import argparse import os import json from datetime import datetime from io import StringIO import sys def test_watermark_extraction(extracted_txt_path, ground_truth_path): comments = [] process_success = True result_success = False try: for path, label in [(extracted_txt_path, "Extracted result"), (ground_truth_path, "Ground Truth")]: if not os.path.exists(path): comments.append(f"{label} file does not exist: {path}") process_success = False elif os.path.getsize(path) == 0: comments.append(f"{label} file is empty: {path}") process_success = False if not process_success: return process_success, result_success, "\n".join(comments) with open(extracted_txt_path, 'r', encoding='utf-8') as f: extracted_watermark = f.read().strip() with open(ground_truth_path, 'r', encoding='utf-8') as f: ground_truth = f.read().strip() if extracted_watermark == ground_truth: result_success = True comments.append("✅ Watermark extraction successful, exact match!") else: comments.append("❌ Watermark extraction failed, result does not match Ground Truth") comments.append(f"Extracted watermark: {extracted_watermark}") comments.append(f"Ground Truth: {ground_truth}") except Exception as e: process_success = False comments.append(f"System exception: {str(e)}") return process_success, result_success, "\n".join(comments) def save_result_jsonl(result_path, process_flag, result_flag, comments_text): record = { "Process": process_flag, "Result": result_flag, "TimePoint": datetime.now().isoformat(timespec="seconds"), "comments": comments_text } try: with open(result_path, 'a', encoding='utf-8') as f: json.dump(record, f, ensure_ascii=False) f.write('\n') print(f"[✅] Successfully wrote to JSONL: {result_path}") except Exception as e: print(f"[❌] Failed to write to JSONL: {e}") if __name__ == "__main__": parser = argparse.ArgumentParser(description="Evaluate watermark extraction accuracy (exact match)") parser.add_argument("--output", required=True, help="Path to extracted watermark text file") parser.add_argument("--groundtruth", required=True, help="Path to ground truth text file") parser.add_argument("--result", required=False, help="JSONL output path") args = parser.parse_args() original_stdout = sys.stdout buffer = StringIO() sys.stdout = buffer process_flag, result_flag, comments_text = test_watermark_extraction( args.output, args.groundtruth ) sys.stdout = original_stdout captured_output = buffer.getvalue() full_comments = f"{comments_text}\n{captured_output.strip()}" if args.result: save_result_jsonl(args.result, process_flag, result_flag, full_comments) print(full_comments)