



'''simple docstring'''



from manim import *





class _UpperCamelCase		(     A		):





				'''simple docstring'''





				def 				__lowerCamelCase     (							self  :  Tuple):







											'''simple docstring'''

											__lowercase       	=Rectangle(height=0.5  ,       width=0.5)
											__lowercase       	=Rectangle(height=0.46  ,       width=0.46).set_stroke(width=0)

											__lowercase       	=[mem.copy() for i in range(6)]
											__lowercase       	=[mem.copy() for i in range(6)]
											__lowercase       	=VGroup(*_lowerCAmelCase).arrange(_lowerCAmelCase  ,       buff=0)
											__lowercase       	=VGroup(*_lowerCAmelCase).arrange(_lowerCAmelCase  ,       buff=0)
											__lowercase       	=VGroup(_lowerCAmelCase  ,       _lowerCAmelCase).arrange(_lowerCAmelCase  ,       buff=0)
											__lowercase       	=Text('CPU'  ,       font_size=2_4)
											__lowercase       	=Group(_lowerCAmelCase  ,       _lowerCAmelCase).arrange(_lowerCAmelCase  ,       buff=0.5  ,       aligned_edge=_lowerCAmelCase)
											cpu.move_to([-2.5, -0.5, 0])
											self.add(_lowerCAmelCase)

											__lowercase       	=[mem.copy() for i in range(4)]
											__lowercase       	=VGroup(*_lowerCAmelCase).arrange(_lowerCAmelCase  ,       buff=0)
											__lowercase       	=Text('GPU'  ,       font_size=2_4)
											__lowercase       	=Group(_lowerCAmelCase  ,       _lowerCAmelCase).arrange(_lowerCAmelCase  ,       buff=0.5  ,       aligned_edge=_lowerCAmelCase)
											gpu.move_to([-1, -1, 0])
											self.add(_lowerCAmelCase)

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

											__lowercase       	=Text('Model'  ,       font_size=2_4)
											__lowercase       	=Group(_lowerCAmelCase  ,       _lowerCAmelCase).arrange(_lowerCAmelCase  ,       buff=0.5  ,       aligned_edge=_lowerCAmelCase)
											model.move_to([3, -1.0, 0])
											self.add(_lowerCAmelCase)

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

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

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

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

											__lowercase       	=Text('Loaded Checkpoint'  ,       font_size=2_4)
											__lowercase       	=Group(_lowerCAmelCase  ,       _lowerCAmelCase).arrange(_lowerCAmelCase  ,       aligned_edge=_lowerCAmelCase  ,       buff=0.4)
											checkpoint.move_to([3, 0.5, 0])

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

											__lowercase       	=MarkupText(
											    f"""<b>Key:</b>\n\n<span fgcolor='{YELLOW}'>●</span> Empty Model"""  ,       font_size=1_8  ,       )

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

											self.add(_lowerCAmelCase  ,       _lowerCAmelCase)

											__lowercase       	=MarkupText(
											    f"""<span fgcolor='{BLUE}'>●</span> Checkpoint"""  ,       font_size=1_8  ,       )

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

											__lowercase       	=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=2_4  ,       )
											step_a.move_to([2, 2, 0])
											self.play(Write(_lowerCAmelCase)  ,       Write(_lowerCAmelCase))

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

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

																		__lowercase       	=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(_lowerCAmelCase  ,       run_time=1.5))

											self.play(*_lowerCAmelCase)
											self.play(*_lowerCAmelCase)
											self.wait()








'''simple docstring'''



import json
import os
import unittest

from transformers.models.blenderbot_small.tokenization_blenderbot_small import (
    VOCAB_FILES_NAMES,
    BlenderbotSmallTokenizer,
)

from ...test_tokenization_common import TokenizerTesterMixin





class _UpperCamelCase		(     A      ,       unittest.TestCase		):





				'''simple docstring'''





				lowerCAmelCase__					    =    BlenderbotSmallTokenizer
				lowerCAmelCase__					    =    False

				def 				__lowerCamelCase     (							self  :  str):







											'''simple docstring'''

											super().setUp()

											__lowercase       	=['__start__', 'adapt', 'act', 'ap@@', 'te', '__end__', '__unk__']
											__lowercase       	=dict(zip(_lowerCAmelCase  ,       range(len(_lowerCAmelCase))))

											__lowercase       	=['#version: 0.2', 'a p', 't e</w>', 'ap t</w>', 'a d', 'ad apt</w>', 'a c', 'ac t</w>', '']
											__lowercase       	={'unk_token': '__unk__', 'bos_token': '__start__', 'eos_token': '__end__'}

											__lowercase       	=os.path.join(self.tmpdirname  ,       VOCAB_FILES_NAMES['vocab_file'])
											__lowercase       	=os.path.join(self.tmpdirname  ,       VOCAB_FILES_NAMES['merges_file'])
											with open(self.vocab_file  ,       'w'  ,       encoding='utf-8') as fp:
																		fp.write(json.dumps(_lowerCAmelCase) + '\n')
											with open(self.merges_file  ,       'w'  ,       encoding='utf-8') as fp:
																		fp.write('\n'.join(_lowerCAmelCase))

				def 				__lowerCamelCase     (							self  :  int  ,       **_lowerCAmelCase  :  Tuple):







											'''simple docstring'''

											kwargs.update(self.special_tokens_map)
											return BlenderbotSmallTokenizer.from_pretrained(self.tmpdirname  ,       **_lowerCAmelCase)

				def 				__lowerCamelCase     (							self  :  Tuple  ,       _lowerCAmelCase  :  Any):







											'''simple docstring'''

											__lowercase       	='adapt act apte'
											__lowercase       	='adapt act apte'
											return input_text, output_text

				def 				__lowerCamelCase     (							self  :  Union[str, Any]):







											'''simple docstring'''

											__lowercase       	=BlenderbotSmallTokenizer(self.vocab_file  ,       self.merges_file  ,       **self.special_tokens_map)
											__lowercase       	='adapt act apte'
											__lowercase       	=['adapt', 'act', 'ap@@', 'te']
											__lowercase       	=tokenizer.tokenize(_lowerCAmelCase)
											self.assertListEqual(_lowerCAmelCase  ,       _lowerCAmelCase)

											__lowercase       	=[tokenizer.bos_token] + tokens + [tokenizer.eos_token]

											__lowercase       	=[0, 1, 2, 3, 4, 5]
											self.assertListEqual(tokenizer.convert_tokens_to_ids(_lowerCAmelCase)  ,       _lowerCAmelCase)

				def 				__lowerCamelCase     (							self  :  Union[str, Any]):







											'''simple docstring'''

											__lowercase       	=BlenderbotSmallTokenizer.from_pretrained('facebook/blenderbot-90M')
											assert tok('sam').input_ids == [1_3_8_4]
											__lowercase       	='I am a small frog.'
											__lowercase       	=tok([src_text]  ,       padding=_lowerCAmelCase  ,       truncation=_lowerCAmelCase)['input_ids']
											__lowercase       	=tok.batch_decode(_lowerCAmelCase  ,       skip_special_tokens=_lowerCAmelCase  ,       clean_up_tokenization_spaces=_lowerCAmelCase)[0]
											assert src_text != decoded  # I wish it did!
											assert decoded == "i am a small frog ."

				def 				__lowerCamelCase     (							self  :  str):







											'''simple docstring'''

											__lowercase       	=BlenderbotSmallTokenizer.from_pretrained('facebook/blenderbot-90M')
											__lowercase       	='I am a small frog .'
											__lowercase       	='.'
											__lowercase       	=tok(_lowerCAmelCase)['input_ids']
											__lowercase       	=tok(_lowerCAmelCase)['input_ids']

											assert encoded[-1] == encoded_dot[0]



