sgkit.io.bgen.bgen_to_zarr

sgkit.io.bgen.bgen_to_zarr(input, output, region=None, chunk_length=10000, chunk_width=1000, temp_chunk_length=100, compressor=Blosc(cname='zstd', clevel=7, shuffle=BITSHUFFLE, blocksize=0), probability_dtype='uint8', max_mem='4GB', pack=True, tempdir=None)

Convert a BGEN file to a Zarr on-disk store.

This function is a convenience for calling read_bgen() followed by rechunk_bgen().

Parameters:

input str | PathUnion[str, Path]

Path to local BGEN dataset.

output str | Path | MutableMapping[str, bytes]Union[str, Path, MutableMapping[str, bytes]]

Zarr store or path to directory in file system.

region Mapping | NoneOptional[Mapping[Hashable, Any]] (default: None)

Indexers on dataset dimensions used to define a subset of data to convert. Must be None or a dict with keys matching dimension names and values equal to integers or slice objects. This is passed directly to Dataset.isel so it has the same semantics.

chunk_length int (default: 10000)

Length (number of variants) of chunks in which data are stored, by default 10_000.

chunk_width int (default: 1000)

Width (number of samples) to use when storing chunks in output, by default 1_000.

temp_chunk_length int (default: 100)

Length of chunks used in raw BGEN read, by default 100. This defines the vertical chunking (i.e. in the variants dimension) used when reading the raw data and because there is no horizontal chunking at this phase (i.e. in the samples dimension), this value should be much smaller than the target chunk_length.

compressor Any | NoneOptional[Any] (default: Blosc(cname='zstd', clevel=7, shuffle=BITSHUFFLE, blocksize=0))

Zarr compressor, by default Blosc + zstd with compression level 7. No compression is used when set as None.

probability_dtype Any | NoneOptional[Any] (default: 'uint8')

Data type used to encode genotype probabilities, must be either uint8 or uint16. Setting this parameter results in a loss of precision. If None, probabilities will not be altered when stored.

max_mem str (default: '4GB')

The amount of memory (in bytes) that workers are allowed to use. A string (e.g. 100MB) can also be used.

pack bool (default: True)

Whether or not to optimize variable representations by removing unnecessary dimensions and elements. This includes storing 2 genotypes instead of 3, omitting dosage and collapsing the genotype probability mask to 2 dimensions. All of the above are restored in the resulting Dataset at the expense of extra computations on read.

tempdir str | Path | NoneUnion[str, Path, None] (default: None)

Temporary directory where intermediate files are stored. The default None means use the system default temporary directory.

Warning

This functional is only applicable to diploid, bi-allelic BGEN datasets.

Return type:

Dataset

Returns:

:

Dataset

The rechunked dataset.