output is csv of alignments between sequences.
 */
#include "config.h"

#include <errno.h>
#include <unistd.h>

#include <cctype>
#include <cfloat>
#include <climits>
#include <cstdio>
#include <cstdlib>
#include <cstring>
#include <set>
#include <stack>
#include <utility>
#include <vector>

#ifdef _OPENMP
#include <omp.h>
#endif

#include "parasail.h"
#include "parasail/io.h"

#include "sais.h"
#include "ssw.h"

#if HAVE_VARIADIC_MACROS
#define eprintf(STREAM, ...) fprintf(STREAM, __VA_ARGS__); fflush(STREAM)
#else
#define eprintf fprintf
#endif

using ::std::make_pair;
using ::std::pair;
using ::std::set;
using ::std::size_t;
using ::std::stack;
using ::std::vector;

typedef pair<int,int> Pair;

typedef set<Pair> PairSet;

typedef s_align* ssw_func(
        const s_profile* prof,
        const int8_t* ref,
        int32_t refLen,
        const uint8_t weight_gapO,
        const uint8_t weight_gapE,
        const uint8_t flag,
        const uint16_t filters,
        const int32_t filterd,
        const int32_t maskLen);

struct quad {
    int lcp;
    int lb;
    int rb;
    vector<quad> children;

    quad()
        : lcp(0), lb(0), rb(INT_MAX), children() {}
    quad(int lcp, int lb, int rb)
        : lcp(lcp), lb(lb), rb(rb), children() {}
    quad(int lcp, int lb, int rb, vector<quad> children)
        : lcp(lcp), lb(lb), rb(rb), children(children) {}

    bool empty() { return rb == INT_MAX; }
};

inline static void pair_check(
        unsigned long &count_generated,
        PairSet &pairs,
        const int &i,
        const int &j,
        const int * const restrict SA,
        const unsigned char * const restrict BWT,
        const int * const restrict SID,
        const vector<int> &DB,
        const char &sentinal);

inline static void process(
        unsigned long &count_generated,
        PairSet &pairs,
        const quad &q,
        const int * const restrict SA,
        const unsigned char * const restrict BWT,
        const int * const restrict SID,
        const vector<int> &DB,
        const char &sentinal,
        const int &cutoff);

inline static void print_array(
        const char * filename_,
        const int * const restrict array,
        const char * const restrict s1, const int s1Len,
        const char * const restrict s2, const int s2Len);

inline static void cigar_to_stats(
        s_align *a,
        const int8_t *read_seq,
        const int8_t *ref_seq,
        const parasail_matrix_t *matrix,
        int &matches, int &similarities, int &length);

static void print_help(const char *progname, int status) {
    eprintf(stderr, "\nusage: %s "
            "[-c cutoff] "
            "[-x] "
            "[-s] "
            "[-p] "
            "[-e gap_extend] "
            "[-o gap_open] "
            "[-m matrix] "
            "[-t threads] "
            "[-d] "
            "[-M match] "
            "[-X mismatch] "
            "-f file "
            "[-q query_file] "
            "[-g output_file] "
            "\n\n",
            progname);
    eprintf(stderr, "Defaults:\n"
            "     cutoff: 7, must be >= 1, exact match length cutoff\n"
            "         -x: if present, don't use suffix array filter\n"
            "         -s: if present, report alignment statistics\n"
            " gap_extend: 1, must be >= 0\n"
            "   gap_open: 10, must be >= 0\n"
            "     matrix: blosum62\n"
            "         -d: if present, assume DNA alphabet\n"
            "      match: 1, must be >= 0\n"
            "   mismatch: 0, must be >= 0\n"
            "    threads: system-specific default, must be >= 1\n"
            "       file: no default, must be in FASTA format\n"
            " query_file: no default, must be in FASTA format\n"
            "output_file: ssw.csv\n"
            );
    exit(status);
}

int main(int argc, char **argv) {
    FILE *fop = NULL;
    const char *fname = NULL;
    const char *qname = NULL;
    const char *oname = "ssw.csv";
    unsigned char *T = NULL;
    unsigned char *Q = NULL;
    int8_t *Tnum = NULL;
    int num_threads = -1;
    int *SA = NULL;
    int *LCP = NULL;
    unsigned char *BWT = NULL;
    int *SID = NULL;
    vector<int> BEG;
    vector<int> END;
    vector<int> DB;
    long n = 0;
    long t = 0;
    long q = 0;
    double start = 0;
    double finish = 0;
    int i = 0;
    int sid = 0;
    int sid_crossover = -1;
    char sentinal = 0;
    int cutoff = 7;
    bool use_filter = true;
    PairSet pairs;
    unsigned long count_possible = 0;
    unsigned long count_generated = 0;
    unsigned long work = 0;
    int c = 0;
    const char *matrixname = NULL;
    const parasail_matrix_t *matrix = NULL;
    int8_t ssw_matrix[24*24];
    int gap_open = 10;
    int gap_extend = 1;
    int match = 1;
    int mismatch = 0;
    bool use_dna = false;
    bool use_stats = false;
    int ssw_flag = 0;
    ssw_func *function = ssw_align;
    const char *progname = "parasail_aligner";

    /* Check arguments. */
    while ((c = getopt(argc, argv, "c:de:f:g:hm:M:o:pq:st:xX:")) != -1) {
        switch (c) {
            case 'c':
                cutoff = atoi(optarg);
                if (cutoff <= 0) {
                    print_help(progname, EXIT_FAILURE);
                }
                break;
            case 'd':
                use_dna = true;
                break;
            case 'e':
                gap_extend = atoi(optarg);
                if (gap_extend < 0) {
                    print_help(progname, EXIT_FAILURE);
                }
                break;
            case 'f':
                fname = optarg;
                break;
            case 'q':
                qname = optarg;
                break;
            case 'g':
                oname = optarg;
                break;
            case 'h':
                print_help(progname, EXIT_FAILURE);
                break;
            case 'm':
                matrixname = optarg;
                break;
            case 'M':
                match = atoi(optarg);
                if (match < 0) {
                    print_help(progname, EXIT_FAILURE);
                }
                break;
            case 'o':
                gap_open = atoi(optarg);
                if (gap_open < 0) {
                    print_help(progname, EXIT_FAILURE);
                }
                break;
            case 's':
                use_stats = true;
                break;
            case 't':
                num_threads = atoi(optarg);
                break;
            case 'x':
                use_filter = false;
                break;
            case 'X':
                mismatch = atoi(optarg);
                if (mismatch < 0) {
                    print_help(progname, EXIT_FAILURE);
                }
                break;
            case '?':
                if (optopt == 'c'
                        || optopt == 'e'
                        || optopt == 'f'
                        || optopt == 'g'
                        || optopt == 'm'
                        || optopt == 'M'
                        || optopt == 'o'
                        || optopt == 'q'
                        || optopt == 'X'
                        ) {
                    eprintf(stderr,
                            "Option -%c requires an argument.\n",
                            optopt);
                }
                else if (isprint(optopt)) {
                    eprintf(stderr, "Unknown option `-%c'.\n",
                            optopt);
                }
                else {
                    eprintf(stderr,
                            "Unknown option character `\\x%x'.\n",
                            optopt);
                }
                print_help(progname, EXIT_FAILURE);
                break;
            default:
                eprintf(stderr, "default case in getopt\n");
                exit(EXIT_FAILURE);
        }
    }

    /* select the substitution matrix */
    if (NULL != matrixname && use_dna) {
        eprintf(stderr, "Cannot specify matrix name for DNA alignments.\n");
        exit(EXIT_FAILURE);
    }
    if (use_dna) {
        matrix = parasail_matrix_create("ACGT", match, -mismatch);
    }
    else {
        if (NULL == matrixname) {
            matrixname = "blosum62";
        }
        matrix = parasail_matrix_lookup(matrixname);
        if (NULL == matrix) {
            eprintf(stderr, "Specified substitution matrix not found.\n");
            exit(EXIT_FAILURE);
        }
    }
    /* create the ssw matrix */
    for (i=0; i<matrix->size*matrix->size; ++i) {
        ssw_matrix[i] = matrix->matrix[i];
    }

    if (fname == NULL) {
        eprintf(stderr, "missing input file\n");
        print_help(progname, EXIT_FAILURE);
    }

    /* print the parameters for reference */
    eprintf(stdout,
            "%20s: %d\n"
            "%20s: %s\n"
            "%20s: %d\n"
            "%20s: %d\n"
            "%20s: %s\n"
            "%20s: %s\n"
            "%20s: %s\n"
            "%20s: %s\n",
            "cutoff", cutoff,
            "use filter", use_filter ? "yes" : "no",
            "gap_extend", gap_extend,
            "gap_open", gap_open,
            "matrix", matrixname,
            "file", fname,
            "query", (NULL == qname) ? "<no query>" : qname,
            "output", oname
            );

    /* Best to know early whether we can open the output file. */
    if((fop = fopen(oname, "w")) == NULL) {
        eprintf(stderr, "%s: Cannot open output file `%s': ", progname, oname);
        perror("fopen");
        exit(EXIT_FAILURE);
    }
    
    start = parasail_time();
    if (qname == NULL) {
        parasail_file_t *pf = parasail_open(fname);
        T = (unsigned char*)parasail_pack(pf, &n);
        parasail_close(pf);
    }
    else {
        parasail_file_t *pf = NULL;
        pf = parasail_open(fname);
        T = (unsigned char*)parasail_pack(pf, &t);
        parasail_close(pf);
        pf = parasail_open(qname);
        Q = (unsigned char*)parasail_pack(pf, &q);
        parasail_close(pf);
        n = t+q;
        /* realloc T and copy Q into it */
        T = (unsigned char*)realloc(T, (n+1)*sizeof(unsigned char));
        if (T == NULL) {
            eprintf(stderr, "%s: Cannot reallocate memory.\n", progname);
            perror("realloc");
            exit(EXIT_FAILURE);
        }
        (void)memcpy(T+t, Q, q);
        free(Q);
    }
    T[n] = '\0';
    finish = parasail_time();
    eprintf(stdout, "%20s: %.4f seconds\n", "read and pack time", finish-start);

    /* Convert to int8_t */
    Tnum = (int8_t*)malloc(sizeof(int8_t)*(n+1));
    for (i=0; i<n; ++i) {
        Tnum[i] = matrix->mapper[(int)T[i]];
    }

    /* Allocate memory for sequence ID array. */
    SID = (int *)malloc((size_t)n * sizeof(int));
    if(SID == NULL) {
        eprintf(stderr, "%s: Cannot allocate memory.\n", progname);
        perror("malloc");
        exit(EXIT_FAILURE);
    }

    /* determine sentinal */
    if (sentinal == 0) {
        int off = 0;
        while (!isgraph(T[n-off])) {
            ++off;
        }
        sentinal = T[n-off];
    }

    /* determine actual end of file (last char) */
    {
        int off = 0;
        while (!isgraph(T[n-off])) {
            ++off;
        }
        n = n - off + 1;
    }

    /* scan T from left to build sequence ID and end index */
    sid = 0;
    BEG.push_back(0);
    for (i=0; i<n; ++i) {
        SID[i] = sid;
        if (T[i] == sentinal) {
            END.push_back(i);
            BEG.push_back(i+1);
            DB.push_back(i<t);
            if (-1 == sid_crossover && i>=t) {
                sid_crossover = sid;
            }
            ++sid;
        }
    }
    if (0 == sid) { /* no sentinal found */
        eprintf(stderr, "no sentinal(%c) found in input\n", sentinal);
        exit(EXIT_FAILURE);
    }
    eprintf(stdout, "%20s: %d\n", "number of sequences", sid);
    /* if we don't have a query file, clear the DB flags */
    if (qname == NULL) {
        DB.clear();
        sid_crossover = -1;
    }
    else {
        eprintf(stdout, "%20s: %d\n", "number of queries", sid - sid_crossover);
        eprintf(stdout, "%20s: %d\n", "number of db seqs", sid_crossover);
    }

    /* use the enhanced SA filter */
    if (use_filter) {
        /* Allocate memory for enhanced SA. */
        SA = (int *)malloc((size_t)(n+1) * sizeof(int)); /* +1 for LCP */
        LCP = (int *)malloc((size_t)(n+1) * sizeof(int)); /* +1 for lcp tree */
        BWT = (unsigned char *)malloc((size_t)(n+1) * sizeof(unsigned char));
        if((SA == NULL) || (LCP == NULL) || (BWT == NULL))
        {
            eprintf(stderr, "%s: Cannot allocate ESA memory.\n", progname);
            perror("malloc");
            exit(EXIT_FAILURE);
        }

        /* Construct the suffix and LCP arrays.
         * The following sais routine is from Fischer, with bugs fixed. */
        start = parasail_time();
        if(sais(T, SA, LCP, (int)n) != 0) {
            eprintf(stderr, "%s: Cannot allocate memory.\n", progname);
            exit(EXIT_FAILURE);
        }
        finish = parasail_time();
        eprintf(stdout,"%20s: %.4f seconds\n", "induced SA time", finish-start);

        /* construct naive BWT: */
        start = parasail_time();
        for (i = 0; i < n; ++i) {
            BWT[i] = (SA[i] > 0) ? T[SA[i]-1] : sentinal;
        }
        finish = parasail_time();
        eprintf(stdout, "%20s: %.4f seconds\n", "naive BWT time", finish-start);

        /* "fix" the LCP array to clamp LCP's that are too long */
        start = parasail_time();
        for (i = 0; i < n; ++i) {
            int len = END[SID[SA[i]]] - SA[i]; /* don't include sentinal */
            if (LCP[i] > len) LCP[i] = len;
        }
        finish = parasail_time();
        eprintf(stdout, "%20s: %.4f seconds\n", "clamp LCP time", finish-start);

        /* The GSA we create will put all sentinals either at the beginning
         * or end of the SA. We don't want to count all of the terminals,
         * nor do we want to process them in our bottom-up traversal. */
        /* do the sentinals appear at the beginning or end of SA? */
        int bup_start = 1;
        int bup_stop = n;
        if (T[SA[0]] == sentinal) {
            /* sentinals at beginning */
            bup_start = sid+1;
            bup_stop = n;
        }
        else if (T[SA[n-1]] == sentinal) {
            /* sentinals at end */
            bup_start = 1;
            bup_stop = n-sid;
        }
        else {
            eprintf(stderr, "sentinals not found at beginning or end of SA\n");
            exit(EXIT_FAILURE);
        }

        /* DFS of enhanced SA, from Abouelhoda et al */
        start = parasail_time();
        count_generated = 0;
        LCP[n] = 0; /* doesn't really exist, but for the root */
        {
            stack<quad> the_stack;
            quad last_interval;
            the_stack.push(quad());
            for (i = bup_start; i <= bup_stop; ++i) {
                int lb = i - 1;
                while (LCP[i] < the_stack.top().lcp) {
                    the_stack.top().rb = i - 1;
                    last_interval = the_stack.top();
                    the_stack.pop();
                    process(count_generated, pairs, last_interval, SA, BWT, SID, DB, sentinal, cutoff);
                    lb = last_interval.lb;
                    if (LCP[i] <= the_stack.top().lcp) {
                        last_interval.children.clear();
                        the_stack.top().children.push_back(last_interval);
                        last_interval = quad();
                    }
                }
                if (LCP[i] > the_stack.top().lcp) {
                    if (!last_interval.empty()) {
                        last_interval.children.clear();
                        the_stack.push(quad(LCP[i],lb,INT_MAX,vector<quad>(1, last_interval)));
                        last_interval = quad();
                    }
                    else {
                        the_stack.push(quad(LCP[i],lb,INT_MAX));
                    }
                }
            }
            the_stack.top().rb = bup_stop - 1;
            process(count_generated, pairs, the_stack.top(), SA, BWT, SID, DB, sentinal, cutoff);
        }
        finish = parasail_time();
        count_possible = ((unsigned long)sid)*((unsigned long)sid-1)/2;
        eprintf(stdout, "%20s: %.4f seconds\n", "ESA time", finish-start);
        eprintf(stdout, "%20s: %lu\n", "possible pairs", count_possible);
        eprintf(stdout, "%20s: %lu\n", "generated pairs", count_generated);

        /* Deallocate memory. */
        free(SA);
        free(LCP);
        free(BWT);
    }
    else {
        /* don't use enhanced SA filter -- generate all pairs */
        start = parasail_time();
        if (qname == NULL) {
            /* no query file, so all against all comparison */
            for (int i=0; i<sid; ++i) {
                for (int j=i+1; j<sid; ++j) {
                    pairs.insert(make_pair(i,j));
                }
            }
        }
        else {
            /* query given, so only compare query against database */
            for (int i=sid_crossover; i<sid; ++i) {
                for (int j=0; j<sid_crossover; ++j) {
                    pairs.insert(make_pair(i,j));
                }
            }
        }
        finish = parasail_time();
        eprintf(stdout, "%20s: %.4f seconds\n", "enumerate time", finish-start);
    }
    eprintf(stdout, "%20s: %zu\n", "unique pairs", pairs.size());

    /* Deallocate memory. */
    free(SID);

#ifdef _OPENMP
    if (-1 == num_threads) {
        num_threads = omp_get_max_threads();
    }
    else if (num_threads >= 1) {
        omp_set_num_threads(num_threads);
    }
    else {
        eprintf(stderr, "invalid number of threads chosen (%d)\n", num_threads);
        exit(EXIT_FAILURE);
    }
    eprintf(stdout, "%20s: %d\n", "omp num threads", num_threads);
#endif

    /* OpenMP can't iterate over an STL set. Convert to STL vector. */
    start = parasail_time();
    vector<Pair> vpairs(pairs.begin(), pairs.end());
    vector<s_align*> results(vpairs.size(), NULL);
    finish = parasail_time();
    eprintf(stdout, "%20s: %.4f seconds\n", "openmp prep time", finish-start);

    /* create profiles, if necessary */
    vector<s_profile*> profiles;
    {
        start = parasail_time();
        set<int> profile_indices_set;
        for (size_t index=0; index<vpairs.size(); ++index) {
            profile_indices_set.insert(vpairs[index].first);
        }
        vector<int> profile_indices(
                profile_indices_set.begin(),
                profile_indices_set.end());
        profiles.assign(sid, NULL);
        finish = parasail_time();
        eprintf(stdout, "%20s: %.4f seconds\n", "profile init", finish-start);
        start = parasail_time();
#pragma omp parallel
        {
#pragma omp for schedule(guided)
            for (size_t index=0; index<profile_indices.size(); ++index) {
                int i = profile_indices[index];
                int i_beg = BEG[i];
                int i_end = END[i];
                int i_len = i_end-i_beg;
                profiles[i] = ssw_init(&Tnum[i_beg], i_len, ssw_matrix, matrix->size, 2);
            }
        }
        finish = parasail_time();
        eprintf(stdout, "%20s: %.4f seconds\n", "profile creation", finish-start);
    }

    /* align pairs */
    if (use_stats) {
        //ssw_flag |= 0x0f;
        ssw_flag = 2;
    }
    start = parasail_time();
        {
#pragma omp parallel
            {
#pragma omp for schedule(guided)
            for (size_t index=0; index<vpairs.size(); ++index) {
                int i = vpairs[index].first;
                int j = vpairs[index].second;
                int i_beg = BEG[i];
                int i_end = END[i];
                int i_len = i_end-i_beg;
                int j_beg = BEG[j];
                int j_end = END[j];
                int j_len = j_end-j_beg;
                s_profile *profile = profiles[i];
                if (NULL == profile) {
                    eprintf(stderr, "BAD PROFILE %d\n", i);
                    exit(EXIT_FAILURE);
                }
                unsigned long local_work = i_len * j_len;
                s_align *result = function(
                        profile, &Tnum[j_beg], j_len,
                        gap_open, gap_extend,
                        ssw_flag, 0, 0, 0);
#pragma omp atomic
                work += local_work;
                results[index] = result;
            }
        }
    }
    finish = parasail_time();
    eprintf(stdout, "%20s: %lu cells\n", "work", work);
    eprintf(stdout, "%20s: %.4f seconds\n", "alignment time", finish-start);
    eprintf(stdout, "%20s: %.4f \n", "gcups", double(work)/(finish-start)/1000000000);

    {
        start = parasail_time();
#pragma omp parallel
        {
#pragma omp for schedule(guided)
            for (size_t index=0; index<profiles.size(); ++index) {
                if (NULL != profiles[index]) {
                    init_destroy(profiles[index]);
                }
            }
            profiles.clear();
        }
        finish = parasail_time();
        eprintf(stdout, "%20s: %.4f seconds\n", "profile cleanup", finish-start);
    }

    /* Output results. */
    for (size_t index=0; index<results.size(); ++index) {
        s_align *result = results[index];
        int i = vpairs[index].first;
        int j = vpairs[index].second;
        int i_beg = BEG[i];
        int j_beg = BEG[j];

        if (NULL != qname) {
            i = i - sid_crossover;
        }

        if (use_stats) {
            int matches, similarities, length;
            cigar_to_stats(result, &Tnum[i_beg], &Tnum[j_beg], matrix, matches, similarities, length);
            eprintf(fop, "%d,%d,%d,%d,%d,%d,%d,%d\n",
                    i,
                    j,
                    result->score1,
                    result->read_end1,
                    result->ref_end1,
                    matches,
                    similarities,
                    length);
        }
        else {
            eprintf(fop, "%d,%d,%d,%d,%d\n",
                    i,
                    j,
                    result->score1,
                    result->read_end1,
                    result->ref_end1);
        }

        align_destroy(result);
    }
    fclose(fop);

    /* Done with input text. */
    free(T);
    free(Tnum);

    return 0;
}


inline static void pair_check(
        unsigned long &count_generated,
        PairSet &pairs,
        const int &i,
        const int &j,
        const int * const restrict SA,
        const unsigned char * const restrict BWT,
        const int * const restrict SID,
        const vector<int> &DB,
        const char &sentinal)
{
    const int &sidi = SID[SA[i]];
    const int &sidj = SID[SA[j]];
    if (BWT[i] != BWT[j] || BWT[i] == sentinal) {
        if (DB.empty()) {
            if (sidi != sidj) {
                ++count_generated;
                if (sidi < sidj) {
                    pairs.insert(make_pair(sidi,sidj));
                }
                else {
                    pairs.insert(make_pair(sidj,sidi));
                }
            }
        }
        else {
            if (sidi != sidj && DB[sidi] != DB[sidj]) {
                ++count_generated;
                if (sidi > sidj) {
                    pairs.insert(make_pair(sidi,sidj));
                }
                else {
                    pairs.insert(make_pair(sidj,sidi));
                }
            }
        }
    }
}

/* try to reduce number of duplicate pairs generated */
/* we observe that l-intervals (i.e. internal nodes) always have at
 * least two children, but these children could be singleton
 * l-intervals, e.g., [i..j]=[1..1], in addition to l-intervals with
 * non-singleton ranges/quads. For each l-interval, we take the cross
 * product of its child l-intervals. Naively, we could take the cross
 * product of the entire lb/rb range of the l-interval, but this
 * generates too many duplicate pairs. Instead, the complexity should be
 * bounded by the number of exact matches...
 */
inline static void process(
        unsigned long &count_generated,
        PairSet &pairs,
        const quad &q,
        const int * const restrict SA,
        const unsigned char * const restrict BWT,
        const int * const restrict SID,
        const vector<int> &DB,
        const char &sentinal,
        const int &cutoff)
{
    const int n_children = q.children.size();
    int child_index = 0;

    if (q.lcp < cutoff) return;

    if (n_children) {
        for (int i=q.lb; i<=q.rb; ++i) {
            int j = i+1;
            if (child_index < n_children) {
                if (i >= q.children[child_index].lb) {
                    j = q.children[child_index].rb+1;
                    if (i >= q.children[child_index].rb) {
                        ++child_index;
                    }
                }
            }
            for (/*nope*/; j<=q.rb; ++j) {
                pair_check(count_generated, pairs, i, j, SA, BWT, SID, DB, sentinal);
            }
        }
    }
    else {
        for (int i=q.lb; i<=q.rb; ++i) {
            for (int j=i+1; j<=q.rb; ++j) {
                pair_check(count_generated, pairs, i, j, SA, BWT, SID, DB, sentinal);
            }
        }
    }
}

inline static void print_array(
        const char * filename_,
        const int * const restrict array,
        const char * const restrict s1, const int s1Len,
        const char * const restrict s2, const int s2Len)
{
    int i;
    int j;
    FILE *f = NULL;
    const char *filename = filename_;
    f = fopen(filename, "w");
    if (NULL == f) {
        printf("fopen(\"%s\") error: %s\n", filename, strerror(errno));
        exit(-1);
    }
    fprintf(f, " ");
    for (j=0; j<s2Len; ++j) {
        fprintf(f, "%4c", s2[j]);
    }
    fprintf(f, "\n");
    for (i=0; i<s1Len; ++i) {
        fprintf(f, "%c", s1[i]);
        for (j=0; j<s2Len; ++j) {
            fprintf(f, "%4d", array[i*s2Len + j]);
        }
        fprintf(f, "\n");
    }
    fclose(f);
}

inline static void cigar_to_stats(
        s_align *a,
        const int8_t *read_seq,
        const int8_t *ref_seq,
        const parasail_matrix_t *matrix,
        int &matches, int &similarities, int &length_)
{
    matches = 0;
    similarities = 0;
    length_ = 0;
    if (a->cigar) {
        int32_t c = 0, left = 0, e = 0, qb = a->ref_begin1, pb = a->read_begin1;
        uint32_t i;
        while (e < a->cigarLen || left > 0) {
            int32_t count = 0;
            int32_t q = qb;
            int32_t p = pb;
            //fprintf(stdout, "Target: %8d    ", q + 1);
            for (c = e; c < a->cigarLen; ++c) {
                char letter = cigar_int_to_op(a->cigar[c]);
                uint32_t length = cigar_int_to_len(a->cigar[c]);
                uint32_t l = (count == 0 && left > 0) ? left: length;
                for (i = 0; i < l; ++i) {
                    if (letter == 'I') {
                        //fprintf(stdout, "-");
                    }
                    else {
                        //fprintf(stdout, "%c", *(ref_seq->seq.s + q));
                        ++ q;
                    }
                    ++ count;
                    if (count == 60) goto step2;
                }
            }
step2:
            //fprintf(stdout, "    %d\n                    ", q);
            q = qb;
            count = 0;
            for (c = e; c < a->cigarLen; ++c) {
                char letter = cigar_int_to_op(a->cigar[c]);
                uint32_t length = cigar_int_to_len(a->cigar[c]);
                uint32_t l = (count == 0 && left > 0) ? left: length;
                for (i = 0; i < l; ++i){
                    if (letter == 'M') {
                        int t1 = (int)*(ref_seq + q);
                        int t2 = (int)*(read_seq + p);
                        if (t1 == t2) {
                            //fprintf(stdout, "|");
                            matches += 1;
                            similarities += 1;
                        }
                        else if (matrix->matrix[t1*matrix->size+t2] > 0) {
                            similarities += 1;
                            //fprintf(stdout, "*");
                        }
                        else {
                            //fprintf(stdout, "*");
                        }
                        ++q;
                        ++p;
                    } else {
                        //fprintf(stdout, " ");
                        if (letter == 'I') ++p;
                        else ++q;
                    }
                    length_ += 1;
                    ++ count;
                    if (count == 60) {
                        qb = q;
                        goto step3;
                    }
                }
            }
step3:
            p = pb;
            //fprintf(stdout, "\nQuery:  %8d    ", p + 1);
            count = 0;
            for (c = e; c < a->cigarLen; ++c) {
                char letter = cigar_int_to_op(a->cigar[c]);
                uint32_t length = cigar_int_to_len(a->cigar[c]);
                uint32_t l = (count == 0 && left > 0) ? left: length;
                for (i = 0; i < l; ++i) {
                    if (letter == 'D') {
                        //fprintf(stdout, "-");
                    }
                    else {
                        //fprintf(stdout, "%c", *(read_seq + p));
                        ++p;
                    }
                    ++ count;
                    if (count == 60) {
                        pb = p;
                        left = l - i - 1;
                        e = (left == 0) ? (c + 1) : c;
                        goto end;
                    }
                }
            }
            e = c;
            left = 0;
end:
            {
                //fprintf(stdout, "    %d\n\n", p);
            }
        }
    }
    else {
        //eprintf(stderr, "failed to produce cigar\n");
        exit(EXIT_FAILURE);
    }
}