


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 	a__						(    unittest.TestCase     ):
       lowerCamelCase__:  Any				     =  EsmTokenizer

       def     UpperCAmelCase( self   :  List[Any]     ):
            super().setUp()
            a_     :  Optional[int]				      =     tempfile.mkdtemp()
            # fmt: off
            a_     :  List[str]				      =     ["<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
            a_     :  Optional[int]				      =     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     UpperCAmelCase( self   :  List[str]   ,				**lowerCamelCase_   :  int     ):
            return [self.get_tokenizer(**lowerCamelCase_     )]

       def     UpperCAmelCase( self   :  List[Any]   ,				**lowerCamelCase_   :  Tuple     ):
            return self.tokenizer_class.from_pretrained(self.tmpdirname   ,				**lowerCamelCase_     )

       def     UpperCAmelCase( self   :  List[str]     ):
            a_     :  Optional[int]				      =     self.tokenizer_class(self.vocab_file     )

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

       def     UpperCAmelCase( self   :  Dict     ):
            a_     :  Tuple				      =     self.tokenizer_class(self.vocab_file     )

            a_     :  Tuple				      =     """LAGVS"""
            self.assertListEqual(tokenizer.encode(lowerCamelCase_     )   ,				[0, 4, 5, 6, 7, 8, 2]     )

       def     UpperCAmelCase( self   :  Any     ):
            a_     :  List[str]				      =     self.tokenizer_class(self.vocab_file     )

            a_     :  int				      =     ["""LAGVS""", """WCB"""]
            a_     :  Any				      =     tokenizer(lowerCamelCase_   ,				padding=lowerCamelCase_     )["""input_ids"""]

            self.assertListEqual(lowerCamelCase_   ,				[[0, 4, 5, 6, 7, 8, 2], [0, 2_2, 2_3, 2_5, 2]]     )

       def     UpperCAmelCase( self   :  List[Any]     ):
            a_     :  Union[str, Any]				      =     self.tokenizer_class(self.vocab_file     )

            a_     :  Optional[Any]				      =     ["""LAGVS""", """WCB"""]
            a_     :  Dict				      =     tokenizer(lowerCamelCase_   ,				padding=lowerCamelCase_     )["""input_ids"""]

            self.assertListEqual(lowerCamelCase_   ,				[[0, 4, 5, 6, 7, 8, 2], [0, 2_2, 2_3, 2_5, 2, 1, 1]]     )

       def     UpperCAmelCase( self   :  Optional[Any]     ):
            a_     :  int				      =     self.get_tokenizers(fast=lowerCamelCase_     )
            for tokenizer in tokenizers:
                 with self.subTest(F'''{tokenizer.__class__.__name__}'''     ):
                      a_     :  Union[str, Any]				      =     """<unk>"""
                      a_     :  Tuple				      =     """<mask>"""

                      a_     :  Union[str, Any]				      =     tokenizer.tokenize(lowerCamelCase_     )
                      a_     :  Tuple				      =     tokenizer.tokenize(lowerCamelCase_     )

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









'''simple docstring'''




import io
import json
import subprocess


snake_case__ 							=    [
    ["""en""", """ru"""],
    ["""ru""", """en"""],
    ["""en""", """de"""],
    ["""de""", """en"""],
]

snake_case__ 							=    8




def     snake_case__     (			lowerCamelCase__					: Union[str, Any]      ,		lowerCamelCase__					: Optional[int]      ) -> List[Any]:
					A_			:  Tuple			=				{}
					for src, tgt in pairs:
										A_			:  List[str]			=				f'{src}-{tgt}'
										A_			:  Optional[int]			=				f'sacrebleu -t wmt19 -l {pair} --echo src'.split()
										A_			:  int			=				subprocess.run(lowerCamelCase__      ,		stdout=subprocess.PIPE      ).stdout.decode('''utf-8'''      ).splitlines()
										A_			:  List[str]			=				f'sacrebleu -t wmt19 -l {pair} --echo ref'.split()
										A_			:  Any			=				subprocess.run(lowerCamelCase__      ,		stdout=subprocess.PIPE      ).stdout.decode('''utf-8'''      ).splitlines()
										A_			:  List[Any]			=				{'''src''': src_lines[:n_objs], '''tgt''': tgt_lines[:n_objs]}
					return text


snake_case__ 							=    get_all_data(pairs, n_objs)
snake_case__ 							=    """./fsmt_val_data.json"""
with io.open(filename, """w""", encoding="""utf-8""") as f:
							snake_case__ 							=    json.dump(text, f, indent=2, ensure_ascii=False)



