code: def _compare_dataset_description_preprocess(
      reports: List[BaseDescription],
  ) -> Tuple[List[str], List[BaseDescription]]:
      labels = [report.analysis.title for report in reports]
      return labels, reports
  
imports: import json
  import warnings
  from dataclasses import asdict
  from typing import Any, List, Optional, Tuple, Union
  import pandas
  from dacite import from_dict
  from ydata_profiling.config import Correlation, Settings
  from ydata_profiling.model import BaseDescription
  from ydata_profiling.model.alerts import Alert
  from ydata_profiling.profile_report import ProfileReport
label_desc: Use image node_id 10 for calling a global function with example usage: _compare_dataset_description_preprocess(reports) and returns: labels,  reports