Pysam
Genomic file toolkit.
Install
npx skills add LeonChaoX/qinyan-academic-skills --skill pysam -g -a claude-code -y- Repository
- LeonChaoX/qinyan-academic-skills996
- Category
- Writing
- Updated
- 4mo ago
- License
- MIT license
- Context cost
- Mediumabout 2,429 tokens
- Runs scripts
- No, instructions only
What it does
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing pipelines.
Pysam
Overview
Pysam is a Python module for reading, manipulating, and writing genomic datasets. Read/write SAM/BAM/CRAM alignment files, VCF/BCF variant files, and FASTA/FASTQ sequences with a Pythonic interface to htslib. Query tabix-indexed files, perform pileup analysis for coverage, and execute samtools/bcftools commands.
When to Use This Skill
This skill should be used when:
- Working with sequencing alignment files (BAM/CRAM)
- Analyzing genetic variants (VCF/BCF)
- Extracting reference sequences or gene regions
- Processing raw sequencing data (FASTQ)
- Calculating coverage or read depth
- Implementing bioinformatics analysis pipelines
- Quality control of sequencing data
- Variant calling and annotation workflows
Quick Start
Installation
uv pip install pysam
Basic Examples
Read alignment file:
import pysam
# Open BAM file and fetch reads in region
samfile = pysam.AlignmentFile("example.bam", "rb")
for read in samfile.fetch("chr1", 1000, 2000):
print(f"{read.query_name}: {read.reference_start}")
samfile.close()
Read variant file:
# Open VCF file and iterate variants
vcf = pysam.VariantFile("variants.vcf")
for variant in vcf:
print(f"{variant.chrom}:{variant.pos} {variant.ref}>{variant.alts}")
vcf.close()
Query reference sequence:
# Open FASTA and extract sequence
fasta = pysam.FastaFile("reference.fasta")
sequence = fasta.fetch("chr1", 1000, 2000)
print(sequence)
fasta.close()
Core Capabilities
1. Alignment File Operations (SAM/BAM/CRAM)
Use the AlignmentFile class to work with aligned sequencing reads. This is appropriate for analyzing mapping results, calculating coverage, extracting reads, or quality control.
