
'''simple docstring'''
import json
import os
import re
import sys
import urllib.request

import requests
from bsa import BeautifulSoup

__lowerCAmelCase					=			{
    '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    __SCREAMING_SNAKE_CASE (    _SCREAMING_SNAKE_CASE = "dhaka"				,   _SCREAMING_SNAKE_CASE = 5 ):
							_snake_case  =    min(_lowercase				,   50 )  # Prevent abuse!
							_snake_case  =    {
							    """q""": query,
							    """tbm""": """isch""",
							    """hl""": """en""",
							    """ijn""": """0""",
							}

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

							_snake_case  =    json.dumps(_lowercase )
							_snake_case  =    json.loads(_lowercase )

							_snake_case  =    re.findall(
							    R"""\[\"GRID_STATE0\",null,\[\[1,\[0,\".*?\",(.*),\"All\","""				,   _lowercase				,   )
							if not matched_google_image_data:
														return 0

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

							_snake_case  =    re.findall(
							    R"""(?:\'|,),\[\"(https:|http.*?)\",\d+,\d+\]"""				,   _lowercase				,   )
							for index, fixed_full_res_image in enumerate(_lowercase ):
														if index >= max_images:
																					return index
														_snake_case  =    bytes(_lowercase				,   """ascii""" ).decode(
														    """unicode-escape""" )
														_snake_case  =    bytes(_lowercase				,   """ascii""" ).decode(
														    """unicode-escape""" )
														_snake_case  =    urllib.request.build_opener()
														_snake_case  =    [
														    (
														        """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(_lowercase )
														_snake_case  =    f"""query_{query.replace(" "				,   "_" )}"""
														if not os.path.exists(_lowercase ):
																					os.makedirs(_lowercase )
														urllib.request.urlretrieve(  # noqa: S310
														    _lowercase				,   f"""{path_name}/original_size_img_{index}.jpg""" )
							return index


if __name__ == "__main__":
				try:
								__lowerCAmelCase					=			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

import argparse
import shlex

import runhouse as rh


if __name__ == "__main__":
 # Refer to https://runhouse-docs.readthedocs-hosted.com/en/latest/api/python/cluster.html#hardware-setup for cloud access
 # setup instructions, if using on-demand hardware

 # If user passes --user <user> --host <host> --key_path <key_path> <example> <args>, fill them in as BYO cluster
 # If user passes --instance <instance> --provider <provider> <example> <args>, fill them in as on-demand cluster
 # Throw an error if user passes both BYO and on-demand cluster args
 # Otherwise, use default values
 _snake_case      = argparse.ArgumentParser()
 parser.add_argument('''--user''', type=str, default='''ubuntu''')
 parser.add_argument('''--host''', type=str, default='''localhost''')
 parser.add_argument('''--key_path''', type=str, default=None)
 parser.add_argument('''--instance''', type=str, default='''V100:1''')
 parser.add_argument('''--provider''', type=str, default='''cheapest''')
 parser.add_argument('''--use_spot''', type=bool, default=False)
 parser.add_argument('''--example''', type=str, default='''pytorch/text-generation/run_generation.py''')
 _snake_case  ,      _snake_case      = parser.parse_known_args()
 if args.host != "localhost":
  if args.instance != "V100:1" or args.provider != "cheapest":
   raise ValueError('''Cannot specify both BYO and on-demand cluster args''')
  _snake_case      = rh.cluster(
      name='''rh-cluster''', ips=[args.host], ssh_creds={'''ssh_user''': args.user, '''ssh_private_key''': args.key_path}
  )
 else:
  _snake_case      = rh.cluster(
      name='''rh-cluster''', instance_type=args.instance, provider=args.provider, use_spot=args.use_spot
  )
 _snake_case      = args.example.rsplit('''/''', 1)[0]

 # Set up remote environment
 cluster.install_packages(['''pip:./'''])  # Installs transformers from local source
 # Note transformers is copied into the home directory on the remote machine, so we can install from there
 cluster.run([F"pip install -r transformers/examples/{example_dir}/requirements.txt"])
 cluster.run(['''pip install torch --upgrade --extra-index-url https://download.pytorch.org/whl/cu117'''])

 # Run example. You can bypass the CLI wrapper and paste your own code here.
 cluster.run([F"python transformers/examples/{args.example} {' '.join(shlex.quote(arg) for arg in unknown)}"])

 # Alternatively, we can just import and run a training function (especially if there's no wrapper CLI):
 # from my_script... import train
 # reqs = ['pip:./', 'torch', 'datasets', 'accelerate', 'evaluate', 'tqdm', 'scipy', 'scikit-learn', 'tensorboard']
 # launch_train_gpu = rh.function(fn=train,
 #                                system=gpu,
 #                                reqs=reqs,
 #                                name='train_bert_glue')
 #
 # We can pass in arguments just like we would to a function:
 # launch_train_gpu(num_epochs = 3, lr = 2e-5, seed = 42, batch_size = 16
 #                  stream_logs=True)


