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Fetch gene sequences from KEGG
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#!/usr/bin/env python3 | |
import requests | |
from random import shuffle | |
# Argument parsing code courtesy of @wasade | |
import click | |
# Function to fetch the amino acid sequence for a single gene | |
def _fetch_gene(s, gene_name): | |
r = s.get(f"http://rest.kegg.jp/get/{gene_name}/aaseq") | |
assert r.status_code == 200, f"Could not retrieve gene sequence for {gene_name}" | |
return r.text | |
@click.command() | |
@click.option('--ko', type=str, required=True, | |
help='Input the gene ID ("KXXXXX") as the only argument to the ' | |
'function') | |
def fetch(ko): | |
assert ko.startswith("K"), "Must specify KO to search." | |
s = requests.Session() | |
# Fetch the list of genes linked to this accession | |
r = s.get(f"http://rest.kegg.jp/link/genes/{ko}") | |
# Make sure that we were able to fetch the list of linked genes | |
assert r.status_code == 200, f"Could not retrieve genes linked to {ko}" | |
# Store sequences in a dict | |
seqs = {} | |
# Parse the list of gene names from the data which was returned | |
gene_name_list = [ | |
l.rsplit("\t", 1)[1] | |
for l in r.text.splitlines() if "\t" in l | |
] | |
click.echo(f"Preparing to download {len(gene_name_list):,} sequences linked to {ko}") | |
# Randomly subset to 100 sequences. Change this as you like. | |
if len(gene_name_list) > 100: | |
click.echo("Subsetting to a random selection of 100") | |
shuffle(gene_name_list) | |
gene_name_list = gene_name_list[:100] | |
# Fetch each of the individual genes | |
for gene_name in gene_name_list: | |
seqs[gene_name] = _fetch_gene(s, gene_name) | |
if len(seqs) % 10 == 0: | |
click.echo(f"Fetched {len(seqs):,} gene sequences") | |
# Write out the results -- change the output file path as you like | |
with open(f"{ko}.fasta", "w") as handle: | |
handle.write("\n".join(seqs.values())) | |
# Reporting | |
click.echo(f"Wrote out {len(seqs):,} sequences to {ko}.fasta") | |
if __name__ == '__main__': | |
fetch() |
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Thanks for the enhancement, @wasade!