'''simple docstring'''




def 							snake_case__				(     )       ->      list[list[int]]:

		'''simple docstring'''


		return [list(range(1000 - i ,  -1000 - i ,  -1					)					) for i in range(1000					)]


__lowercase        =    generate_large_matrix()
__lowercase        =    (
    [[4, 3, 2, -1], [3, 2, 1, -1], [1, 1, -1, -2], [-1, -1, -2, -3]],
    [[3, 2], [1, 0]],
    [[7, 7, 6]],
    [[7, 7, 6], [-1, -2, -3]],
    grid,
)






def 							snake_case__				(     _A:   list[list[int]]					)       ->      None:

		'''simple docstring'''


		assert all(row == sorted(_A ,  reverse=_A					) for row in grid					)
		assert all(list(_A					) == sorted(_A ,  reverse=_A					) for col in zip(*_A					)					)






def 							snake_case__				(     _A:   list[int]					)       ->      int:

		'''simple docstring'''


		lowerCAmelCase     =    0
		lowerCAmelCase     =    len(_A					) - 1

		# Edge cases such as no values or all numbers are negative.
		if not array or array[0] < 0:
				return 0

		while right + 1 > left:
				lowerCAmelCase     =    (left + right) // 2
				lowerCAmelCase     =    array[mid]

				# Num must be negative and the index must be greater than or equal to 0.
				if num < 0 and array[mid - 1] >= 0:
						return mid

				if num >= 0:
						lowerCAmelCase     =    mid + 1
				else:
						lowerCAmelCase     =    mid - 1
    # No negative numbers so return the last index of the array + 1 which is the length.
		return len(_A					)






def 							snake_case__				(     _A:   list[list[int]]					)       ->      int:

		'''simple docstring'''


		lowerCAmelCase     =    0
		lowerCAmelCase     =    len(grid[0]					)

		for i in range(len(_A					)					):
				lowerCAmelCase     =    find_negative_index(grid[i][:bound]					)
				total += bound
		return (len(_A					) * len(grid[0]					)) - total






def 							snake_case__				(     _A:   list[list[int]]					)       ->      int:

		'''simple docstring'''


		return len([number for row in grid for number in row if number < 0]					)






def 							snake_case__				(     _A:   list[list[int]]					)       ->      int:

		'''simple docstring'''


		lowerCAmelCase     =    0
		for row in grid:
				for i, number in enumerate(_A					):
						if number < 0:
								total += len(_A					) - i
								break
		return total






def 							snake_case__				(     )       ->      None:

		'''simple docstring'''


		from timeit import timeit

		print("""Running benchmarks"""					)
		lowerCAmelCase     =    (
		    """from __main__ import count_negatives_binary_search, """
		    """count_negatives_brute_force, count_negatives_brute_force_with_break, grid"""
		)
		for func in (
		    "count_negatives_binary_search",  # took 0.7727 seconds
		    "count_negatives_brute_force_with_break",  # took 4.6505 seconds
		    "count_negatives_brute_force",  # took 12.8160 seconds
		):
				lowerCAmelCase     =    timeit(f"{func}(grid=grid)" ,  setup=_A ,  number=500					)
				print(f"{func}() took {time:0.4f} seconds"					)


if __name__ == "__main__":
						import doctest

						doctest.testmod()
						benchmark()





'''simple docstring'''




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

import requests
from bsa import BeautifulSoup

__lowercase        =    {
    '''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					)       ->      int:

		'''simple docstring'''


		lowerCAmelCase     =    min(_A ,  50					)  # Prevent abuse!
		lowerCAmelCase     =    {
		    """q""": query,
		    """tbm""": """isch""",
		    """hl""": """en""",
		    """ijn""": """0""",
		}

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

		lowerCAmelCase     =    json.dumps(_A					)
		lowerCAmelCase     =    json.loads(_A					)

		lowerCAmelCase     =    re.findall(
		    r"""\[\"GRID_STATE0\",null,\[\[1,\[0,\".*?\",(.*),\"All\",""" ,  _A ,  )
		if not matched_google_image_data:
				return 0

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

		lowerCAmelCase     =    re.findall(
		    r"""(?:'|,),\[\"(https:|http.*?)\",\d+,\d+\]""" ,  _A ,  )
		for index, fixed_full_res_image in enumerate(_A					):
				if index >= max_images:
						return index
				lowerCAmelCase     =    bytes(_A ,  """ascii"""					).decode(
				    """unicode-escape"""					)
				lowerCAmelCase     =    bytes(_A ,  """ascii"""					).decode(
				    """unicode-escape"""					)
				lowerCAmelCase     =    urllib.request.build_opener()
				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""",
				    )
				]
				urllib.request.install_opener(_A					)
				lowerCAmelCase     =    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:
												__lowercase        =    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




