"""Genotype utilities""" import os import gzip from gn3.settings import GENOTYPE_FILES def build_genotype_file( geno_name: str, base_dir: str = GENOTYPE_FILES, extension: str = "geno"): """Build the absolute path for the genotype file.""" return "{}/{}.{}".format(os.path.abspath(base_dir), geno_name, extension) def load_genotype_samples(genotype_filename: str, file_type: str = "geno"): """ Load sample of strains from genotype files. DESCRIPTION: Traits can contain a varied number of strains, some of which do not exist in certain genotypes. In order to compute QTLs, GEMMAs, etc, we need to ensure to pick only those strains that exist in the genotype under consideration for the traits used in the computation. This function loads a list of samples from the genotype files for use in filtering out unusable strains. PARAMETERS: genotype_filename: The absolute path to the genotype file to load the samples from. file_type: The type of file. Currently supported values are 'geno' and 'plink'. """ file_type_fns = { "geno": __load_genotype_samples_from_geno, "plink": __load_genotype_samples_from_plink } return file_type_fns[file_type](genotype_filename) def __load_genotype_samples_from_geno(genotype_filename: str): """ Helper function for `load_genotype_samples` function. Loads samples from '.geno' files. """ gzipped_filename = "{}.gz".format(genotype_filename) if os.path.isfile(gzipped_filename): genofile = gzip.open(gzipped_filename) else: genofile = open(genotype_filename) for row in genofile: line = row.strip() if (not line) or (line.startswith(("#", "@"))): continue break headers = line.split("\t") if headers[3] == "Mb": return headers[4:] return headers[3:] def __load_genotype_samples_from_plink(genotype_filename: str): """ Helper function for `load_genotype_samples` function. Loads samples from '.plink' files. """ genofile = open(genotype_filename) return [line.split(" ")[1] for line in genofile] def parse_genotype_labels(lines: list): """ Parse label lines into usable genotype values DESCRIPTION: Reworks https://github.com/genenetwork/genenetwork1/blob/master/web/webqtl/utility/gen_geno_ob.py#L75-L93 """ acceptable_labels = ["name", "filler", "type", "mat", "pat", "het", "unk"] def __parse_label(line): label, value = [l.strip() for l in line[1:].split(":")] if label not in acceptable_labels: return None if label == "name": return ("group", value) return (label, value) return tuple( item for item in (__parse_label(line) for line in lines) if item is not None) def parse_genotype_header(line: str, parlist = tuple()): """ Parse the genotype file header line DESCRIPTION: Reworks https://github.com/genenetwork/genenetwork1/blob/master/web/webqtl/utility/gen_geno_ob.py#L94-L114 """ items = [item.strip() for item in line.split("\t")] Mbmap = "Mb" in items prgy = ((parlist + tuple(items[4:])) if Mbmap else (parlist + tuple(items[3:]))) return ( ("Mbmap", Mbmap), ("cm_column", items.index("cM")), ("mb_column", None if not Mbmap else items.index("Mb")), ("prgy", prgy), ("nprgy", len(prgy)))