Skip to main content

fast vcf parsing with cython + htslib

Project description

cyvcf2
======

Fast python **(2 and 3)** parsing of VCF and BCF including region-queries.

[![Build Status](https://travis-ci.org/brentp/cyvcf2.svg?branch=master)](https://travis-ci.org/brentp/cyvcf2)

cyvcf2 is a cython wrapper around [htslib](https://github.com/samtools/htslib) built for fast parsing of [Variant Call Format](https://en.m.wikipedia.org/wiki/Variant_Call_Format) (VCF) files.

Attributes like `variant.gt_ref_depths` return a numpy array directly so they are immediately ready for downstream use.
**note** that the array is backed by the underlying C data, so, once `variant` goes out of scope. The array will contain nonsense.
To persist a copy, use: `cpy = np.array(variant.gt_ref_depths)` instead of just `arr = variant.gt_ref_depths`.

Example
=======

The example below shows much of the use of cyvcf2.

```Python
from cyvcf2 import VCF

for variant in VCF('some.vcf.gz'): # or VCF('some.bcf')
variant.REF, variant.ALT # e.g. REF='A', ALT=['C', 'T']


variant.CHROM, variant.start, variant.end, variant.ID, \
variant.FILTER, variant.QUAL

# numpy arrays of specific things we pull from the sample fields.
# gt_types is array of 0,1,2,3==HOM_REF, HET, UNKNOWN, HOM_ALT
variant.gt_types, variant.gt_ref_depths, variant.gt_alt_depths # numpy arrays
variant.gt_phases, variant.gt_quals, variant.gt_bases # numpy array


## INFO Field.
## extract from the info field by it's name:
variant.INFO.get('DP') # int
variant.INFO.get('FS') # float
variant.INFO.get('AC') # float

# convert back to a string.
str(variant)


## sample info...

# Get a numpy array of the depth per sample:
dp = variant.format('DP')
# or of any other format field:
sb = variant.format('SB')
assert sb.shape == (n_samples, 4) # 4-values per

# to do a region-query:

vcf = VCF('some.vcf.gz')
for v in vcf('11:435345-556565'):
if v.INFO["AF"] > 0.1: continue
print(str(v))

```

Installation
============

```
pip install cyvcf2
```

Testing
=======

Tests can be run with:

```
python setup.py test
```

See Also
========

Pysam also [has a cython wrapper to htslib](https://github.com/pysam-developers/pysam/blob/master/pysam/cbcf.pyx) and one block of code here is taken directly from that library. But, the optimizations that we want for gemini are very specific so we have chosen to create a separate project.

Project details


Release history Release notifications | RSS feed

This version

0.6.1

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

cyvcf2-0.6.1.tar.gz (963.6 kB view details)

Uploaded Source

File details

Details for the file cyvcf2-0.6.1.tar.gz.

File metadata

  • Download URL: cyvcf2-0.6.1.tar.gz
  • Upload date:
  • Size: 963.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No

File hashes

Hashes for cyvcf2-0.6.1.tar.gz
Algorithm Hash digest
SHA256 047b0695aeb1f4f52dc4697154990e66fdad7632c9c696b937c414925a847567
MD5 9e2893641a3ed053c6072dbec2a0e603
BLAKE2b-256 fdcb9c261f27fe3231f02d58afd43bed010e6c211afe9b37328076fa3134eade

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page