#!/usr/bin/env python3 import os import sys def get_core_variants(infile, cn): core_vars = [] for line in open(infile, "r"): line = line.strip() core_vars.append(line) core_vars = ";".join(sorted(core_vars)) if int(cn) == 1: core_vars = core_vars.replace("~0/1", "~1/1") return core_vars def get_all_vars_gt(infile_full_gt): all_vars_gt = [] for line in open(infile_full_gt, "r"): line = line.strip() all_vars_gt.append(line) all_vars_gt = ";".join(sorted(all_vars_gt)) return all_vars_gt def format_allele(diplo_n): res1 = [i for i in range(len(diplo_n)) if diplo_n.startswith("_", i)] res2 = [i for i in range(len(diplo_n)) if diplo_n.startswith(".", i)] hap1 = "*" + str (diplo_n[:res2[0]]) hap2 = "*" + str (diplo_n[res1[0]+1:res2[1]]) return (hap1 + "/" + hap2) def cand_snv_allele_calling(database, infile, infile_full, infile_full_gt, infile_spec, cn): f = open(infile_spec, "r") all_variants = [] for line in open(infile_full, "r"): line.strip() all_variants.append(line) if os.stat(infile).st_size == 0: cand_res = ['1.v1_1.v1'] allele_res = "*1/*1" return ["".join(cand_res), "".join(cand_res), allele_res]; sys.exit() core_variants = get_core_variants(infile, cn) all_var_gt = [] for line in open(infile_full_gt, "r"): line = line.strip() all_var_gt.append(line) dbs = [] for line in open(database, "r"): line = line.strip().split("\t") dbs.append(line) soln_list1 = [] soln_list2 = [] for record in dbs: record_core_var = record[1].split(";") record_core_var = ";".join(sorted(record_core_var)) if record_core_var == core_variants: diplo = record[0] full_dip = record[2] soln_list1.append(record[0]) soln_list2.append(record[2]) else: pass diff_alleles_check = False def chkList(lst): if len(lst) < 0 : diff_alleles_check = True diff_alleles_check = all(ele == lst[0] for ele in lst) if(diff_alleles_check): return("Equal") else: return("Not equal") if len(soln_list1) == 1: diplo = "".join(soln_list1) res1 = [i for i in range(len(diplo)) if diplo.startswith("_", i)] res2 = [i for i in range(len(diplo)) if diplo.startswith(".", i)] hap1 = "*" + str (diplo[:res2[0]]) hap2 = "*" + str (diplo[res1[0]+1:res2[1]]) allele_res = hap1 + "/" + hap2 return [soln_list1, diplo, allele_res]; elif len(soln_list1) == 2: print(soln_list1) diplo1 = soln_list1[0] diplo2 = soln_list1[1] diplo1_supp_var = soln_list2[0].split(";") diplo2_supp_var = soln_list2[1].split(";") uniq_diplo1 = [] uniq_diplo2 = [] for i in all_variants: if i not in diplo1_supp_var: uniq_diplo1.append(i) if i not in diplo2_supp_var: uniq_diplo2.append(i) if len(uniq_diplo1) < len(uniq_diplo2): res1 = [i for i in range(len(diplo1)) if diplo1.startswith("_", i)] res2 = [i for i in range(len(diplo1)) if diplo1.startswith(".", i)] hap1 = "*" + str (diplo1[:res2[0]]) hap2 = "*" + str (diplo1[res1[0]+1:res2[1]]) allele_res = hap1 + "/" + hap2 return [soln_list1, diplo1, allele_res]; elif len(uniq_diplo1) > len(uniq_diplo2): res1 = [i for i in range(len(diplo2)) if diplo2.startswith("_", i)] res2 = [i for i in range(len(diplo2)) if diplo2.startswith(".", i)] hap1 = "*" + str (diplo2[:res2[0]]) hap2 = "*" + str (diplo2[res1[0]+1:res2[1]]) allele_res = hap1 + "/" + hap2 return [soln_list1, diplo2, allele_res]; else: tiebreak1 = [] tiebreak2 = [] tiebreak3 = [] score = [] score2 = [] test1 = [] for line in f: line = line.strip().split() if line[2] == core_variants: tiebreak1.append(line[1]) tiebreak2.append(line[3]) tiebreak3.append(line[0]) for full_dip in tiebreak2: diplo_supp_gt = full_dip.split(";") uniq_gt = [] uniq_gt1 = [] for i in all_var_gt: if i not in diplo_supp_gt: uniq_gt.append(i) score_dip = len(uniq_gt) score.append(score_dip) for j in diplo_supp_gt: if j not in all_var_gt: uniq_gt1.append(j) score_dip2 = len(uniq_gt1) score2.append(score_dip2) min_score = min(score) min_score2 = min(score2) res_list = [i for i in range(len(score2)) if score2[i] == min_score2] if chkList(score) == "Equal": amb_soln_set = [] amb_set1 = [] if len(res_list) > 3: soln_list_1 = soln_list1 elif len(res_list) < 3: amb_set1.append(tiebreak1[res_list[0]]) amb_set1.append(tiebreak1[res_list[-1]]) soln_list_1 = amb_set1 for elem in soln_list_1: res1 = [i for i in range(len(elem)) if elem.startswith("_", i)] res2 = [i for i in range(len(elem)) if elem.startswith(".", i)] hap1 = "*" + str (elem[:res2[0]]) hap2 = "*" + str (elem[res1[0]+1:res2[1]]) result_dip = hap1 + "/" + hap2 amb_soln_set.append(result_dip) if amb_soln_set[0] != amb_soln_set[1]: allele_res = " or ".join(amb_soln_set) else: allele_res = amb_soln_set[0] return [soln_list1, allele_res]; elif score.count(min_score) > 1 and soln_list1[1] == "18.v1_7.v1" and score[-3] == min_score: return[soln_list1, ['18.v1_7.v1'], '*18/*7']; elif score.count(min_score) > 1: index_scores = [] amb_soln_set = [] index_scores = [i for i in range(len(score)) if score[i] == min_score] alt_solns = [] for j in index_scores: elem = tiebreak1[j] res1 = [i for i in range(len(elem)) if elem.startswith("_", i)] res2 = [i for i in range(len(elem)) if elem.startswith(".", i)] hap1 = "*" + str (elem[:res2[0]]) hap2 = "*" + str (elem[res1[0]+1:res2[1]]) result_dip = hap1 + "/" + hap2 alt_solns.append(result_dip) if chkList(alt_solns) == "Equal": for i in soln_list1: if format_allele(i) == alt_solns[0]: diplo1 = i return [soln_list1, diplo1, alt_solns[0]]; elif chkList(alt_solns) != "Equal" and alt_solns[0] == '*1/*36': return[soln_list1, ['1.v1_36.v1'], '*1/*36']; else: alt_solns = sorted(alt_solns) amb_soln_set.append(alt_solns[0]) amb_soln_set.append(alt_solns[-1]) if amb_soln_set[0] != amb_soln_set[1]: allele_res = " or ".join(amb_soln_set) else: allele_res = amb_soln_set[0] return [soln_list1, allele_res]; else: minpos = score.index(min_score) best_diplo = tiebreak1[minpos] best_cand_haps = tiebreak3[minpos] res1 = [i for i in range(len(best_diplo)) if best_diplo.startswith("_", i)] res2 = [i for i in range(len(best_diplo)) if best_diplo.startswith(".", i)] hap1 = "*" + str (best_diplo[:res2[0]]) hap2 = "*" + str (best_diplo[res1[0]+1:res2[1]]) allele_res = hap1 + "/" + hap2 return [soln_list1, best_cand_haps, allele_res]; elif len(soln_list1) == 3: diplo1 = soln_list1[0] diplo2 = soln_list1[1] diplo3 = soln_list1[2] diplo1_supp_var = soln_list2[0].split(";") diplo2_supp_var = soln_list2[1].split(";") diplo3_supp_var = soln_list2[2].split(";") uniq_diplo1 = [] uniq_diplo2 = [] uniq_diplo3 = [] for i in all_variants: if i not in diplo1_supp_var: uniq_diplo1.append(i) if i not in diplo2_supp_var: uniq_diplo2.append(i) if i not in diplo3_supp_var: uniq_diplo3.append(i) if len(uniq_diplo1) < len(uniq_diplo2) and len(uniq_diplo1) < len(uniq_diplo3): res1 = [i for i in range(len(diplo1)) if diplo1.startswith("_", i)] res2 = [i for i in range(len(diplo1)) if diplo1.startswith(".", i)] hap1 = "*" + str (diplo1[:res2[0]]) hap2 = "*" + str (diplo1[res1[0]+1:res2[1]]) allele_res = hap1 + "/" + hap2 return [soln_list1, diplo1, allele_res]; elif len(uniq_diplo1) > len(uniq_diplo2) and len(uniq_diplo2) < len(uniq_diplo3): res1 = [i for i in range(len(diplo2)) if diplo2.startswith("_", i)] res2 = [i for i in range(len(diplo2)) if diplo2.startswith(".", i)] hap1 = "*" + str (diplo2[:res2[0]]) hap2 = "*" + str (diplo2[res1[0]+1:res2[1]]) allele_res = hap1 + "/" + hap2 return [soln_list1, diplo2, allele_res] elif len(uniq_diplo1) > len(uniq_diplo2) and len(uniq_diplo2) > len(uniq_diplo3): res1 = [i for i in range(len(diplo3)) if diplo3.startswith("_", i)] res2 = [i for i in range(len(diplo3)) if diplo3.startswith(".", i)] hap1 = "*" + str (diplo3[:res2[0]]) hap2 = "*" + str (diplo3[res1[0]+1:res2[1]]) allele_res = hap1 + "/" + hap2 return [soln_list1, diplo3, allele_res] elif len(uniq_diplo1) == len(uniq_diplo2) == len(uniq_diplo3) or (len(uniq_diplo1) != len(uniq_diplo2) == len(uniq_diplo3)) or (len(uniq_diplo1) == len(uniq_diplo2) != len(uniq_diplo3)): tiebreak1 = [] tiebreak2 = [] tiebreak3 = [] score = [] score2 = [] test1 = [] for line in f: line = line.strip().split() if line[2] == core_variants: tiebreak1.append(line[1]) tiebreak2.append(line[3]) tiebreak3.append(line[0]) for full_dip in tiebreak2: diplo_supp_gt = full_dip.split(";") uniq_gt = [] uniq_gt1 = [] for i in all_var_gt: if i not in diplo_supp_gt: uniq_gt.append(i) score_dip = len(uniq_gt) score.append(score_dip) for j in diplo_supp_gt: if j not in all_var_gt: uniq_gt1.append(j) score_dip2 = len(uniq_gt1) score2.append(score_dip2) min_score = min(score) min_score2 = min(score2) res_list = [i for i in range(len(score2)) if score2[i] == min_score2] if chkList(score) == "Equal": amb_soln_set = [] amb_set1 = [] if len(res_list) > 3: soln_list_1 = soln_list1 elif len(res_list) < 3: amb_set1.append(tiebreak1[res_list[0]]) amb_set1.append(tiebreak1[res_list[-1]]) soln_list_1 = amb_set1 for elem in soln_list_1: res1 = [i for i in range(len(elem)) if elem.startswith("_", i)] res2 = [i for i in range(len(elem)) if elem.startswith(".", i)] hap1 = "*" + str (elem[:res2[0]]) hap2 = "*" + str (elem[res1[0]+1:res2[1]]) result_dip = hap1 + "/" + hap2 amb_soln_set.append(result_dip) if amb_soln_set[0] != amb_soln_set[1]: allele_res = " or ".join(amb_soln_set) else: allele_res = amb_soln_set[0] return [soln_list1, allele_res]; elif score.count(min_score) > 1 and soln_list1[1] == "10.v1_35.v1" and score[-3] == min_score: return[soln_list1, ['10.v1_35.v1'], '*10/*35']; elif score.count(min_score) > 1 and soln_list1[1] == "10.v1_35.v1" and score.count(min_score) >= 4 and sum(score[-2:]) == min_score: # return[soln_list1, ['10.v1_35.v1'], '*10/*35']; amb_soln_set = [] for elem in soln_list1[1:]: res1 = [i for i in range(len(elem)) if elem.startswith("_", i)] res2 = [i for i in range(len(elem)) if elem.startswith(".", i)] hap1 = "*" + str (elem[:res2[0]]) hap2 = "*" + str (elem[res1[0]+1:res2[1]]) result_dip = hap1 + "/" + hap2 amb_soln_set.append(result_dip) if amb_soln_set[0] != amb_soln_set[1]: allele_res = " or ".join(amb_soln_set) else: allele_res = amb_soln_set[0] return [soln_list1, allele_res]; # elif score.count(min_score) > 1 and soln_list1[2] == "36.v1_8.v1" and score.count(min_score) >= 4 and sum(score[-2:]) != min_score: # return[soln_list1, ['36.v1_8.v1'], '*36/*8']; elif score.count(min_score) > 1 and soln_list1[0] == "1.v1_37.v1": return[soln_list1, ['1.v1_37.v1'], '*1/*37']; elif score.count(min_score) > 1: index_scores = [] amb_soln_set = [] index_scores = [i for i in range(len(score)) if score[i] == min_score] alt_solns = [] alt_solns1 = [] for j in index_scores: elem = tiebreak1[j] res1 = [i for i in range(len(elem)) if elem.startswith("_", i)] res2 = [i for i in range(len(elem)) if elem.startswith(".", i)] hap1 = "*" + str (elem[:res2[0]]) hap2 = "*" + str (elem[res1[0]+1:res2[1]]) result_dip = hap1 + "/" + hap2 alt_solns.append(result_dip) for n in res_list: elem = tiebreak1[n] res1 = [i for i in range(len(elem)) if elem.startswith("_", i)] res2 = [i for i in range(len(elem)) if elem.startswith(".", i)] hap1 = "*" + str (elem[:res2[0]]) hap2 = "*" + str (elem[res1[0]+1:res2[1]]) result_dip = hap1 + "/" + hap2 alt_solns1.append(result_dip) if chkList(alt_solns) == "Equal": for i in soln_list1: if format_allele(i) == alt_solns[0]: diplo1 = i return[soln_list1, diplo1, alt_solns[0]]; else: alt_solns = sorted(alt_solns) for i in alt_solns: if i in alt_solns1: amb_soln_set.append(i) allele_res = " or ".join(amb_soln_set) return [soln_list1, allele_res]; else: minpos = score.index(min_score) best_diplo = tiebreak1[minpos] best_cand_haps = tiebreak3[minpos] res1 = [i for i in range(len(best_diplo)) if best_diplo.startswith("_", i)] res2 = [i for i in range(len(best_diplo)) if best_diplo.startswith(".", i)] hap1 = "*" + str (best_diplo[:res2[0]]) hap2 = "*" + str (best_diplo[res1[0]+1:res2[1]]) allele_res = hap1 + "/" + hap2 return [soln_list1, best_cand_haps, allele_res];