import warnings import argparse import json import csv import os from plapt import Plapt warnings.filterwarnings("ignore") def write_json(results, filename): with open(filename, 'w') as json_file: json.dump(results, json_file) def write_csv(results, filename): with open(filename, 'w', newline='') as csv_file: writer = csv.writer(csv_file) for result in results: writer.writerow([result]) def determine_format_and_update_filename(output_arg, format_arg): if output_arg: _, ext = os.path.splitext(output_arg) if ext not in [".csv", ".json"]: output_arg += f".{format_arg or 'json'}" return output_arg, (format_arg or "json" if not ext else ext[1:]) return None, "json" def main(): parser = argparse.ArgumentParser(description="Predict affinity using Plapt.") parser.add_argument("-t", "--target", nargs="+", required=True, help="The target protein sequence") parser.add_argument("-m", "--smiles", nargs="+", required=True, help="List of SMILES strings") parser.add_argument("-o", "--output", help="Optional output file path") parser.add_argument("-f", "--format", choices=["json", "csv"], help="Optional output file format; required if output is specified without an extension") args = parser.parse_args() plapt = Plapt() results = plapt.predict_affinity(args.target[0], args.smiles) args.output, output_format = determine_format_and_update_filename(args.output, args.format) if args.output: if output_format == "json": write_json(results, args.output) elif output_format == "csv": write_csv(results, args.output) print(f"Output written to {args.output}") else: print(results) if __name__ == "__main__": main()