code: def download_image(row):
      fname = _file_name(row)
      # Skip Already downloaded, retry others later
      if os.path.isfile(fname):
          row["status"] = 200
          row["file"] = fname
          row["mimetype"] = magic.from_file(row["file"], mime=True)
          row["size"] = os.stat(row["file"]).st_size
          return row
  
      try:
          # use smaller timeout to skip errors, but can result in failed downloads
          response = requests.get(
              row["url"],
              stream=False,
              timeout=5,
              allow_redirects=True,
              headers=headers,
          )
          row["status"] = response.status_code
          # row['headers'] = dict(response.headers)
      except Exception as e:
          # log errors later, set error as 408 timeout
          row["status"] = 408
          return row
  
      if response.ok:
          try:
              # some sites respond with gzip transport encoding
              response.raw.decode_content = True
              img = resize_img(io.BytesIO(response.content))
              img.save(fname)
  
              row["mimetype"] = magic.from_file(fname, mime=True)
              row["size"] = os.stat(fname).st_size
  
          except Exception as e:
              #     # This is if it times out during a download or decode
              row["status"] = 408
  
      row["file"] = fname
      return row
  
imports: import time
  from PIL import Image
  from lavis.common.utils import get_abs_path, get_cache_path
  from multiprocessing import Pool
  from omegaconf import OmegaConf
  from pathlib import Path
  from torchvision.transforms import functional
  from tqdm import tqdm
  import glob
  import io
  import json
  import magic
  import numpy
  import os
  import pandas
  import requests
  import shelve
  import zlib
label_desc: Use image node_id 7 for calling a global function with example usage: download_image(row) and returns: row, row, row