
'''simple docstring'''
import unittest
from pathlib import Path
from shutil import copyfile

from transformers import SPIECE_UNDERLINE, is_sentencepiece_available
from transformers.models.speech_to_text import SpeechaTextTokenizer
from transformers.models.speech_to_text.tokenization_speech_to_text import VOCAB_FILES_NAMES, save_json
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


a_     :   Union[str, Any]											=						get_tests_dir("fixtures/test_sentencepiece.model")

if is_sentencepiece_available():
  import sentencepiece as sp


a_     :   List[str]											=						5
a_     :   List[str]											=						10






@require_sentencepiece
@require_tokenizers
class    UpperCAmelCase_				(	__UpperCAmelCase    ,						unittest.TestCase					):
 UpperCAmelCase_		    =						SpeechaTextTokenizer
 UpperCAmelCase_		    =						False
 UpperCAmelCase_		    =						True





 def        snake_case__		(    self):
     super().setUp()

     snake_case_ :    str     			=						sp.SentencePieceProcessor()
     spm_model.Load(lowercase_)
     snake_case_ :    Any     			=						["<s>", "<pad>", "</s>", "<unk>"]

     vocab += [spm_model.IdToPiece(id_) for id_ in range(len(lowercase_))]
     snake_case_ :    Optional[int]     			=						dict(zip(lowercase_ ,       range(len(lowercase_))))

     snake_case_ :    Any     			=						Path(self.tmpdirname)
     save_json(lowercase_ ,       save_dir / VOCAB_FILES_NAMES["vocab_file"])
     if not (save_dir / VOCAB_FILES_NAMES["spm_file"]).exists():
         copyfile(lowercase_ ,       save_dir / VOCAB_FILES_NAMES["spm_file"])

     snake_case_ :    List[Any]     			=						SpeechaTextTokenizer.from_pretrained(self.tmpdirname)
     tokenizer.save_pretrained(self.tmpdirname)





 def        snake_case__		(    self):
     snake_case_ :    Optional[Any]     			=						"<pad>"
     snake_case_ :    List[Any]     			=						1

     self.assertEqual(self.get_tokenizer()._convert_token_to_id(lowercase_) ,       lowercase_)
     self.assertEqual(self.get_tokenizer()._convert_id_to_token(lowercase_) ,       lowercase_)





 def        snake_case__		(    self):
     snake_case_ :    List[Any]     			=						list(self.get_tokenizer().get_vocab().keys())

     self.assertEqual(vocab_keys[0] ,       "<s>")
     self.assertEqual(vocab_keys[1] ,       "<pad>")
     self.assertEqual(vocab_keys[-1] ,       "j")
     self.assertEqual(len(lowercase_) ,       10_01)





 def        snake_case__		(    self):
     self.assertEqual(self.get_tokenizer().vocab_size ,       10_01)





 def        snake_case__		(    self):
     snake_case_ :    Optional[int]     			=						SpeechaTextTokenizer.from_pretrained(self.tmpdirname)

     snake_case_ :    List[Any]     			=						tokenizer.tokenize("This is a test")
     self.assertListEqual(lowercase_ ,       ["▁This", "▁is", "▁a", "▁t", "est"])

     self.assertListEqual(
         tokenizer.convert_tokens_to_ids(lowercase_) ,       [2_89, 50, 14, 1_74, 3_86] ,       )

     snake_case_ :    List[Any]     			=						tokenizer.tokenize("I was born in 92000, and this is falsé.")
     self.assertListEqual(
         lowercase_ ,       [SPIECE_UNDERLINE + "I", SPIECE_UNDERLINE + "was", SPIECE_UNDERLINE + "b", "or", "n", SPIECE_UNDERLINE + "in", SPIECE_UNDERLINE + "", "9", "2", "0", "0", "0", ",", SPIECE_UNDERLINE + "and", SPIECE_UNDERLINE + "this", SPIECE_UNDERLINE + "is", SPIECE_UNDERLINE + "f", "al", "s", "é", "."] ,       )
     snake_case_ :    Any     			=						tokenizer.convert_tokens_to_ids(lowercase_)
     self.assertListEqual(lowercase_ ,       [12, 25, 88, 59, 28, 23, 11, 4, 6_06, 3_51, 3_51, 3_51, 7, 16, 70, 50, 76, 84, 10, 4, 8])

     snake_case_ :    Union[str, Any]     			=						tokenizer.convert_ids_to_tokens(lowercase_)
     self.assertListEqual(
         lowercase_ ,       [SPIECE_UNDERLINE + "I", SPIECE_UNDERLINE + "was", SPIECE_UNDERLINE + "b", "or", "n", SPIECE_UNDERLINE + "in", SPIECE_UNDERLINE + "", "<unk>", "2", "0", "0", "0", ",", SPIECE_UNDERLINE + "and", SPIECE_UNDERLINE + "this", SPIECE_UNDERLINE + "is", SPIECE_UNDERLINE + "f", "al", "s", "<unk>", "."] ,       )





 @slow
 def        snake_case__		(    self):
     snake_case_ :    Any     			=						{"input_ids": [[37_91, 7_97, 31, 11, 64, 7_97, 31, 24_29, 4_33, 12, 11_76, 12, 20, 7_86, 9_15, 1_42, 24_13, 2_40, 37, 32_38, 7_97, 31, 11, 35, 93, 9_15, 1_42, 24_13, 2_40, 37, 55_40, 5_67, 12_76, 93, 37, 6_10, 40, 62, 4_55, 6_57, 10_42, 1_23, 7_80, 1_77, 37, 3_09, 2_41, 12_98, 5_14, 20, 2_92, 27_37, 1_14, 24_69, 2_41, 85, 64, 3_02, 5_48, 5_28, 4_23, 4, 5_09, 4_06, 4_23, 37, 6_01, 4, 7_77, 3_02, 5_48, 5_28, 4_23, 2_84, 4, 33_88, 5_11, 4_59, 4, 35_55, 40, 3_21, 3_02, 7_05, 4, 33_88, 5_11, 5_83, 3_26, 5, 5, 5, 62, 33_10, 5_60, 1_77, 26_80, 2_17, 15_08, 32, 31, 8_53, 4_18, 64, 5_83, 5_11, 16_05, 62, 35, 93, 5_60, 1_77, 26_80, 2_17, 15_08, 15_21, 64, 5_83, 5_11, 5_19, 62, 20, 15_15, 7_64, 20, 1_49, 2_61, 56_25, 79_72, 20, 55_40, 5_67, 12_76, 93, 39_25, 16_75, 11, 15, 8_02, 79_72, 5_76, 2_17, 15_08, 11, 35, 93, 12_53, 24_41, 15, 2_89, 6_52, 31, 4_16, 3_21, 38_42, 1_15, 40, 9_11, 8, 4_76, 6_19, 4, 3_80, 1_42, 4_23, 3_35, 2_40, 35, 93, 2_64, 8, 11, 3_35, 5_69, 4_20, 1_63, 5, 2], [2_60, 5_48, 5_28, 4_23, 20, 4_51, 20, 26_81, 11_53, 34_34, 20, 55_40, 37, 5_67, 1_26, 12_53, 24_41, 33_76, 4_49, 2_10, 4_31, 15_63, 1_77, 7_67, 55_40, 11, 12_03, 4_72, 11, 29_53, 6_85, 2_85, 3_64, 7_06, 11_53, 20, 67_99, 20, 28_69, 20, 44_64, 1_26, 40, 24_29, 20, 10_40, 8_66, 26_64, 4_18, 20, 3_18, 20, 17_26, 1_86, 20, 2_65, 5_22, 35, 93, 21_91, 46_34, 20, 10_40, 12, 67_99, 15, 2_28, 23_56, 1_42, 31, 11, 5, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [25_75, 26_66, 6_84, 15_82, 11_76, 12, 6_27, 1_49, 6_19, 20, 49_02, 5_63, 11, 20, 1_49, 2_61, 34_20, 23_56, 1_74, 1_42, 47_14, 1_31, 5, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]], "attention_mask": [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]}  # noqa: E501
     # fmt: on

     self.tokenizer_integration_test_util(
         expected_encoding=lowercase_ ,       model_name="facebook/s2t-small-mustc-en-de-st" ,       revision="a14f04cf0776c02f62a8cb800cf7909e15ea23ad" ,       )






@require_sentencepiece
class    UpperCAmelCase_				(	unittest.TestCase					):
 UpperCAmelCase_		    =						"""valhalla/s2t_mustc_multilinguial_medium"""

 UpperCAmelCase_		    =						"""C'est trop cool"""
 UpperCAmelCase_		    =						"""Esto es genial"""





 @classmethod
 def        snake_case__		(    cls):
     snake_case_ :    Tuple     			=						SpeechaTextTokenizer.from_pretrained(cls.checkpoint_name)
     return cls





 def        snake_case__		(    self):
     self.assertEqual(self.tokenizer.lang_code_to_id["pt"] ,       4)
     self.assertEqual(self.tokenizer.lang_code_to_id["ru"] ,       6)
     self.assertEqual(self.tokenizer.lang_code_to_id["it"] ,       9)
     self.assertEqual(self.tokenizer.lang_code_to_id["de"] ,       11)





 def        snake_case__		(    self):
     self.assertEqual(self.tokenizer.vocab_size ,       1_00_00)





 def        snake_case__		(    self):
     self.assertIn(lowercase_ ,       self.tokenizer.all_special_ids)
     snake_case_ :    Tuple     			=						[ES_CODE, 4, 16_01, 47, 76_47, 2]
     snake_case_ :    Optional[Any]     			=						self.tokenizer.decode(lowercase_ ,       skip_special_tokens=lowercase_)
     snake_case_ :    Optional[Any]     			=						self.tokenizer.decode(generated_ids[1:] ,       skip_special_tokens=lowercase_)
     self.assertEqual(lowercase_ ,       lowercase_)
     self.assertNotIn(self.tokenizer.eos_token ,       lowercase_)





 def        snake_case__		(    self):
     snake_case_ :    Tuple     			=						"fr"
     snake_case_ :    Tuple     			=						self.tokenizer(self.french_text).input_ids
     self.assertEqual(encoded[0] ,       lowercase_)
     self.assertEqual(encoded[-1] ,       self.tokenizer.eos_token_id)





 def        snake_case__		(    self):
     snake_case_ :    Union[str, Any]     			=						"fr"
     self.assertListEqual(self.tokenizer.prefix_tokens ,       [FR_CODE])

     snake_case_ :    Optional[Any]     			=						"es"
     self.assertListEqual(self.tokenizer.prefix_tokens ,       [ES_CODE])






'''simple docstring'''
from __future__ import annotations

def 						UpperCamelCase_     (	__SCREAMING_SNAKE_CASE       ):
    """simple docstring"""






    snake_case_ :    List[Any]     			=						0.00
    snake_case_ :    int     			=						0
    for resistor in resistors:
        if resistor <= 0:
            snake_case_ :    Dict     			=						f'Resistor at index {index} has a negative or zero value!'
            raise ValueError(__SCREAMING_SNAKE_CASE       )
        first_sum += 1 / float(__SCREAMING_SNAKE_CASE       )
        index += 1
    return 1 / first_sum

def 						UpperCamelCase_     (	__SCREAMING_SNAKE_CASE       ):
    """simple docstring"""






    snake_case_ :    Union[str, Any]     			=						0.00
    snake_case_ :    List[Any]     			=						0
    for resistor in resistors:
        sum_r += resistor
        if resistor < 0:
            snake_case_ :    str     			=						f'Resistor at index {index} has a negative value!'
            raise ValueError(__SCREAMING_SNAKE_CASE       )
        index += 1
    return sum_r


if __name__ == "__main__":
  import doctest

  doctest.testmod()




