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#!/usr/bin/env python
# File created on 09 Feb 2010
from __future__ import division
__author__ = "Greg Caporaso"
__copyright__ = "Copyright 2011, The QIIME Project"
__credits__ = ["Greg Caporaso"]
__license__ = "GPL"
__version__ = "1.4.0"
__maintainer__ = "Greg Caporaso"
__email__ = "gregcaporaso@gmail.com"
__status__ = "Release"
from qiime.util import make_option
from os import popen, system, mkdir, makedirs
from os.path import split, splitext, join
from subprocess import check_call, CalledProcessError
from qiime.util import get_tmp_filename
from cogent.app.formatdb import build_blast_db_from_fasta_path
from qiime.parallel.util import split_fasta, get_random_job_prefix, write_jobs_file,\
submit_jobs, compute_seqs_per_file, build_filepaths_from_filepaths,\
get_poller_command, get_rename_command, write_filepaths_to_file,\
write_merge_map_file_assign_taxonomy
from qiime.parallel.assign_taxonomy_blast import get_job_commands
from qiime.util import parse_command_line_parameters, get_options_lookup,\
get_qiime_scripts_dir, load_qiime_config
qiime_config = load_qiime_config()
options_lookup = get_options_lookup()
default_reference_seqs_fp = qiime_config['assign_taxonomy_reference_seqs_fp']
default_id_to_taxonomy_fp = qiime_config['assign_taxonomy_id_to_taxonomy_fp']
script_info={}
script_info['brief_description']="""Parallel taxonomy assignment using BLAST"""
script_info['script_description']="""This script performs like the assign_taxonomy.py script, but is intended to make use of multicore/multiprocessor environments to perform analyses in parallel."""
script_info['script_usage']=[]
script_info['script_usage'].append(("""Example""","""Assign taxonomy to all sequences in the input file (-i) via five (-O) independent jobs using BLAST with the id to taxonomy mapping file (-t) and reference sequence template file (-r), and write the results (-o) to /home/qiime_user/out/. BE SURE TO SPECIFY FULL PATHS!""","""%prog -O 5 -i /home/qiime_user/inseqs.fasta -t /home/qiime_user/at_id_to_taxonomy.txt -r /home/qiime_user/at_refseqs.fasta -o /home/qiime_user/out/"""))
script_info['output_description']="""Mapping of sequence identifiers to taxonomy and quality scores."""
script_info['required_options'] = [\
make_option('-i','--input_fasta_fp',action='store',\
type='string',help='full path to '+\
'input_fasta_fp [REQUIRED]'),\
make_option('-o','--output_dir',action='store',\
type='string',help='full path to store output files '+\
'[REQUIRED]')
]
script_info['optional_options'] = [\
make_option('-r','--reference_seqs_fp',action='store',\
help='Ref seqs to blast against. Must provide either --blast_db or '
'--reference_seqs_db for assignment with blast [default: %s]' \
% default_reference_seqs_fp,
default=default_reference_seqs_fp),\
make_option('-b', '--blast_db',
help='Database to blast against. Must provide either --blast_db or '
'--reference_seqs_db for assignment with blast [default: %default]'),\
make_option('-e', '--e_value', type='float',
help='Maximum e-value to record an assignment, only used for blast '
'method [default: %default]',default=0.001),\
make_option('-B','--blastmat_dir',action='store',\
type='string',help='full path to directory containing '+\
'blastmat file [default: %default]',\
default=qiime_config['blastmat_dir']),\
make_option('-N','--assign_taxonomy_fp',action='store',\
type='string',help='full path to '+\
'scripts/assign_taxonomy.py [default: %default]',\
default=join(get_qiime_scripts_dir(),'assign_taxonomy.py')),\
options_lookup['jobs_to_start'],\
options_lookup['poller_fp'],\
options_lookup['retain_temp_files'],\
options_lookup['suppress_submit_jobs'],\
options_lookup['poll_directly'],\
options_lookup['cluster_jobs_fp'],\
options_lookup['suppress_polling'],\
options_lookup['job_prefix'],\
options_lookup['python_exe_fp'],\
options_lookup['seconds_to_sleep']\
]
if default_id_to_taxonomy_fp:
script_info['optional_options'].append(\
make_option('-t','--id_to_taxonomy_fp',action='store',\
type='string',help='full path to '+\
'id_to_taxonomy mapping file [default: %s]' % default_id_to_taxonomy_fp,
default=default_id_to_taxonomy_fp))
else:
script_info['required_options'].append(\
make_option('-t','--id_to_taxonomy_fp',action='store',\
type='string',help='full path to '+\
'id_to_taxonomy mapping file [REQUIRED]'))
script_info['version'] = __version__
def main():
option_parser, opts, args = parse_command_line_parameters(**script_info)
if not (opts.reference_seqs_fp or opts.blast_db):
option_parser.error('Either a blast db (via -b) or a collection of '
'reference sequences (via -r) must be passed to '
'assign taxonomy using blast.')
# create local copies of command-line options
python_exe_fp = opts.python_exe_fp
assign_taxonomy_fp = opts.assign_taxonomy_fp
path_to_cluster_jobs = opts.cluster_jobs_fp
input_fasta_fp = opts.input_fasta_fp
e_value = opts.e_value
blast_db = opts.blast_db
jobs_to_start = opts.jobs_to_start
output_dir = opts.output_dir
reference_seqs_fp = opts.reference_seqs_fp
id_to_taxonomy_fp = opts.id_to_taxonomy_fp
blastmat_fp = opts.blastmat_dir
poller_fp = opts.poller_fp
retain_temp_files = opts.retain_temp_files
suppress_polling = opts.suppress_polling
seconds_to_sleep = opts.seconds_to_sleep
poll_directly = opts.poll_directly
created_temp_paths = []
# split the input filepath into directory and filename, base filename and
# extension
input_dir, input_fasta_fn = split(input_fasta_fp)
input_file_basename, input_fasta_ext = splitext(input_fasta_fn)
# set the job_prefix either based on what the user passed in,
# or a random string beginning with BTA (BlastTaxonAssigner)
job_prefix = opts.job_prefix or get_random_job_prefix('BTA')
# A temporary output directory is created in output_dir named
# job_prefix. Output files are then moved from the temporary
# directory to the output directory when they are complete, allowing
# a poller to detect when runs complete by the presence of their
# output files.
working_dir = '%s/%s' % (output_dir,job_prefix)
try:
makedirs(working_dir)
created_temp_paths.append(working_dir)
except OSError:
# working dir already exists
pass
# compute the number of sequences that should be included in
# each file after splitting the input fasta file
num_seqs_per_file = compute_seqs_per_file(input_fasta_fp,jobs_to_start)
# Build the blast database from the reference_seqs_fp -- all procs
# will then access one db rather than create one per proc
if not blast_db:
blast_db, db_files_to_remove = \
build_blast_db_from_fasta_path(reference_seqs_fp)
created_temp_paths += db_files_to_remove
else:
db_files_to_remove = []
# split the fasta files and get the list of resulting files
tmp_fasta_fps =\
split_fasta(open(input_fasta_fp),num_seqs_per_file,job_prefix,output_dir)
created_temp_paths += tmp_fasta_fps
# build the filepath for the 'jobs script'
jobs_fp = '%s/%sjobs.txt' % (output_dir, job_prefix)
created_temp_paths.append(jobs_fp)
# generate the list of commands to be pushed out to nodes
commands, job_result_filepaths = \
get_job_commands(python_exe_fp,assign_taxonomy_fp,id_to_taxonomy_fp,\
e_value,blast_db,job_prefix,\
blastmat_fp,tmp_fasta_fps,output_dir,working_dir)
created_temp_paths += job_result_filepaths
# Set up poller apparatus if the user does not suppress polling
if not suppress_polling:
# Write the list of files which must exist for the jobs to be
# considered complete
expected_files_filepath = '%s/expected_out_files.txt' % working_dir
write_filepaths_to_file(job_result_filepaths,expected_files_filepath)
created_temp_paths.append(expected_files_filepath)
# Write the mapping file which described how the output files from
# each job should be merged into the final output files
merge_map_filepath = '%s/merge_map.txt' % working_dir
write_merge_map_file_assign_taxonomy(job_result_filepaths,output_dir,\
merge_map_filepath,input_file_basename)
created_temp_paths.append(merge_map_filepath)
# Create the filepath listing the temporary files to be deleted,
# but don't write it yet
deletion_list_filepath = '%s/deletion_list.txt' % working_dir
created_temp_paths.append(deletion_list_filepath)
# Generate the command to run the poller, and the list of temp files
# created by the poller
if not poll_directly:
poller_command, poller_result_filepaths =\
get_poller_command(python_exe_fp,poller_fp,expected_files_filepath,\
merge_map_filepath,deletion_list_filepath,\
seconds_to_sleep=seconds_to_sleep)
created_temp_paths += poller_result_filepaths
# append the poller command to the list of job commands
commands.append(poller_command)
else:
poller_command, poller_result_filepaths =\
get_poller_command(python_exe_fp,poller_fp,\
expected_files_filepath,merge_map_filepath,\
deletion_list_filepath,seconds_to_sleep=seconds_to_sleep,\
command_prefix='',command_suffix='')
created_temp_paths += poller_result_filepaths
if not retain_temp_files:
# If the user wants temp files deleted, now write the list of
# temp files to be deleted
write_filepaths_to_file(created_temp_paths,deletion_list_filepath)
else:
# Otherwise just write an empty file
write_filepaths_to_file([],deletion_list_filepath)
# write the commands to the 'jobs files'
write_jobs_file(commands,job_prefix=job_prefix,jobs_fp=jobs_fp)
# submit the jobs file using cluster_jobs, if not suppressed by the
# user
if not opts.suppress_submit_jobs:
submit_jobs(path_to_cluster_jobs,jobs_fp,job_prefix)
if poll_directly:
try:
check_call(poller_command.split())
except CalledProcessError, e:
print '**Error occuring when calling the poller directly. '+\
'Jobs may have been submitted, but are not being polled.'
print str(e)
exit(-1)
if __name__ == "__main__":
main()
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