
'''simple docstring'''

import json
import os
import re
import sys
import urllib.request

import requests
from bsa import BeautifulSoup

__snake_case:  Optional[int]								=			{
    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36"
    " (KHTML, like Gecko) Chrome/70.0.3538.102 Safari/537.36 Edge/18.19582"
}






def 	_snake_case						(      A_       :    str = "dhaka"     ,		A_       :    int = 5   ):
  """simple docstring"""







  a_      :	int      =							min(A_     ,		50   )  # Prevent abuse!
  a_      :	Union[str, Any]      =							{
      """q""": query,
      """tbm""": """isch""",
      """hl""": """en""",
      """ijn""": """0""",
  }

  a_      :	int      =							requests.get("""https://www.google.com/search"""     ,		params=A_     ,		headers=A_   )
  a_      :	Dict      =							BeautifulSoup(html.text     ,		"""html.parser"""   )
  a_      :	List[str]      =							"""""".join(
      re.findall(R"""AF_initDataCallback\(([^<]+)\);"""     ,		str(soup.select("""script"""   )   )   )   )

  a_      :	Optional[int]      =							json.dumps(A_   )
  a_      :	Union[str, Any]      =							json.loads(A_   )

  a_      :	Optional[int]      =							re.findall(
      R"""\[\"GRID_STATE0\",null,\[\[1,\[0,\".*?\",(.*),\"All\","""     ,		A_     ,		)
  if not matched_google_image_data:
    return 0

  a_      :	Optional[int]      =							re.sub(
      R"""\[\"(https\:\/\/encrypted-tbn0\.gstatic\.com\/images\?.*?)\",\d+,\d+\]"""     ,		""""""     ,		str(A_   )     ,		)

  a_      :	Union[str, Any]      =							re.findall(
      R"""(?:'|,),\[\"(https:|http.*?)\",\d+,\d+\]"""     ,		A_     ,		)
  for index, fixed_full_res_image in enumerate(A_   ):
    if index >= max_images:
      return index
    a_      :	List[str]      =							bytes(A_     ,		"""ascii"""   ).decode(
        """unicode-escape"""   )
    a_      :	int      =							bytes(A_     ,		"""ascii"""   ).decode(
        """unicode-escape"""   )
    a_      :	int      =							urllib.request.build_opener()
    a_      :	Optional[Any]      =							[
        (
            """User-Agent""",
            """Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36"""
            """ (KHTML, like Gecko) Chrome/70.0.3538.102 Safari/537.36 Edge/18.19582""",
        )
    ]
    urllib.request.install_opener(A_   )
    a_      :	Optional[int]      =							f'''query_{query.replace(' '     ,		'_'   )}'''
    if not os.path.exists(A_   ):
      os.makedirs(A_   )
    urllib.request.urlretrieve(  # noqa: S310
        A_     ,		f'''{path_name}/original_size_img_{index}.jpg'''   )
  return index


if __name__ == "__main__":
    try:
        __snake_case:  Union[str, Any]								=			download_images_from_google_query(sys.argv[1])
        print(F"""{image_count} images were downloaded to disk.""")
    except IndexError:
        print("Please provide a search term.")
        raise




'''simple docstring'''

from torch import nn






def 	_snake_case						(      A_       :    Dict   ):
  """simple docstring"""







  if act_fn in ["swish", "silu"]:
    return nn.SiLU()
  elif act_fn == "mish":
    return nn.Mish()
  elif act_fn == "gelu":
    return nn.GELU()
  else:
    raise ValueError(f'''Unsupported activation function: {act_fn}'''   )


