def main(): param_dict = parse_param() n_pop = len(param_dict['pop']) for chrom in param_dict['chrom']: print('##### process chromosome %d #####' % int(chrom)) ref_dict = parse_genet.parse_ref(param_dict['ref_dir'] + '/snpinfo_mult_hm3', int(chrom)) vld_dict = parse_genet.parse_bim(param_dict['bim_prefix'], int(chrom)) sst_dict = {} for pp in range(n_pop): sst_dict[pp] = parse_genet.parse_sumstats(ref_dict, vld_dict, param_dict['sst_file'][pp], param_dict['pop'][pp], param_dict['n_gwas'][pp]) ld_blk = {} blk_size = {} for pp in range(n_pop): ld_blk[pp], blk_size[pp] = parse_genet.parse_ldblk(param_dict['ref_dir'], sst_dict[pp], param_dict['pop'][pp], int(chrom)) snp_dict, beta_dict, frq_dict, idx_dict = parse_genet.align_ldblk(ref_dict, vld_dict, sst_dict, n_pop, int(chrom)) mcmc_gtb.mcmc(param_dict['a'], param_dict['b'], param_dict['phi'], snp_dict, beta_dict, frq_dict, idx_dict, param_dict['n_gwas'], ld_blk, blk_size, param_dict['n_iter'], param_dict['n_burnin'], param_dict['thin'], param_dict['pop'], int(chrom), param_dict['out_dir'], param_dict['out_name'], param_dict['meta'], param_dict['seed']) print('\n')
def main(): param_dict = parse_param() for chrom in param_dict['chrom']: print('##### process chromosome %d #####' % int(chrom)) ref_dict = parse_genet.parse_ref( param_dict['ref_dir'] + '/snpinfo_1kg_hm3', int(chrom)) vld_dict = parse_genet.parse_bim(param_dict['bim_prefix'], int(chrom)) sst_dict = parse_genet.parse_sumstats(ref_dict, vld_dict, param_dict['sst_file'], param_dict['n_gwas']) ld_blk, blk_size = parse_genet.parse_ldblk(param_dict['ref_dir'], sst_dict, int(chrom)) mcmc_gtb.mcmc(param_dict['a'], param_dict['b'], param_dict['phi'], sst_dict, param_dict['n_gwas'], ld_blk, blk_size, param_dict['n_iter'], param_dict['n_burnin'], param_dict['thin'], int(chrom), param_dict['out_dir'], param_dict['beta_std']) print('\n')