File: contrast.c

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/* The MIT License

   Copyright (c) 2018 Genome Research Ltd.

   Author: Petr Danecek <pd3@sanger.ac.uk>
   
   Permission is hereby granted, free of charge, to any person obtaining a copy
   of this software and associated documentation files (the "Software"), to deal
   in the Software without restriction, including without limitation the rights
   to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
   copies of the Software, and to permit persons to whom the Software is
   furnished to do so, subject to the following conditions:
   
   The above copyright notice and this permission notice shall be included in
   all copies or substantial portions of the Software.
   
   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
   IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
   FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
   AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
   LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
   OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
   THE SOFTWARE.

 */

#include <stdio.h>
#include <stdlib.h>
#include <getopt.h>
#include <strings.h>
#include <errno.h>
#include <unistd.h>     // for isatty
#include <inttypes.h>
#include <htslib/hts.h>
#include <htslib/vcf.h>
#include <htslib/kstring.h>
#include <htslib/kseq.h>
#include <htslib/kfunc.h>
#include <htslib/synced_bcf_reader.h>
#include "bcftools.h"
#include "filter.h"


// Logic of the filters: include or exclude sites which match the filters?
#define FLT_INCLUDE 1
#define FLT_EXCLUDE 2

#define PRINT_PASSOC  (1<<0)
#define PRINT_FASSOC  (1<<1)
#define PRINT_NASSOC  (1<<2)
#define PRINT_NOVELAL (1<<3)
#define PRINT_NOVELGT (1<<4)

typedef struct
{
    int argc, filter_logic, regions_is_file, targets_is_file, output_type, force_samples;
    uint32_t annots;
    char **argv, *output_fname, *fname, *regions, *targets, *filter_str, *annots_str;
    char *control_samples_str, *case_samples_str, *max_AC_str;
    int *control_smpl, *case_smpl, ncontrol_smpl, ncase_smpl;
    filter_t *filter;
    bcf_srs_t *sr;
    bcf_hdr_t *hdr, *hdr_out;
    htsFile *out_fh;
    int32_t *gts;
    int mgts;
    uint32_t *control_gts;
    int ncontrol_gts, mcontrol_gts, ntotal, nskipped, ntested, ncase_al, ncase_gt;
    kstring_t case_als_smpl, case_gts_smpl;
    int max_AC, nals[4];    // nals: number of control-ref, control-alt, case-ref and case-alt alleles in the region
}
args_t;

args_t args;

const char *about(void)
{
    return "Find novel alleles and genotypes in two groups of samples.\n";
}

static const char *usage_text(void)
{
    return 
        "\n"
        "About: Runs a basic association test, per-site or in a region, and checks for novel alleles and\n"
        "       genotypes in two groups of samples. Adds the following INFO annotations:\n"
        "       - PASSOC  .. Fisher's exact test probability of genotypic association (REF vs non-REF allele)\n"
        "       - FASSOC  .. proportion of non-REF allele in controls and cases\n"
        "       - NASSOC  .. number of control-ref, control-alt, case-ref and case-alt alleles\n"
        "       - NOVELAL .. lists samples with a novel allele not observed in the control group\n"
        "       - NOVELGT .. lists samples with a novel genotype not observed in the control group\n"
        "Usage: bcftools +contrast [Plugin Options]\n"
        "Plugin options:\n"
        "   -a, --annots <list>                 list of annotations to output [PASSOC,FASSOC,NOVELAL]\n"
        "   -0, --control-samples <list|file>   file or comma-separated list of control (background) samples\n"
        "   -1, --case-samples <list|file>      file or comma-separated list of samples where novel allele or genotype is expected\n"
        "   -e, --exclude EXPR                  exclude sites and samples for which the expression is true\n"
        "   -f, --max-allele-freq NUM           calculate enrichment of rare alleles. Floating point numbers between 0 and 1 are\n"
        "                                           interpreted as ALT allele frequencies, integers as ALT allele counts\n"
        "       --force-samples                 continue even if some samples listed in the -0,-1 files are missing from the VCF\n"
        "   -i, --include EXPR                  include sites and samples for which the expression is true\n"
        "   -o, --output FILE                   output file name [stdout]\n"
        "   -O, --output-type <b|u|z|v>         b: compressed BCF, u: uncompressed BCF, z: compressed VCF, v: uncompressed VCF [v]\n"
        "   -r, --regions REG                   restrict to comma-separated list of regions\n"
        "   -R, --regions-file FILE             restrict to regions listed in a file\n"
        "   -t, --targets REG                   similar to -r but streams rather than index-jumps\n"
        "   -T, --targets-file FILE             similar to -R but streams rather than index-jumps\n"
        "\n"
        "Example:\n"
        "   # Test if any of the samples a,b is different from the samples c,d,e\n"
        "   bcftools +contrast -0 c,d,e -1 a,b file.bcf\n"
        "\n"
        "   # Same as above, but read samples from a file. In case of a name collision, the sample name\n"
        "   # has precedence: the existence of a file with a list of samples is not checked unless no such\n"
        "   # sample exists in the VCF. Use a full path (e.g. \"./string\" instead of \"string\") to avoid\n"
        "   # name clashes\n"
        "   bcftools +contrast -0 samples0.txt -1 samples1.txt file.bcf\n"
        "\n"
        "   # The same as above but checks for enrichment of rare alleles, AF<0.001 in this example, in a region\n"
        "   bcftools +contrast -r 20:1000-2000 -f 0.001 -0 samples0.txt -1 samples1.txt file.bcf\n"
        "\n";
}

static int cmp_int(const void *a, const void *b)
{
    if ( *((int*)a) < *((int*)b) ) return -1;
    if ( *((int*)a) > *((int*)b) ) return -1;
    return 0;
}
static void read_sample_list_or_file(bcf_hdr_t *hdr, const char *str, int **smpl, int *nsmpl, int force_samples)
{
    char **str_list = NULL;
    int i,j, *list, nlist = 0, is_file, nskipped = 0;

    for (is_file=0; is_file<=1; is_file++)
    {
        if ( str_list )
        {
            for (i=0; i<nlist; i++) free(str_list[i]);
            free(str_list);
            free(list);
        }

        str_list = hts_readlist(str, is_file, &nlist);
        if ( !str_list ) error("The sample \"%s\", is not present in the VCF\n", str);

        list = (int*) malloc(sizeof(int)*nlist);
        for (i=0,j=0; i<nlist; i++,j++)
        {
            list[j] = bcf_hdr_id2int(hdr, BCF_DT_SAMPLE, str_list[i]);
            if ( list[j] >= 0 ) continue;
            if ( is_file )
            {
                if ( !force_samples ) error("The sample \"%s\" is not present in the VCF. Use --force-samples to proceed anyway.\n", str_list[i]);
                j--;
                nskipped++;
                continue;
            }
            break;
        }
        if ( i==nlist ) break;
    }
    for (i=0; i<nlist; i++) free(str_list[i]);
    nlist -= nskipped;
    if ( !nlist ) error("None of the samples are present in the VCF: %s\n", str);
    if ( nskipped ) fprintf(stderr,"Warning: using %d sample%s, %d from %s %s not present in the VCF\n", nlist,nlist>1?"s":"",nskipped,str,nskipped>1?"are":"is");
    free(str_list);
    qsort(list,nlist,sizeof(*list),cmp_int);
    *smpl = list;
    *nsmpl = nlist;
}

static void init_data(args_t *args)
{
    int ntmp, i;
    char **tmp = hts_readlist(args->annots_str, 0, &ntmp);
    for (i=0; i<ntmp; i++)
    {
        if ( !strcasecmp("PASSOC",tmp[i]) ) args->annots |= PRINT_PASSOC;
        else if ( !strcasecmp("FASSOC",tmp[i]) ) args->annots |= PRINT_FASSOC;
        else if ( !strcasecmp("NASSOC",tmp[i]) ) args->annots |= PRINT_NASSOC;
        else if ( !strcasecmp("NOVELAL",tmp[i]) ) args->annots |= PRINT_NOVELAL;
        else if ( !strcasecmp("NOVELGT",tmp[i]) ) args->annots |= PRINT_NOVELGT;
        else error("The annotation is not recognised: %s\n", tmp[i]);
        free(tmp[i]);
    }
    free(tmp);

    args->sr = bcf_sr_init();
    if ( args->regions )
    {
        args->sr->require_index = 1;
        if ( bcf_sr_set_regions(args->sr, args->regions, args->regions_is_file)<0 ) error("Failed to read the regions: %s\n",args->regions);
    }
    if ( args->targets && bcf_sr_set_targets(args->sr, args->targets, args->targets_is_file, 0)<0 ) error("Failed to read the targets: %s\n",args->targets);
    if ( !bcf_sr_add_reader(args->sr,args->fname) ) error("Error: %s\n", bcf_sr_strerror(args->sr->errnum));
    args->hdr = bcf_sr_get_header(args->sr,0);
    args->hdr_out = bcf_hdr_dup(args->hdr);
    if ( args->annots & PRINT_PASSOC )
        bcf_hdr_append(args->hdr_out, "##INFO=<ID=PASSOC,Number=1,Type=Float,Description=\"Fisher's exact test probability of genotypic assocation (REF vs non-REF allele)\">");
    if ( args->annots & PRINT_FASSOC )
        bcf_hdr_append(args->hdr_out, "##INFO=<ID=FASSOC,Number=2,Type=Float,Description=\"Proportion of non-REF allele in controls and cases\">");
    if ( args->annots & PRINT_NASSOC )
        bcf_hdr_append(args->hdr_out, "##INFO=<ID=NASSOC,Number=4,Type=Integer,Description=\"Number of control-ref, control-alt, case-ref and case-alt alleles\">");
    if ( args->annots & PRINT_NOVELAL )
        bcf_hdr_append(args->hdr_out, "##INFO=<ID=NOVELAL,Number=.,Type=String,Description=\"List of samples with novel alleles\">");
    if ( args->annots & PRINT_NOVELGT )
        bcf_hdr_append(args->hdr_out, "##INFO=<ID=NOVELGT,Number=.,Type=String,Description=\"List of samples with novel genotypes. Note that only samples w/o a novel allele are listed.\">");

    if ( args->filter_str )
        args->filter = filter_init(args->hdr, args->filter_str);

    read_sample_list_or_file(args->hdr, args->control_samples_str, &args->control_smpl, &args->ncontrol_smpl, args->force_samples);
    read_sample_list_or_file(args->hdr, args->case_samples_str, &args->case_smpl, &args->ncase_smpl, args->force_samples);

    args->out_fh = hts_open(args->output_fname,hts_bcf_wmode(args->output_type));
    if ( args->out_fh == NULL ) error("Can't write to \"%s\": %s\n", args->output_fname, strerror(errno));
    if ( bcf_hdr_write(args->out_fh, args->hdr_out)!=0 ) error("[%s] Error: cannot write to %s\n", __func__,args->output_fname);

    if ( args->max_AC_str )
    {
        char *tmp;
        args->max_AC = strtol(args->max_AC_str, &tmp, 10);
        if ( tmp==args->max_AC_str || *tmp )
        {
            double val = strtod(args->max_AC_str, &tmp);
            if ( tmp==args->max_AC_str || *tmp ) error("Could not parse the argument: -f, --max-allele-freq %s\n", args->max_AC_str);
            if ( val<0 || val>1 ) error("Expected integer or float from the range [0,1]: -f, --max-allele-freq %s\n", args->max_AC_str);
            args->max_AC = val * bcf_hdr_nsamples(args->hdr);
            if ( !args->max_AC ) args->max_AC = 1;
        }
    }
}
static void destroy_data(args_t *args)
{
    bcf_hdr_destroy(args->hdr_out);
    if ( hts_close(args->out_fh)!=0 ) error("[%s] Error: close failed .. %s\n", __func__,args->output_fname);
    free(args->case_als_smpl.s);
    free(args->case_gts_smpl.s);
    free(args->gts);
    free(args->control_gts);
    free(args->control_smpl);
    free(args->case_smpl);
    if ( args->filter ) filter_destroy(args->filter);
    bcf_sr_destroy(args->sr);
    free(args);
}
static inline int binary_search(uint32_t val, uint32_t *dat, int ndat)
{
    int i = -1, imin = 0, imax = ndat - 1;
    while ( imin<=imax )
    {
        i = (imin+imax)/2;
        if ( dat[i] < val ) imin = i + 1;
        else if ( dat[i] > val ) imax = i - 1;
        else return 1;
    }
    return 0;
}
static inline void binary_insert(uint32_t val, uint32_t **dat, int *ndat, int *mdat)
{
    int i = -1, imin = 0, imax = *ndat - 1;
    while ( imin<=imax )
    {
        i = (imin+imax)/2;
        if ( (*dat)[i] < val ) imin = i + 1;
        else if ( (*dat)[i] > val ) imax = i - 1;
        else return;
    }
    while ( i>=0 && (*dat)[i]>val ) i--;

    (*ndat)++;
    hts_expand(uint32_t, (*ndat), (*mdat), (*dat));

    if ( *ndat > 1 )
        memmove(*dat + i + 1, *dat + i, sizeof(uint32_t)*(*ndat - i - 1));

    (*dat)[i+1] = val;
}
static int process_record(args_t *args, bcf1_t *rec)
{
    args->ntotal++;

    static int warned = 0;
    int ngts = bcf_get_genotypes(args->hdr, rec, &args->gts, &args->mgts);
    ngts /= rec->n_sample;
    if ( ngts>2 ) error("todo: ploidy=%d\n", ngts);

    args->ncontrol_gts = 0;
    uint32_t control_als = 0;
    int32_t nals[4] = {0,0,0,0};    // ctrl-ref, ctrl-alt, case-ref, case-alt
    int i,j;
    for (i=0; i<args->ncontrol_smpl; i++)
    {
        uint32_t gt  = 0;
        int32_t *ptr = args->gts + args->control_smpl[i]*ngts;
        for (j=0; j<ngts; j++)
        {
            if ( ptr[j]==bcf_int32_vector_end ) break;
            if ( bcf_gt_is_missing(ptr[j]) ) continue; 
            int ial = bcf_gt_allele(ptr[j]);
            if ( ial > 31 )
            {
                if ( !warned )
                {
                    fprintf(stderr,"Too many alleles (>32) at %s:%"PRId64", skipping the site.\n", bcf_seqname(args->hdr,rec),(int64_t) rec->pos+1);
                    warned = 1;
                }
                args->nskipped++;
                return -1;
            }
            control_als |= 1<<ial;
            gt |= 1<<ial;
            if ( ial ) nals[1]++;
            else nals[0]++;
        }
        if ( args->annots & PRINT_NOVELGT )
            binary_insert(gt, &args->control_gts, &args->ncontrol_gts, &args->mcontrol_gts);
    }
    if ( !control_als )
    {
        // all are missing
        args->nskipped++;
        return -1;
    }

    args->case_als_smpl.l = 0;
    args->case_gts_smpl.l = 0;

    int has_gt = 0;
    for (i=0; i<args->ncase_smpl; i++)
    {
        int case_al = 0;
        uint32_t gt  = 0;
        int32_t *ptr = args->gts + args->case_smpl[i]*ngts;
        for (j=0; j<ngts; j++)
        {
            if ( ptr[j]==bcf_int32_vector_end ) break;
            if ( bcf_gt_is_missing(ptr[j]) ) continue; 
            int ial = bcf_gt_allele(ptr[j]);
            if ( ial > 31 )
            {
                if ( !warned )
                {
                    fprintf(stderr,"Too many alleles (>32) at %s:%"PRId64", skipping. (todo?)\n", bcf_seqname(args->hdr,rec),(int64_t) rec->pos+1);
                    warned = 1;
                }
                args->nskipped++;
                return -1;
            }
            if ( !(control_als & (1<<ial)) ) case_al = 1; 
            gt |= 1<<ial;
            if ( ial ) nals[3]++;
            else nals[2]++;
        }
        if ( !gt ) continue;
        has_gt = 1;

        char *smpl = args->hdr->samples[ args->case_smpl[i] ];
        if ( case_al )
        {
            if ( args->annots & PRINT_NOVELAL )
            {
                if ( args->case_als_smpl.l ) kputc(',', &args->case_als_smpl);
                kputs(smpl, &args->case_als_smpl);
            }
        }
        else if ( (args->annots & PRINT_NOVELGT) && !binary_search(gt, args->control_gts, args->ncontrol_gts) )
        {
            if ( args->case_gts_smpl.l ) kputc(',', &args->case_gts_smpl);
            kputs(smpl, &args->case_gts_smpl);
        }
    }
    if ( !has_gt )
    {
        // all are missing
        args->nskipped++;
        return -1;
    }

    if ( args->max_AC )
    {
        if ( nals[0]+nals[2] > nals[1]+nals[3] )
        {
            if ( nals[1]+nals[3] <= args->max_AC )
                for (i=0; i<4; i++) args->nals[i] += nals[i];
        }
        else
        {
            if ( nals[0]+nals[2] <= args->max_AC )
            {
                args->nals[0] += nals[1];
                args->nals[1] += nals[0];
                args->nals[2] += nals[3];
                args->nals[3] += nals[2];
            }
        }
    }

    float vals[2];
    if ( args->annots & PRINT_PASSOC )
    {
        double left, right, fisher;
        kt_fisher_exact(nals[0],nals[1],nals[2],nals[3], &left,&right,&fisher);
        vals[0] = fisher;
        bcf_update_info_float(args->hdr_out, rec, "PASSOC", vals, 1);
    }
    if ( args->annots & PRINT_FASSOC )
    {
        if ( nals[0]+nals[1] ) vals[0] = (float)nals[1]/(nals[0]+nals[1]);
        else bcf_float_set_missing(vals[0]);
        if ( nals[2]+nals[3] ) vals[1] = (float)nals[3]/(nals[2]+nals[3]);
        else bcf_float_set_missing(vals[1]);
        bcf_update_info_float(args->hdr_out, rec, "FASSOC", vals, 2);
    }
    if ( args->annots & PRINT_NASSOC )
        bcf_update_info_int32(args->hdr_out, rec, "NASSOC", nals, 4);

    if ( args->case_als_smpl.l ) 
    {
        bcf_update_info_string(args->hdr_out, rec, "NOVELAL", args->case_als_smpl.s);
        args->ncase_al++;
    }
    if ( args->case_gts_smpl.l ) 
    {
        bcf_update_info_string(args->hdr_out, rec, "NOVELGT", args->case_gts_smpl.s);
        args->ncase_gt++;
    }
    args->ntested++;
    return 0;
}

int run(int argc, char **argv)
{
    args_t *args = (args_t*) calloc(1,sizeof(args_t));
    args->argc   = argc; args->argv = argv;
    args->output_fname = "-";
    args->annots_str = "PASSOC,FASSOC";
    static struct option loptions[] =
    {
        {"max-allele-freq",required_argument,0,'f'},
        {"annots",required_argument,0,'a'},
        {"force-samples",no_argument,0,1},
        {"bg-samples",required_argument,0,'0'},     // renamed to --control-samples, leaving it in for backward compatibility
        {"control-samples",required_argument,0,'0'},
        {"novel-samples",required_argument,0,'1'},  // renamed to --case-samples, leaving it in for backward compatibility
        {"case-samples",required_argument,0,'1'},
        {"include",required_argument,0,'i'},
        {"exclude",required_argument,0,'e'},
        {"output",required_argument,NULL,'o'},
        {"output-type",required_argument,NULL,'O'},
        {"regions",1,0,'r'},
        {"regions-file",1,0,'R'},
        {"targets",1,0,'t'},
        {"targets-file",1,0,'T'},
        {NULL,0,NULL,0}
    };
    int c;
    while ((c = getopt_long(argc, argv, "O:o:i:e:r:R:t:T:0:1:a:f:",loptions,NULL)) >= 0)
    {
        switch (c) 
        {
            case  1 : args->force_samples = 1; break;
            case 'f': args->max_AC_str = optarg; break;
            case 'a': args->annots_str = optarg; break;
            case '0': args->control_samples_str = optarg; break;
            case '1': args->case_samples_str = optarg; break;
            case 'e': args->filter_str = optarg; args->filter_logic |= FLT_EXCLUDE; break;
            case 'i': args->filter_str = optarg; args->filter_logic |= FLT_INCLUDE; break;
            case 't': args->targets = optarg; break;
            case 'T': args->targets = optarg; args->targets_is_file = 1; break;
            case 'r': args->regions = optarg; break;
            case 'R': args->regions = optarg; args->regions_is_file = 1; break;
            case 'o': args->output_fname = optarg; break;
            case 'O':
                      switch (optarg[0]) {
                          case 'b': args->output_type = FT_BCF_GZ; break;
                          case 'u': args->output_type = FT_BCF; break;
                          case 'z': args->output_type = FT_VCF_GZ; break;
                          case 'v': args->output_type = FT_VCF; break;
                          default: error("The output type \"%s\" not recognised\n", optarg);
                      };
                      break;
            case 'h':
            case '?':
            default: error("%s", usage_text()); break;
        }
    }
    if ( optind==argc )
    {
        if ( !isatty(fileno((FILE *)stdin)) ) args->fname = "-";  // reading from stdin
        else { error("%s",usage_text()); }
    }
    else if ( optind+1!=argc ) error("%s",usage_text());
    else args->fname = argv[optind];

    init_data(args);

    while ( bcf_sr_next_line(args->sr) )
    {
        bcf1_t *rec = bcf_sr_get_line(args->sr,0);
        if ( args->filter )
        {
            int pass = filter_test(args->filter, rec, NULL);
            if ( args->filter_logic & FLT_EXCLUDE ) pass = pass ? 0 : 1;
            if ( !pass ) continue;
        }
        process_record(args, rec);
        if ( bcf_write(args->out_fh, args->hdr_out, rec)!=0 ) error("[%s] Error: cannot write to %s\n", __func__,args->output_fname);
    }

    fprintf(stderr,"Total/processed/skipped/case_allele/case_gt:\t%d\t%d\t%d\t%d\t%d\n", args->ntotal, args->ntested, args->nskipped, args->ncase_al, args->ncase_gt);
    if ( args->max_AC )
    {
        double val1, val2, fisher;
        kt_fisher_exact(args->nals[0],args->nals[1],args->nals[2],args->nals[3], &val1,&val2,&fisher);
        val1 = args->nals[0]+args->nals[1] ? (float)args->nals[1]/(args->nals[0]+args->nals[1]) : 0;
        val2 = args->nals[2]+args->nals[3] ? (float)args->nals[3]/(args->nals[2]+args->nals[3]) : 0;
        fprintf(stderr,"max_AC/PASSOC/FASSOC/NASSOC:\t%d\t%e\t%f,%f\t%d,%d,%d,%d\n",args->max_AC,fisher,val1,val2,args->nals[0],args->nals[1],args->nals[2],args->nals[3]);
    }
    destroy_data(args);

    return 0;
}