import pathlib import tqdm import click import csv from typing import TextIO from datetime import datetime import signal from pylingual.decompiler import decompile @click.command(help="Evaluation script for pylingual") @click.argument("pyc_list", type=click.File("r")) @click.argument("out_dir", type=click.Path(file_okay=False, dir_okay=True, writable=True, path_type=pathlib.Path)) def main(pyc_list: TextIO, out_dir: pathlib.Path): start_time = datetime.now() def timeout_handler(signum, frame): raise TimeoutError() signal.signal(signal.SIGALRM, timeout_handler) out_dir = out_dir / f"pylingual-{datetime.now().strftime('%Y-%m-%d_%H-%M-%S')}" pyc_files = [pathlib.Path(pyc_path_line.strip()) for pyc_path_line in pyc_list.readlines()] out_dir.mkdir(parents=True, exist_ok=True) evaluation_results_file = out_dir / "evaluation_results.csv" evaluation_results_stream = evaluation_results_file.open("w", newline="") evaluation_writer = csv.DictWriter(evaluation_results_stream, fieldnames=["pyc_file", "py_file", "identifier", "success", "category", "notes"]) evaluation_writer.writeheader() # decompile all the pyc files total_files_succeeded = 0 total_files_attempted = 0 for pyc_file in (evaluation_progress := tqdm.tqdm(pyc_files)): decompiler_results_dir = out_dir / "decompilation_results" decompiler_results_dir.mkdir(parents=True, exist_ok=True) target_out_dir = decompiler_results_dir / pyc_file.parent.name identifier = str(pyc_file).split("/")[-2] # update progress bar if total_files_attempted > 0: evaluation_progress.set_postfix( { "file_success": f"{total_files_succeeded}/{total_files_attempted} ({total_files_succeeded / total_files_attempted:.2%})", } ) total_files_attempted += 1 # decompile the file try: signal.alarm(300) # 5-minute timeout for decompiling one file py_file = decompile(pyc_file, target_out_dir) signal.alarm(0) # success; disable timer except Exception as err: signal.alarm(0) evaluation_writer.writerow({"pyc_file": pyc_file, "py_file": "", "identifier": "FILE", "success": False, "category": "DECOMPILER ERROR", "notes": repr(err)}) continue if all([result.success for result in py_file.equivalence_results]): evaluation_writer.writerow({"pyc_file": pyc_file, "py_file": pyc_file.parent.name, "identifier": "FILE", "success": True, "category": "Equal", "notes": ""}) total_files_succeeded += 1 else: evaluation_writer.writerow({"pyc_file": pyc_file, "py_file": pyc_file.parent.name, "identifier": "FILE", "success": False, "category": "Different", "notes": ""}) evaluation_writer.writerows({"pyc_file": pyc_file, "py_file": pyc_file.parent.name, "identifier": identifier, "success": result.success, "notes": ""} for result in py_file.equivalence_results) evaluation_results_stream.close() elapsed_time = datetime.now() - start_time with open(out_dir / "elapsed_time.txt", "w") as time_file: time_file.write(f"Elapsed Time: {str(elapsed_time)}\n") time_file.write(f"File success: {total_files_succeeded}/{total_files_attempted} {total_files_succeeded / total_files_attempted:.2%}") if __name__ == "__main__": main()