code: def restore_and_write(
      samples: List[Dict[str, Any]],
      indices: List[int],
      directory: str,
      output_file: str,
  ):
      if not os.path.exists(directory):
          os.makedirs(directory)
      mixed_samples = restore_positives(
          neg_samples=samples, indices=indices
      )
      write_json_lines(
          os.path.join(directory, output_file), mixed_samples
      )
  
file_path: ParlAI/projects/roscoe/roscoe_data/restore_data.py
imports: import copy
  import json
  import os
  import random
  from typing import Any, Dict, Iterable, List, Set
  from parlai.core.params import ParlaiParser
label_desc: Use image node_id 6 for calling a global function with example usage: restore_and_write(samples, indices, directory, output_file) without return types