|
| 1 | +import argparse |
| 2 | +import logging |
| 3 | +import sys |
| 4 | +from xopen import xopen |
| 5 | +import csv |
| 6 | +import textwrap |
| 7 | + |
| 8 | + |
| 9 | +from pgscatalog.core import TargetVariants |
| 10 | + |
| 11 | +logger = logging.getLogger(__name__) |
| 12 | + |
| 13 | + |
| 14 | +def run_intersect(): |
| 15 | + args = parse_args() |
| 16 | + |
| 17 | + |
| 18 | + # Process target variants |
| 19 | + with xopen('target_variants.txt', 'wt') as outf: |
| 20 | + outf.write('CHR:POS:A0:A1\tID_TARGET\tREF_TARGET\tIS_MA_TARGET\tALT_FREQ\tF_MISS_DOSAGE\n') |
| 21 | + for path in args.target: |
| 22 | + pvar = read_var_general(path) |
| 23 | + |
| 24 | + loc_afreq = path.replace('.pvar.zst', '.afreq.gz') |
| 25 | + afreq = read_var_general(loc_afreq) |
| 26 | + |
| 27 | + loc_vmiss = path.replace('.pvar.zst', '.vmiss.gz') |
| 28 | + vmiss = read_var_general(loc_vmiss) |
| 29 | + |
| 30 | + for v, freq, miss in zip(pvar, afreq, vmiss): |
| 31 | + # if v['ID'] != freq['ID'] != miss['ID']: |
| 32 | + # print(v) |
| 33 | + ALTs = v['ALT'].split(',') |
| 34 | + ALT_FREQS = freq['ALT_FREQS'].split(',') |
| 35 | + F_MISS_DOSAGE = miss['F_MISS_DOSAGE'] |
| 36 | + IS_MA_TARGET = len(ALTs) > 1 |
| 37 | + for i, ALT in enumerate(ALTs): |
| 38 | + if v['REF'] < ALT: |
| 39 | + key = '{}:{}:{}:{}'.format(v['#CHROM'], v['POS'], v['REF'], ALT) |
| 40 | + else: |
| 41 | + key = '{}:{}:{}:{}'.format(v['#CHROM'], v['POS'], ALT, v['REF']) |
| 42 | + outf.write('{}\t{}\t{}\t{}\t{}\t{}\n'.format(key,v['ID'],v['REF'], str(IS_MA_TARGET), ALT_FREQS[i], F_MISS_DOSAGE)) |
| 43 | + |
| 44 | + |
| 45 | +def read_var_general(path): |
| 46 | + with xopen(path, "rt") as f: |
| 47 | + # pvars do have a header column and support arbitrary columns |
| 48 | + reader = csv.DictReader(filter(lambda row: row[:2]!='##', f), delimiter="\t") # need to remove comments of VCF-like characters |
| 49 | + for row in reader: |
| 50 | + yield row |
| 51 | +def parse_args(args=None): |
| 52 | + parser = argparse.ArgumentParser( |
| 53 | + description=_description_text(), |
| 54 | + epilog=_epilog_text(), |
| 55 | + formatter_class=argparse.RawDescriptionHelpFormatter, |
| 56 | + ) |
| 57 | + parser.add_argument( |
| 58 | + "-t", |
| 59 | + "--target", |
| 60 | + dest="target", |
| 61 | + required=True, |
| 62 | + nargs="+", |
| 63 | + help="<Required> A list of paths of target genomic variants (.bim/pvar format)", |
| 64 | + ) |
| 65 | + return parser.parse_args(args) |
| 66 | + |
| 67 | + |
| 68 | +def _description_text() -> str: |
| 69 | + return textwrap.dedent( |
| 70 | + """\ |
| 71 | + PLACEHOLDER |
| 72 | + """ |
| 73 | + ) |
| 74 | + |
| 75 | + |
| 76 | +def _epilog_text() -> str: |
| 77 | + return textwrap.dedent( |
| 78 | + """\ |
| 79 | + PLACEHOLDER |
| 80 | + """ |
| 81 | + ) |
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