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import datetime | |
import os | |
import shutil | |
import subprocess | |
import tempfile | |
import uuid | |
import logging | |
def configure_logging(level=None): | |
if level is None: | |
level = getattr(logging, os.environ.get("LOG_LEVEL", "INFO")) | |
# Note that this sets the universal logger, | |
# which includes other libraries. | |
logging.basicConfig( | |
level=level, | |
format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', | |
handlers=[ | |
logging.StreamHandler(), # Outputs logs to stderr by default | |
# If you also want to log to a file, uncomment the following line: | |
# logging.FileHandler('my_app.log', mode='a', encoding='utf-8') | |
] | |
) | |
def run_cli_command(protein_path: str, ligand: str, samples_per_complex: int, | |
keep_local_structures: bool, save_visualisation: bool, work_dir=None): | |
if work_dir is None: | |
work_dir = os.environ.get("DiffDock-Pocket-Dir", | |
os.path.join(os.environ["HOME"], "DiffDock-Pocket")) | |
command = ["python3", "inference.py", f"--protein_path={protein_path}", f"--ligand={ligand}", | |
f"--samples_per_complex={samples_per_complex}"] | |
# Adding boolean arguments only if they are True | |
if keep_local_structures: | |
command.append("--keep_local_structures") | |
if save_visualisation: | |
command.append("--save_visualisation") | |
with tempfile.TemporaryDirectory() as temp_dir: | |
temp_dir_path = temp_dir | |
logging.debug(f"temp dir: {temp_dir}") | |
command.append(f"--out_dir={temp_dir_path}") | |
# Convert command list to string for printing | |
command_str = " ".join(command) | |
logging.info(f"Executing command: {command_str}") | |
# Running the command | |
try: | |
result = subprocess.run( | |
command, cwd=work_dir, check=False, text=True, capture_output=True, env=os.environ | |
) | |
logging.debug(f"Command output:\n{result.stdout}") | |
if result.stderr: | |
logging.error(f"Command error:\n{result.stderr}") | |
except subprocess.CalledProcessError as e: | |
logging.error(f"An error occurred while executing the command: {e}") | |
# Zip the output directory | |
# Generate a unique filename using a timestamp and a UUID | |
timestamp = datetime.datetime.now().strftime("%Y%m%d_%H%M%S") | |
uuid_tag = str(uuid.uuid4())[0:8] | |
unique_filename = f"output_{timestamp}_{uuid_tag}" | |
zip_base_name = os.path.join("tmp", unique_filename) | |
full_zip_path = shutil.make_archive(zip_base_name, 'zip', temp_dir) | |
logging.debug(f"Directory '{temp_dir}' zipped to '{full_zip_path}'") | |
return full_zip_path | |
if False and __name__ == "__main__": | |
# Testing code | |
work_dir = os.path.expanduser("~/Projects/DiffDock-Pocket") | |
os.environ["DiffDock-Pocket-Dir"] = work_dir | |
protein_path = os.path.join(work_dir, "example_data", "3dpf_protein.pdb") | |
ligand = os.path.join(work_dir, "example_data", "3dpf_ligand.sdf") | |
run_cli_command(protein_path, ligand, samples_per_complex=1, | |
keep_local_structures=True, save_visualisation=True) | |