bgen 1.1.9

Package for loading data from bgen files

Another bgen reader

This is a package for reading bgen files.

This package uses cython to wrap c++ code for parsing bgen files. It's not too slow, it can parse genotypes from 500,000 individuals at >100 variants per second within python.

This has been primarily been designed around UKBiobank bgen files (i.e. bgen version 1.2 with zlib compressed genotype probabilities, but the other versions and compression schemes have also been tested using example bgen files).

Install

pip install bgen

Usage

from bgen import BgenFile

bfile = BgenFile(BGEN_PATH)
rsids = bfile.rsids()

# select a variant by indexing
var = bfile[1000]

# pull out genotype probabilities
probs = var.probabilities  # returns 2D numpy array
dosage = var.minor_allele_dosage  # returns 1D numpy array for biallelic variant

# iterate through every variant in the file
with BgenFile(BGEN_PATH, delay_parsing=True) as bfile:
  for var in bfile:
      dosage = var.minor_allele_dosage

API documentation

class BgenFile(path, sample_path='', delay_parsing=False)
    # opens a bgen file. If a bgenix index exists for the file, the index file
    # will be opened automatically for quicker access of specific variants.
    Arguments:
      path: path to bgen file
      sample_path: optional path to sample file. Samples will be given integer IDs
          if sample file is not given and sample IDs not found in the bgen file
      delay_parsing: True/False option to allow for not loading all variants into
          memory when the BgenFile is opened. This can save time when iterating
          across variants in the file
  
  Attributes:
    samples: list of sample IDs
    header: BgenHeader with info about the bgen version and compression.
  
  Methods:
    slicing: BgenVars can be accessed by slicing the BgenFile e.g. bfile[1000]
    iteration: variants in a BgenFile can be looped over e.g. for x in bfile: print(x)
    drop_variants(list[int]): drops variants by index from being used in analyses
    with_rsid(pos): returns BgenVar with given position
    at_position(rsid): returns BgenVar with given rsid
    varids(): returns list of varids for variants in the bgen file.
    rsids(): returns list of rsids for variants in the bgen file.
    chroms(): returns list of chromosomes for variants in the bgen file.
    positions(): returns list of positions for variants in the bgen file.

class BgenVar(handle, offset, layout, compression, n_samples):
  # Note: this isn't called directly, but instead returned from BgenFile methods
  Attributes:
    varid: ID for variant
    rsid: reference SNP ID for variant
    chrom: chromosome variant is on
    pos: nucleotide position variant is at
    alleles: list of alleles for variant
    is_phased: True/False for whether variant has phased genotype data
    ploidy: list of ploidy for each sample. Samples are ordered as per BgenFile.samples
    minor_allele: the least common allele (for biallelic variants)
    minor_allele_dosage: 1D numpy array of minor allele dosages for each sample
    probabilitiies:  2D numpy array of genotype probabilities, one sample per row
  
  BgenVars can be pickled e.g. pickle.dumps(var)