
"""simple docstring"""







import unittest

from transformers import DebertaVaTokenizer, DebertaVaTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


_SCREAMING_SNAKE_CASE	       =      get_tests_dir("""fixtures/spiece.model""")







@require_sentencepiece
@require_tokenizers
class 							__magic_name__     (		lowercase__      ,		unittest.TestCase   ):
					_SCREAMING_SNAKE_CASE       :					Optional[Any]     							=   DebertaVaTokenizer
					_SCREAMING_SNAKE_CASE       :					Tuple     							=   DebertaVaTokenizerFast
					_SCREAMING_SNAKE_CASE       :					Union[str, Any]     							=   True
					_SCREAMING_SNAKE_CASE       :					int     							=   True





					def 							lowerCAmelCase      (				self   :							Tuple    ):
												super().setUp()

												# We have a SentencePiece fixture for testing
												__snake_case     			=       DebertaVaTokenizer(snake_case_							,						unk_token="<unk>"    )
												tokenizer.save_pretrained(self.tmpdirname    )





					def 							lowerCAmelCase      (				self   :							Union[str, Any]							,						snake_case_   :							Optional[Any]    ):
												__snake_case     			=       "this is a test"
												__snake_case     			=       "this is a test"
												return input_text, output_text





					def 							lowerCAmelCase      (				self   :							Tuple    ):
												__snake_case     			=       "<pad>"
												__snake_case     			=       0

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





					def 							lowerCAmelCase      (				self   :							Any    ):
												__snake_case     			=       list(self.get_tokenizer().get_vocab().keys()    )
												self.assertEqual(vocab_keys[0]							,						"<pad>"    )
												self.assertEqual(vocab_keys[1]							,						"<unk>"    )
												self.assertEqual(vocab_keys[-1]							,						"[PAD]"    )
												self.assertEqual(len(snake_case_    )							,						30001    )





					def 							lowerCAmelCase      (				self   :							Any    ):
												self.assertEqual(self.get_tokenizer().vocab_size							,						30000    )





					def 							lowerCAmelCase      (				self   :							Dict    ):
												# fmt: off
												__snake_case     			=       " \tHeLLo!how  \n Are yoU?  "
												__snake_case     			=       ["▁hello", "!", "how", "▁are", "▁you", "?"]
												# fmt: on

												__snake_case     			=       DebertaVaTokenizer(snake_case_							,						do_lower_case=snake_case_    )
												__snake_case     			=       tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )

												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       DebertaVaTokenizerFast(snake_case_							,						do_lower_case=snake_case_    )
												__snake_case     			=       rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )

												self.assertListEqual(snake_case_							,						snake_case_    )





					@unittest.skip("There is an inconsistency between slow and fast tokenizer due to a bug in the fast one."    )
					def 							lowerCAmelCase      (				self   :							int    ):
												pass





					@unittest.skip("There is an inconsistency between slow and fast tokenizer due to a bug in the fast one."    )
					def 							lowerCAmelCase      (				self   :							str    ):
												pass





					def 							lowerCAmelCase      (				self   :							int    ):
												# fmt: off
												__snake_case     			=       "I was born in 92000, and this is falsé."
												__snake_case     			=       ["▁", "<unk>", "▁was", "▁born", "▁in", "▁9", "2000", "▁", ",", "▁and", "▁this", "▁is", "▁fal", "s", "<unk>", "▁", ".", ]
												# fmt: on

												__snake_case     			=       DebertaVaTokenizer(snake_case_							,						split_by_punct=snake_case_    )
												__snake_case     			=       tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )

												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       DebertaVaTokenizerFast(snake_case_							,						split_by_punct=snake_case_    )
												__snake_case     			=       rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )

												self.assertListEqual(snake_case_							,						snake_case_    )





					def 							lowerCAmelCase      (				self   :							Any    ):
												# fmt: off
												__snake_case     			=       "I was born in 92000, and this is falsé."
												__snake_case     			=       ["▁i", "▁was", "▁born", "▁in", "▁9", "2000", "▁", ",", "▁and", "▁this", "▁is", "▁fal", "s", "<unk>", "▁", ".", ]
												# fmt: on

												__snake_case     			=       DebertaVaTokenizer(snake_case_							,						do_lower_case=snake_case_							,						split_by_punct=snake_case_    )
												__snake_case     			=       tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )
												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       DebertaVaTokenizerFast(snake_case_							,						do_lower_case=snake_case_							,						split_by_punct=snake_case_    )
												__snake_case     			=       rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )
												self.assertListEqual(snake_case_							,						snake_case_    )





					def 							lowerCAmelCase      (				self   :							str    ):
												# fmt: off
												__snake_case     			=       "I was born in 92000, and this is falsé."
												__snake_case     			=       ["▁i", "▁was", "▁born", "▁in", "▁9", "2000", ",", "▁and", "▁this", "▁is", "▁fal", "s", "<unk>", ".", ]
												# fmt: on

												__snake_case     			=       DebertaVaTokenizer(snake_case_							,						do_lower_case=snake_case_							,						split_by_punct=snake_case_    )
												__snake_case     			=       tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )

												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       DebertaVaTokenizerFast(snake_case_							,						do_lower_case=snake_case_							,						split_by_punct=snake_case_    )
												__snake_case     			=       rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )

												self.assertListEqual(snake_case_							,						snake_case_    )





					def 							lowerCAmelCase      (				self   :							Tuple    ):
												# fmt: off
												__snake_case     			=       "I was born in 92000, and this is falsé."
												__snake_case     			=       ["▁", "<unk>", "▁was", "▁born", "▁in", "▁9", "2000", "▁", ",", "▁and", "▁this", "▁is", "▁fal", "s", "<unk>", "▁", ".", ]
												# fmt: on

												__snake_case     			=       DebertaVaTokenizer(snake_case_							,						do_lower_case=snake_case_							,						split_by_punct=snake_case_    )
												__snake_case     			=       tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )

												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       DebertaVaTokenizerFast(snake_case_							,						do_lower_case=snake_case_							,						split_by_punct=snake_case_    )
												__snake_case     			=       rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )

												self.assertListEqual(snake_case_							,						snake_case_    )





					def 							lowerCAmelCase      (				self   :							Union[str, Any]    ):
												# fmt: off
												__snake_case     			=       " \tHeLLo!how  \n Are yoU?  "
												__snake_case     			=       ["▁", "<unk>", "e", "<unk>", "o", "!", "how", "▁", "<unk>", "re", "▁yo", "<unk>", "?"]
												# fmt: on

												__snake_case     			=       DebertaVaTokenizer(snake_case_							,						do_lower_case=snake_case_							,						split_by_punct=snake_case_    )
												__snake_case     			=       tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )

												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       DebertaVaTokenizerFast(snake_case_							,						do_lower_case=snake_case_							,						split_by_punct=snake_case_    )
												__snake_case     			=       rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )

												self.assertListEqual(snake_case_							,						snake_case_    )





					def 							lowerCAmelCase      (				self   :							List[str]    ):
												__snake_case     			=       self.get_tokenizer()
												__snake_case     			=       self.get_rust_tokenizer()

												__snake_case     			=       "I was born in 92000, and this is falsé."

												__snake_case     			=       tokenizer.convert_ids_to_tokens(tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )
												__snake_case     			=       rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )    )
												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )
												__snake_case     			=       rust_tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       self.get_rust_tokenizer()
												__snake_case     			=       tokenizer.encode(snake_case_    )
												__snake_case     			=       rust_tokenizer.encode(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )





					def 							lowerCAmelCase      (				self   :							List[Any]    ):
												__snake_case     			=       "This is a test"
												__snake_case     			=       [13, 1, 4398, 25, 21, 1289]
												__snake_case     			=       ["▁", "T", "his", "▁is", "▁a", "▁test"]
												__snake_case     			=       ["▁", "<unk>", "his", "▁is", "▁a", "▁test"]

												__snake_case     			=       DebertaVaTokenizer(snake_case_							,						keep_accents=snake_case_    )
												__snake_case     			=       DebertaVaTokenizerFast(snake_case_							,						keep_accents=snake_case_    )

												__snake_case     			=       tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )
												__snake_case     			=       tokenizer.tokenize(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )
												__snake_case     			=       tokenizer.convert_ids_to_tokens(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       rust_tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )
												__snake_case     			=       rust_tokenizer.tokenize(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )
												__snake_case     			=       rust_tokenizer.convert_ids_to_tokens(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )

												# fmt: off
												__snake_case     			=       "I was born in 92000, and this is falsé."
												__snake_case     			=       [13, 1, 23, 386, 19, 561, 3050, 15, 17, 48, 25, 8256, 18, 1, 9]
												__snake_case     			=       ["▁", "I", "▁was", "▁born", "▁in", "▁9", "2000", ",", "▁and", "▁this", "▁is", "▁fal", "s", "é", ".", ]
												__snake_case     			=       ["▁", "<unk>", "▁was", "▁born", "▁in", "▁9", "2000", ",", "▁and", "▁this", "▁is", "▁fal", "s", "<unk>", ".", ]
												# fmt: on

												__snake_case     			=       tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )
												__snake_case     			=       tokenizer.tokenize(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )
												__snake_case     			=       tokenizer.convert_ids_to_tokens(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )

												__snake_case     			=       rust_tokenizer.encode(snake_case_							,						add_special_tokens=snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )
												__snake_case     			=       rust_tokenizer.tokenize(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )
												__snake_case     			=       rust_tokenizer.convert_ids_to_tokens(snake_case_    )
												self.assertListEqual(snake_case_							,						snake_case_    )





					def 							lowerCAmelCase      (				self   :							Dict    ):
												__snake_case     			=       DebertaVaTokenizer(snake_case_    )

												__snake_case     			=       tokenizer.encode("sequence builders"    )
												__snake_case     			=       tokenizer.encode("multi-sequence build"    )

												__snake_case     			=       tokenizer.build_inputs_with_special_tokens(snake_case_    )
												__snake_case     			=       tokenizer.build_inputs_with_special_tokens(snake_case_							,						snake_case_    )

												self.assertEqual([tokenizer.cls_token_id] + text + [tokenizer.sep_token_id]							,						snake_case_    )
												self.assertEqual(
												    [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id] + text_a + [tokenizer.sep_token_id]							,						snake_case_							,						)





					@slow
					def 							lowerCAmelCase      (				self   :							Dict    ):
												# fmt: off
												__snake_case     			=       {"input_ids": [[1, 39867, 36, 19390, 486, 27, 35052, 81436, 18, 60685, 1225, 7, 35052, 81436, 18, 9367, 16899, 18, 15937, 53, 594, 773, 18, 16287, 30465, 36, 15937, 6, 41139, 38, 36979, 60763, 191, 6, 34132, 99, 6, 50538, 390, 43230, 6, 34132, 2779, 20850, 14, 699, 1072, 1194, 36, 382, 10901, 53, 7, 699, 1072, 2084, 36, 20422, 630, 53, 19, 105, 3049, 1896, 1053, 16899, 1506, 11, 37978, 4243, 7, 1237, 31869, 200, 16566, 654, 6, 35052, 81436, 7, 55630, 13593, 4, 2], [1, 26, 15011, 13, 667, 8, 1053, 18, 23611, 1237, 72356, 12820, 34, 104134, 1209, 35, 13313, 6627, 21, 202, 347, 7, 164, 2399, 11, 46, 4485, 4, 2, 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, 5, 1232, 2864, 15785, 14951, 105, 5, 8581, 1250, 4, 2, 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]], "token_type_ids": [[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, 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]], "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, 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, 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=snake_case_							,						model_name="microsoft/deberta-v2-xlarge"							,						revision="ad6e42c1532ddf3a15c39246b63f5559d558b670"							,						)


"""simple docstring"""







import inspect
import re
from hashlib import shaaaa
from typing import Dict, List

from .arrow import arrow
from .audiofolder import audiofolder
from .csv import csv
from .imagefolder import imagefolder
from .json import json
from .pandas import pandas
from .parquet import parquet
from .sql import sql  # noqa F401
from .text import text
def   __UpperCamelCase   (					SCREAMING_SNAKE_CASE )  ->     str:







							"""simple docstring"""


							__snake_case     			=       []
							for line in lines:
														__snake_case     			=       re.sub(r"#.*"							,    ""							,    SCREAMING_SNAKE_CASE )  # remove comments
														if line:
																					filtered_lines.append(SCREAMING_SNAKE_CASE )
							__snake_case     			=       "\n".join(SCREAMING_SNAKE_CASE )

							# Make a hash from all this code
							__snake_case     			=       full_str.encode("utf-8" )
							return shaaaa(SCREAMING_SNAKE_CASE ).hexdigest()


# get importable module names and hash for caching
_SCREAMING_SNAKE_CASE	       =      {
    """csv""": (csv.__name__, _hash_python_lines(inspect.getsource(csv).splitlines())),
    """json""": (json.__name__, _hash_python_lines(inspect.getsource(json).splitlines())),
    """pandas""": (pandas.__name__, _hash_python_lines(inspect.getsource(pandas).splitlines())),
    """parquet""": (parquet.__name__, _hash_python_lines(inspect.getsource(parquet).splitlines())),
    """arrow""": (arrow.__name__, _hash_python_lines(inspect.getsource(arrow).splitlines())),
    """text""": (text.__name__, _hash_python_lines(inspect.getsource(text).splitlines())),
    """imagefolder""": (imagefolder.__name__, _hash_python_lines(inspect.getsource(imagefolder).splitlines())),
    """audiofolder""": (audiofolder.__name__, _hash_python_lines(inspect.getsource(audiofolder).splitlines())),
}

# Used to infer the module to use based on the data files extensions
_SCREAMING_SNAKE_CASE	       =      {
    """.csv""": ("""csv""", {}),
    """.tsv""": ("""csv""", {"""sep""": """\t"""}),
    """.json""": ("""json""", {}),
    """.jsonl""": ("""json""", {}),
    """.parquet""": ("""parquet""", {}),
    """.arrow""": ("""arrow""", {}),
    """.txt""": ("""text""", {}),
}
_EXTENSION_TO_MODULE.update({ext: ("""imagefolder""", {}) for ext in imagefolder.ImageFolder.EXTENSIONS})
_EXTENSION_TO_MODULE.update({ext.upper(): ("""imagefolder""", {}) for ext in imagefolder.ImageFolder.EXTENSIONS})
_EXTENSION_TO_MODULE.update({ext: ("""audiofolder""", {}) for ext in audiofolder.AudioFolder.EXTENSIONS})
_EXTENSION_TO_MODULE.update({ext.upper(): ("""audiofolder""", {}) for ext in audiofolder.AudioFolder.EXTENSIONS})
_SCREAMING_SNAKE_CASE	       =      {"""imagefolder""", """audiofolder"""}

# Used to filter data files based on extensions given a module name
_SCREAMING_SNAKE_CASE	       =      {}
for _ext, (_module, _) in _EXTENSION_TO_MODULE.items():
		_MODULE_TO_EXTENSIONS.setdefault(_module, []).append(_ext)

_MODULE_TO_EXTENSIONS["imagefolder"].append(""".zip""")



_MODULE_TO_EXTENSIONS["audiofolder"].append(""".zip""")
