code: def is_autogenerated(example, scan_width=5):
      """Check if file is autogenerated by looking for keywords in the first few lines of the file."""
      keywords = [
          "auto-generated",
          "autogenerated",
          "automatically generated",
      ]
      lines = example["content"].splitlines()
      for _, line in zip(range(scan_width), lines):
          for keyword in keywords:
              if keyword in line.lower():
                  return {"autogenerated": True}
      else:
          return {"autogenerated": False}
  
imports: import gzip
  import json
  import multiprocessing
  import os
  import re
  import shutil
  import time
  from pathlib import Path
  import numpy
  from arguments import PreprocessingArguments
  from datasets import load_dataset
  from huggingface_hub.utils import insecure_hashlib
  from minhash_deduplication import deduplicate_dataset
  from transformers import AutoTokenizer, HfArgumentParser
label_desc: Use image node_id 5 for calling a global function with example usage: is_autogenerated(example, scan_width) and returns: dict, dict