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GPTomics

bio-format-conversion

by GPTomics

a set of SKILLS.md for doing bioinformatics with agents like claude code

65🍴 17📅 2026年1月24日
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name: bio-format-conversion description: Convert between sequence file formats (FASTA, FASTQ, GenBank, EMBL) using Biopython Bio.SeqIO. Use when changing file formats or preparing data for different tools. tool_type: python primary_tool: Bio.SeqIO

Format Conversion

Convert sequence files between formats using Biopython's Bio.SeqIO module.

Required Import

from Bio import SeqIO

Core Function

SeqIO.convert() - Direct Conversion

Convert between formats in a single call. Most efficient method.

count = SeqIO.convert('input.gb', 'genbank', 'output.fasta', 'fasta')
print(f'Converted {count} records')

Parameters:

  • in_file - Input filename or handle
  • in_format - Input format string
  • out_file - Output filename or handle
  • out_format - Output format string

Returns: Number of records converted

Common Conversions

FromToNotes
GenBankFASTALoses annotations, keeps sequence
FASTAGenBankNeed to add molecule_type
FASTQFASTALoses quality scores
FASTAFASTQNeed to add quality scores
GenBankEMBLUsually works directly
StockholmFASTAAlignment to sequences

Code Patterns

Simple Conversion

SeqIO.convert('input.gb', 'genbank', 'output.fasta', 'fasta')

GenBank to FASTA

SeqIO.convert('sequence.gb', 'genbank', 'sequence.fasta', 'fasta')

FASTQ to FASTA (drop quality)

SeqIO.convert('reads.fastq', 'fastq', 'reads.fasta', 'fasta')

FASTA to GenBank (requires molecule_type)

records = SeqIO.parse('input.fasta', 'fasta')
def add_molecule_type(records):
    for record in records:
        record.annotations['molecule_type'] = 'DNA'
        yield record

SeqIO.write(add_molecule_type(records), 'output.gb', 'genbank')

FASTA to FASTQ (add dummy quality)

def add_quality(records, quality=30):
    for record in records:
        record.letter_annotations['phred_quality'] = [quality] * len(record.seq)
        yield record

records = SeqIO.parse('input.fasta', 'fasta')
SeqIO.write(add_quality(records), 'output.fastq', 'fastq')

Batch Convert Multiple Files

from pathlib import Path

for gb_file in Path('.').glob('*.gb'):
    fasta_file = gb_file.with_suffix('.fasta')
    count = SeqIO.convert(str(gb_file), 'genbank', str(fasta_file), 'fasta')
    print(f'{gb_file.name}: {count} records')

Convert with Modifications

from Bio.Seq import Seq
from Bio.SeqRecord import SeqRecord

def uppercase_record(rec):
    return SeqRecord(rec.seq.upper(), id=rec.id, description=rec.description)

records = SeqIO.parse('input.fasta', 'fasta')
modified = (uppercase_record(rec) for rec in records)
SeqIO.write(modified, 'output.fasta', 'fasta')

Alignment Format Conversion

from Bio import AlignIO

AlignIO.convert('alignment.sto', 'stockholm', 'alignment.phy', 'phylip')

Format Compatibility Matrix

Can convert directly (no modifications needed):

  • GenBank <-> EMBL
  • FASTA -> any format (may need annotations added)
  • Any format -> FASTA (always works, may lose data)
  • FASTQ -> FASTA

Requires adding data:

  • FASTA -> FASTQ (need quality scores)
  • FASTA -> GenBank (need molecule_type)

May lose data:

  • GenBank -> FASTA (loses features, annotations)
  • FASTQ -> FASTA (loses quality scores)
  • Any rich format -> FASTA

Common Errors

ErrorCauseSolution
ValueError: missing molecule_typeFASTA to GenBankAdd molecule_type annotation
ValueError: missing quality scoresFASTA to FASTQAdd phred_quality to letter_annotations
KeyError: 'phred_quality'Wrong FASTQ variantTry 'fastq-sanger', 'fastq-illumina'

Decision Tree

Converting formats?
├── Simple conversion (no data changes)?
│   └── Use SeqIO.convert() directly
├── Need to add annotations?
│   └── Parse, modify records, then write
├── Need to transform sequences?
│   └── Parse, apply transformation, then write
└── Multiple files?
    └── Loop with SeqIO.convert() or batch generator
  • read-sequences - Parse sequences for custom conversion logic
  • write-sequences - Write converted sequences with modifications
  • batch-processing - Convert multiple files at once
  • compressed-files - Handle compressed input/output during conversion
  • alignment-files - For SAM/BAM/CRAM conversion, use samtools view

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