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''' | ||
Module that deals with SRR numbers. | ||
''' | ||
from biorun.libs import placlib as plac | ||
import re, json, sys, gzip, os, subprocess | ||
from biorun import utils | ||
from itertools import * | ||
import requests | ||
from urllib.parse import urlparse | ||
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# SRR numbers: SRR5260547 | ||
SRR = re.compile(r'(ERR|SRR|DRR|SRP|ERP)\d+') | ||
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logger = utils.logger | ||
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# ENA API points | ||
ENA_API = "https://www.ebi.ac.uk/ena/portal/api" | ||
ENA_FIELDS = f"{ENA_API}/returnFields" | ||
ENA_REPORT = f"{ENA_API}/filereport" | ||
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# The download command with aria2c | ||
CMD = 'aria2c -x 5 -c --summary-interval 10' | ||
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# Match SRR numbers | ||
def match_srr(text): | ||
""" | ||
Pattern for SRR numbers. | ||
""" | ||
return bool(SRR.search(text)) | ||
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def sumbit_request(url, params={}): | ||
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try: | ||
r = requests.get(url, params=params) | ||
if not r.ok: | ||
r.raise_for_status() | ||
sys.exit() | ||
return r.text | ||
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except Exception as exc: | ||
utils.error(f"Error when searching for {srr}") | ||
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def read_lines(url, N=100): | ||
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try: | ||
r = requests.get(url, stream=True) | ||
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r.raise_for_status() | ||
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stream = gzip.open(r.raw, mode='rt', encoding='utf-8') | ||
stream = islice(stream, N) | ||
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for line in stream: | ||
yield (line) | ||
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except Exception as exc: | ||
print(f"# Error: {exc}") | ||
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# Fetch metadata | ||
def get_metadata(srr): | ||
logger.info(f"Searching Ensembl for {srr}") | ||
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url = ENA_REPORT | ||
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fields = [ | ||
'run_accession', | ||
"sample_accession", | ||
"sample_alias", | ||
"sample_description", | ||
'first_public', | ||
'country', | ||
'scientific_name', | ||
'fastq_bytes', | ||
'base_count', | ||
'read_count', | ||
'library_name', | ||
"library_strategy", | ||
"library_source", | ||
'library_layout', | ||
'instrument_platform', | ||
'instrument_model', | ||
'study_title', | ||
'fastq_ftp', | ||
] | ||
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fields = ",".join(fields) | ||
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params = dict( | ||
accession=srr, | ||
fields=fields, | ||
format='json', | ||
result='read_run', | ||
) | ||
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resp = sumbit_request(url, params=params) | ||
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try: | ||
resp = json.loads(resp) | ||
except Exception as exc: | ||
utils.error(f"JSON decoding error: {exc}") | ||
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return resp | ||
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def test_metadata(srr='ERR12058121'): | ||
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meta = get_metadata(srr=srr) | ||
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fastq_ftps = meta[0]['fastq_ftp'].split(';') | ||
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print (fastq_ftps) | ||
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@plac.pos("srr", help="the srr numbers", ) | ||
@plac.opt("dname", help="the directory name", abbrev='d') | ||
@plac.opt("prefix", help="optional prefix to the filenames", abbrev='p') | ||
@plac.opt("n", help="how many reads to download", abbrev='n') | ||
@plac.flg("all", help="download all reads", abbrev='a') | ||
def run(srr='ERR12058121', dname='reads', n=12, prefix='', all=False): | ||
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# Set the prefix | ||
prefix = prefix or srr | ||
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logger.setLevel("INFO") | ||
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# Make directory dname | ||
os.makedirs(dname, exist_ok=True) | ||
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meta = get_metadata(srr=srr) | ||
urls = meta[0]['fastq_ftp'].split(';') | ||
urls = map(lambda x: f"https://{x}", urls) | ||
urls = list(urls) | ||
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for idx, url in enumerate(urls): | ||
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fname = f"{prefix}_{idx+1}.fastq.gz" | ||
fpath = os.path.join(dname, fname) | ||
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if all: | ||
# Download all reads | ||
logger.info(f"Downloading all reads with aria2") | ||
pname = CMD.split()[0] | ||
exit_code = os.system(f"command -v {pname} > /dev/null 2>&1") | ||
if exit_code != 0: | ||
logger.error(f"Unable to run: {pname}") | ||
logger.error(f"Installation: micromamba install aria2c") | ||
sys.exit(1) | ||
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cmd = f"{CMD} -o {fpath} {url}" | ||
logger.info(f"Running: {cmd}") | ||
sys.stderr.flush() | ||
exit_code = os.system(cmd) | ||
if exit_code != 0: | ||
logger.error(f"Error when running: {cmd}") | ||
sys.exit(1) | ||
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else: | ||
# Stream to a file | ||
logger.info(f"Limit to {n} reads") | ||
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logger.info(f"Downloading {url}") | ||
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fp = gzip.open(fpath, mode='wb') | ||
stream = read_lines(url, N=4) | ||
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logger.info(f"Saving to {fpath}") | ||
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for line in stream: | ||
line = line.encode("utf-8") | ||
fp.write(line) | ||
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if __name__ == '__main__': | ||
plac.call(run) | ||
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