






"""simple docstring"""



_lowerCAmelCase     :     Tuple            =	[[0, 1, 1], [0, 0, 1], [1, 0, 0]]




class        lowerCAmelCase__       :
   def __init__(						self	:     int				,       snake_case__	:     int				):


        '''simple docstring'''
        UpperCAmelCase__		:  str				=				name
        UpperCAmelCase__		:  Dict				=				[]
        UpperCAmelCase__		:  Tuple				=				[]
   def 	__a				(						self	:     Optional[int]				,       snake_case__	:     Optional[int]				):


        '''simple docstring'''
        self.inbound.append(snake_case__				)
   def 	__a				(						self	:     Optional[Any]				,       snake_case__	:     List[Any]				):


        '''simple docstring'''
        self.outbound.append(snake_case__				)




   def __repr__(						self	:     Tuple				):


        '''simple docstring'''
        return f'<node={self.name} inbound={self.inbound} outbound={self.outbound}>'




def      SCREAMING_SNAKE_CASE__    (   snake_case    :      Optional[int]       , snake_case    :      Tuple=3       , snake_case    :      Dict=0.85							)->						int:






     '''simple docstring'''



     UpperCAmelCase__		:  List[str]				=				{}
     for node in nodes:
          UpperCAmelCase__		:  List[Any]				=				1

     UpperCAmelCase__		:  Tuple				=				{}
     for node in nodes:
          UpperCAmelCase__		:  List[Any]				=				len(node.outbound							)

     for i in range(snake_case							):
          print(f'======= Iteration {i + 1} ======='							)
          for _, node in enumerate(snake_case							):
               UpperCAmelCase__		:  Any				=				(1 - d) + d * sum(
                   ranks[ib] / outbounds[ib] for ib in node.inbound							)
          print(snake_case							)


def      SCREAMING_SNAKE_CASE__    (   )->						Union[str, Any]:






     '''simple docstring'''



     UpperCAmelCase__		:  List[Any]				=				list(input("Enter Names of the Nodes: "							).split()							)

     UpperCAmelCase__		:  Any				=				[Node(snake_case							) for name in names]

     for ri, row in enumerate(snake_case							):
          for ci, col in enumerate(snake_case							):
               if col == 1:
                    nodes[ci].add_inbound(names[ri]							)
                    nodes[ri].add_outbound(names[ci]							)

     print("======= Nodes ======="							)
     for node in nodes:
          print(snake_case							)

     page_rank(snake_case							)


if __name__ == "__main__":
 main()








import os
import tempfile
import unittest
from typing import List

from transformers.models.esm.tokenization_esm import VOCAB_FILES_NAMES, EsmTokenizer
from transformers.testing_utils import require_tokenizers
from transformers.tokenization_utils import PreTrainedTokenizer
from transformers.tokenization_utils_base import PreTrainedTokenizerBase





@require_tokenizers
class  __lowerCamelCase       (    unittest.TestCase    ):




    """simple docstring"""

    snake_case__					=      EsmTokenizer


    def    a      (       self     :     str   )      ->       Tuple:
         super().setUp()
         lowerCAmelCase__		= tempfile.mkdtemp()
         # fmt: off
         lowerCAmelCase__		= ["<cls>", "<pad>", "<eos>", "<unk>", "L", "A", "G", "V", "S", "E", "R", "T", "I", "D", "P", "K", "Q", "N", "F", "Y", "M", "H", "W", "C", "X", "B", "U", "Z", "O", ".", "-", "<null_1>", "<mask>"]  # noqa: E501
         # fmt: on
         lowerCAmelCase__		= os.path.join(self.tmpdirname   ,	VOCAB_FILES_NAMES["vocab_file"]   )
         with open(self.vocab_file   ,	"w"   ,	encoding="utf-8"   ) as vocab_writer:
              vocab_writer.write("".join([x + "\n" for x in vocab_tokens]   )   )


    def    a      (       self     :     Dict   ,	**SCREAMING_SNAKE_CASE__     :     Optional[Any]   )      ->       List[PreTrainedTokenizerBase]:
         return [self.get_tokenizer(**SCREAMING_SNAKE_CASE__   )]


    def    a      (       self     :     List[str]   ,	**SCREAMING_SNAKE_CASE__     :     str   )      ->       PreTrainedTokenizer:
         return self.tokenizer_class.from_pretrained(self.tmpdirname   ,	**SCREAMING_SNAKE_CASE__   )


    def    a      (       self     :     str   )      ->       Tuple:
         lowerCAmelCase__		= self.tokenizer_class(self.vocab_file   )

         lowerCAmelCase__		= tokenizer.tokenize("LAGVS"   )
         self.assertListEqual(SCREAMING_SNAKE_CASE__   ,	["L", "A", "G", "V", "S"]   )
         self.assertListEqual(tokenizer.convert_tokens_to_ids(SCREAMING_SNAKE_CASE__   )   ,	[4, 5, 6, 7, 8]   )


    def    a      (       self     :     int   )      ->       Union[str, Any]:
         lowerCAmelCase__		= self.tokenizer_class(self.vocab_file   )

         lowerCAmelCase__		= "LAGVS"
         self.assertListEqual(tokenizer.encode(SCREAMING_SNAKE_CASE__   )   ,	[0, 4, 5, 6, 7, 8, 2]   )


    def    a      (       self     :     Union[str, Any]   )      ->       str:
         lowerCAmelCase__		= self.tokenizer_class(self.vocab_file   )

         lowerCAmelCase__		= ["LAGVS", "WCB"]
         lowerCAmelCase__		= tokenizer(SCREAMING_SNAKE_CASE__   ,	padding=SCREAMING_SNAKE_CASE__   )["input_ids"]

         self.assertListEqual(SCREAMING_SNAKE_CASE__   ,	[[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2]]   )


    def    a      (       self     :     Any   )      ->       Union[str, Any]:
         lowerCAmelCase__		= self.tokenizer_class(self.vocab_file   )

         lowerCAmelCase__		= ["LAGVS", "WCB"]
         lowerCAmelCase__		= tokenizer(SCREAMING_SNAKE_CASE__   ,	padding=SCREAMING_SNAKE_CASE__   )["input_ids"]

         self.assertListEqual(SCREAMING_SNAKE_CASE__   ,	[[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2, 1, 1]]   )


    def    a      (       self     :     str   )      ->       Optional[Any]:
         lowerCAmelCase__		= self.get_tokenizers(fast=SCREAMING_SNAKE_CASE__   )
         for tokenizer in tokenizers:
              with self.subTest(f'{tokenizer.__class__.__name__}'   ):
                   lowerCAmelCase__		= "<unk>"
                   lowerCAmelCase__		= "<mask>"

                   lowerCAmelCase__		= tokenizer.tokenize(SCREAMING_SNAKE_CASE__   )
                   lowerCAmelCase__		= tokenizer.tokenize(SCREAMING_SNAKE_CASE__   )

                   self.assertEqual(len(SCREAMING_SNAKE_CASE__   )   ,	1   )
                   self.assertEqual(len(SCREAMING_SNAKE_CASE__   )   ,	1   )
                   self.assertEqual(token_a[0]   ,	SCREAMING_SNAKE_CASE__   )
                   self.assertEqual(token_a[0]   ,	SCREAMING_SNAKE_CASE__   )
