import pathlib import tqdm import click import csv from datetime import datetime import signal from pylingual.decompiler import decompile @click.command(help= "Evaluation script for pylingual") @click.argument("pyc_list") @click.argument("out_dir") def main(pyc_list, out_dir): start_time = datetime.now() def timeout_handler(signum, frame): raise TimeoutError() signal.signal(signal.SIGALRM, timeout_handler) pyc_list = pathlib.Path(pyc_list) out_dir = pathlib.Path(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.read_text().splitlines()] 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()