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import argparse | ||
import json | ||
import os | ||
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parser = argparse.ArgumentParser() | ||
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parser.add_argument('-c', type=str, help='Path to config file') | ||
parser.add_argument('-t', type=str, help='Thread count') | ||
parser.add_argument('-o', type=str, help='Output directory') | ||
parser.add_argument('-m', type=int, default=10, help='Memory limit in GB, default: 10') | ||
parser.add_argument('-i', type=str, | ||
help='[Optional] Docker image, only for development purposes') | ||
parser.add_argument('-s', type=str, default=None, help='Slurm partition') | ||
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args = parser.parse_args() | ||
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def process_configs(configs: dict) -> dict: | ||
mounts = {} | ||
for key, value in configs.items(): | ||
if isinstance(value, dict): | ||
mounts.update(process_configs(value)) | ||
else: | ||
if isinstance(value, str) and os.path.exists(value): | ||
extension = os.path.splitext(value)[1] | ||
inside_path = f"/srv/input/{key}{extension}" | ||
mounts[inside_path] = os.path.abspath(value) | ||
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configs[key] = inside_path | ||
return mounts | ||
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image = args.i if args.i else "nicotru/tf-prioritizer:master" | ||
config_path = os.path.abspath(args.c) | ||
threads = args.t | ||
output = os.path.abspath(args.o) | ||
memory = args.m | ||
slurm_partition = args.s | ||
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os.makedirs(output, exist_ok=True) | ||
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with open(config_path, 'r') as f: | ||
configs = json.load(f) | ||
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mounts = process_configs(configs) | ||
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docker_config_file = os.path.join(os.path.dirname(output), 'docker_config.json') | ||
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with open(docker_config_file, 'w') as f: | ||
json.dump(configs, f, indent=4) | ||
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volume_string = ' '.join([f'-B {v}:{k}:ro' for k, v in mounts.items()]) | ||
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internal_command = f"java -Xmx{memory}g -jar /srv/TF-Prioritizer.jar -t {threads} -o /srv/wd -c /srv/input/configs.json" | ||
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external_command = f"apptainer run " \ | ||
f" -B {docker_config_file}:/srv/input/configs.json:ro {volume_string} -B {output}:/srv/wd:rw " \ | ||
f"docker://{image} {internal_command}" | ||
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slurm_prefix = f"srun -p {slurm_partition} --cpus-per-task={threads} --mem={memory}G --output={output}/slurm-%j.out " \ | ||
f"--error={output}/slurm-%j.err" if slurm_partition else "" | ||
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if not args.i: | ||
os.system("docker image pull " + image) | ||
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os.system(slurm_prefix + external_command) |