


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

import requests
from bsa import BeautifulSoup

_lowerCAmelCase:						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'
}






def   _lowercase(					__a				:						str = "dhaka"    ,     __a				:						int = 5     ):
							a__      =min(__a    ,     50     )  # Prevent abuse!
							a__      ={
							    'q': query,
							    'tbm': 'isch',
							    'hl': 'en',
							    'ijn': '0',
							}

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

							a__      =json.dumps(__a     )
							a__      =json.loads(__a     )

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

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

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





from manim import *




class       lowercase_					(lowercase__   ):





				def 						__UpperCamelCase    (				self)  -> List[Any]:
											a__      =Rectangle(height=0.5       ,  width=0.5)
											a__      =Rectangle(height=0.46       ,  width=0.46).set_stroke(width=0)

											a__      =[mem.copy() for i in range(6)]
											a__      =[mem.copy() for i in range(6)]
											a__      =VGroup(*lowercase_).arrange(lowercase_       ,  buff=0)
											a__      =VGroup(*lowercase_).arrange(lowercase_       ,  buff=0)
											a__      =VGroup(lowercase_       ,  lowercase_).arrange(lowercase_       ,  buff=0)
											a__      =Text('CPU'       ,  font_size=24)
											a__      =Group(lowercase_       ,  lowercase_).arrange(lowercase_       ,  buff=0.5       ,  aligned_edge=lowercase_)
											cpu.move_to([-2.5, -0.5, 0])
											self.add(lowercase_)

											a__      =[mem.copy() for i in range(4)]
											a__      =VGroup(*lowercase_).arrange(lowercase_       ,  buff=0)
											a__      =Text('GPU'       ,  font_size=24)
											a__      =Group(lowercase_       ,  lowercase_).arrange(lowercase_       ,  buff=0.5       ,  aligned_edge=lowercase_)
											gpu.move_to([-1, -1, 0])
											self.add(lowercase_)

											a__      =[mem.copy() for i in range(6)]
											a__      =VGroup(*lowercase_).arrange(lowercase_       ,  buff=0)

											a__      =Text('Model'       ,  font_size=24)
											a__      =Group(lowercase_       ,  lowercase_).arrange(lowercase_       ,  buff=0.5       ,  aligned_edge=lowercase_)
											model.move_to([3, -1.0, 0])
											self.add(lowercase_)

											a__      =[]
											for i, rect in enumerate(lowercase_):
																		rect.set_stroke(lowercase_)
																		# target = fill.copy().set_fill(YELLOW, opacity=0.7)
																		# target.move_to(rect)
																		# self.add(target)

																		a__      =Rectangle(height=0.46 / 4       ,  width=0.46 / 3).set_stroke(width=0.0).set_fill(lowercase_       ,  opacity=0.7)

																		if i == 0:
																									cpu_target.next_to(cpu_left_col_base[0].get_corner(DOWN + LEFT)       ,  buff=0.02       ,  direction=lowercase_)
																									cpu_target.set_x(cpu_target.get_x() + 0.1)
																		elif i == 3:
																									cpu_target.next_to(cpu_targs[0]       ,  direction=lowercase_       ,  buff=0.0)
																		else:
																									cpu_target.next_to(cpu_targs[i - 1]       ,  direction=lowercase_       ,  buff=0.0)
																		self.add(lowercase_)
																		cpu_targs.append(lowercase_)

											a__      =[mem.copy() for i in range(6)]
											a__      =VGroup(*lowercase_).arrange(lowercase_       ,  buff=0)

											a__      =Text('Loaded Checkpoint'       ,  font_size=24)
											a__      =Group(lowercase_       ,  lowercase_).arrange(lowercase_       ,  aligned_edge=lowercase_       ,  buff=0.4)
											checkpoint.move_to([3, 0.5, 0])

											a__      =Square(side_length=2.2)
											key.move_to([-5, 2, 0])

											a__      =MarkupText(
											    F"""<b>Key:</b>\n\n<span fgcolor='{YELLOW}'>●</span> Empty Model"""       ,  font_size=18       ,  )

											key_text.move_to([-5, 2.4, 0])

											self.add(lowercase_       ,  lowercase_)

											a__      =MarkupText(
											    F"""<span fgcolor='{BLUE}'>●</span> Checkpoint"""       ,  font_size=18       ,  )

											blue_text.next_to(lowercase_       ,  DOWN * 2.4       ,  aligned_edge=key_text.get_left())

											a__      =MarkupText(
											    F"""Next, a <i><span fgcolor=\"{BLUE}\">second</span></i> model is loaded into memory,\nwith the weights of a <span fgcolor=\"{BLUE}\">single shard</span>."""       ,  font_size=24       ,  )
											step_a.move_to([2, 2, 0])
											self.play(Write(lowercase_)       ,  Write(lowercase_))

											self.play(Write(lowercase_       ,  run_time=1)       ,  Create(lowercase_       ,  run_time=1))

											a__      =[]
											a__      =[]
											for i, rect in enumerate(lowercase_):
																		a__      =fill.copy().set_fill(lowercase_       ,  opacity=0.7)
																		target.move_to(lowercase_)
																		first_animations.append(GrowFromCenter(lowercase_       ,  run_time=1))

																		a__      =target.copy()
																		cpu_target.generate_target()
																		if i < 5:
																									cpu_target.target.move_to(cpu_left_col_base[i + 1])
																		else:
																									cpu_target.target.move_to(cpu_right_col_base[i - 5])
																		second_animations.append(MoveToTarget(lowercase_       ,  run_time=1.5))

											self.play(*lowercase_)
											self.play(*lowercase_)
											self.wait()

