




"""simple docstring"""







import json
import os
import unittest

from transformers.models.roc_bert.tokenization_roc_bert import (
    VOCAB_FILES_NAMES,
    RoCBertBasicTokenizer,
    RoCBertTokenizer,
    RoCBertWordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english




@require_tokenizers
class    lowerCAmelCase__							(      _UpperCamelCase	,      unittest.TestCase     ):


				"""simple docstring"""





				__UpperCAmelCase			:  Dict			   =   RoCBertTokenizer
				__UpperCAmelCase			:  Union[str, Any]			   =   None
				__UpperCAmelCase			:  Tuple			   =   False
				__UpperCAmelCase			:  List[str]			   =   True
				__UpperCAmelCase			:  str			   =   filter_non_english



				def    snake_case     (  self       :						str    ):
						super().setUp()

						__lowercase					:		Any        =					["[UNK]", "[CLS]", "[SEP]", "[PAD]", "[MASK]", "你", "好", "是", "谁", "a", "b", "c", "d"]
						__lowercase					:		Any        =					{}
						__lowercase					:		Tuple        =					{}
						for i, value in enumerate(lowercase__    ):
								__lowercase					:		Any        =					i
								__lowercase					:		List[Any]        =					i
						__lowercase					:		str        =					os.path.join(self.tmpdirname     , VOCAB_FILES_NAMES["vocab_file"]    )
						__lowercase					:		Union[str, Any]        =					os.path.join(self.tmpdirname     , VOCAB_FILES_NAMES["word_shape_file"]    )
						__lowercase					:		str        =					os.path.join(self.tmpdirname     , VOCAB_FILES_NAMES["word_pronunciation_file"]    )
						with open(self.vocab_file     , "w"     , encoding="utf-8"    ) as vocab_writer:
								vocab_writer.write("".join([x + "\n" for x in vocab_tokens]    )    )
						with open(self.word_shape_file     , "w"     , encoding="utf-8"    ) as word_shape_writer:
								json.dump(lowercase__     , lowercase__     , ensure_ascii=lowercase__    )
						with open(self.word_pronunciation_file     , "w"     , encoding="utf-8"    ) as word_pronunciation_writer:
								json.dump(lowercase__     , lowercase__     , ensure_ascii=lowercase__    )



				def    snake_case     (  self       :						List[str]    ):
						__lowercase					:		Dict        =					self.tokenizer_class(self.vocab_file     , self.word_shape_file     , self.word_pronunciation_file    )

						__lowercase					:		Any        =					tokenizer.tokenize("你好[SEP]你是谁"    )
						self.assertListEqual(lowercase__     , ["你", "好", "[SEP]", "你", "是", "谁"]    )
						self.assertListEqual(tokenizer.convert_tokens_to_ids(lowercase__    )     , [5, 6, 2, 5, 7, 8]    )
						self.assertListEqual(tokenizer.convert_tokens_to_shape_ids(lowercase__    )     , [5, 6, 2, 5, 7, 8]    )
						self.assertListEqual(tokenizer.convert_tokens_to_pronunciation_ids(lowercase__    )     , [5, 6, 2, 5, 7, 8]    )



				def    snake_case     (  self       :						int    ):
						__lowercase					:		Optional[Any]        =					RoCBertBasicTokenizer()

						self.assertListEqual(tokenizer.tokenize("ah\u535A\u63A8zz"    )     , ["ah", "\u535A", "\u63A8", "zz"]    )



				def    snake_case     (  self       :						str    ):
						__lowercase					:		Optional[int]        =					RoCBertBasicTokenizer(do_lower_case=lowercase__    )

						self.assertListEqual(
						    tokenizer.tokenize(" \tHeLLo!how  \n Are yoU?  "    )     , ["hello", "!", "how", "are", "you", "?"]    )
						self.assertListEqual(tokenizer.tokenize("H\u00E9llo"    )     , ["hello"]    )



				def    snake_case     (  self       :						str    ):
						__lowercase					:		Dict        =					RoCBertBasicTokenizer(do_lower_case=lowercase__     , strip_accents=lowercase__    )

						self.assertListEqual(
						    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "    )     , ["hällo", "!", "how", "are", "you", "?"]    )
						self.assertListEqual(tokenizer.tokenize("H\u00E9llo"    )     , ["h\u00E9llo"]    )



				def    snake_case     (  self       :						Union[str, Any]    ):
						__lowercase					:		List[Any]        =					RoCBertBasicTokenizer(do_lower_case=lowercase__     , strip_accents=lowercase__    )

						self.assertListEqual(
						    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "    )     , ["hallo", "!", "how", "are", "you", "?"]    )
						self.assertListEqual(tokenizer.tokenize("H\u00E9llo"    )     , ["hello"]    )



				def    snake_case     (  self       :						int    ):
						__lowercase					:		Dict        =					RoCBertBasicTokenizer(do_lower_case=lowercase__    )

						self.assertListEqual(
						    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "    )     , ["hallo", "!", "how", "are", "you", "?"]    )
						self.assertListEqual(tokenizer.tokenize("H\u00E9llo"    )     , ["hello"]    )



				def    snake_case     (  self       :						Optional[int]    ):
						__lowercase					:		List[str]        =					RoCBertBasicTokenizer(do_lower_case=lowercase__    )

						self.assertListEqual(
						    tokenizer.tokenize(" \tHeLLo!how  \n Are yoU?  "    )     , ["HeLLo", "!", "how", "Are", "yoU", "?"]    )



				def    snake_case     (  self       :						Tuple    ):
						__lowercase					:		Dict        =					RoCBertBasicTokenizer(do_lower_case=lowercase__     , strip_accents=lowercase__    )

						self.assertListEqual(
						    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "    )     , ["HäLLo", "!", "how", "Are", "yoU", "?"]    )



				def    snake_case     (  self       :						List[Any]    ):
						__lowercase					:		Optional[Any]        =					RoCBertBasicTokenizer(do_lower_case=lowercase__     , strip_accents=lowercase__    )

						self.assertListEqual(
						    tokenizer.tokenize(" \tHäLLo!how  \n Are yoU?  "    )     , ["HaLLo", "!", "how", "Are", "yoU", "?"]    )



				def    snake_case     (  self       :						Dict    ):
						__lowercase					:		int        =					RoCBertBasicTokenizer(do_lower_case=lowercase__     , never_split=["[UNK]"]    )

						self.assertListEqual(
						    tokenizer.tokenize(" \tHeLLo!how  \n Are yoU? [UNK]"    )     , ["HeLLo", "!", "how", "Are", "yoU", "?", "[UNK]"]    )



				def    snake_case     (  self       :						Union[str, Any]    ):
						__lowercase					:		List[str]        =					["[UNK]", "[CLS]", "[SEP]", "want", "##want", "##ed", "wa", "un", "runn", "##ing"]

						__lowercase					:		List[str]        =					{}
						for i, token in enumerate(lowercase__    ):
								__lowercase					:		Dict        =					i
						__lowercase					:		int        =					RoCBertWordpieceTokenizer(vocab=lowercase__     , unk_token="[UNK]"    )

						self.assertListEqual(tokenizer.tokenize(""    )     , []    )

						self.assertListEqual(tokenizer.tokenize("unwanted running"    )     , ["un", "##want", "##ed", "runn", "##ing"]    )

						self.assertListEqual(tokenizer.tokenize("unwantedX running"    )     , ["[UNK]", "runn", "##ing"]    )



				def    snake_case     (  self       :						Optional[Any]    ):
						self.assertTrue(_is_whitespace(" "    )    )
						self.assertTrue(_is_whitespace("\t"    )    )
						self.assertTrue(_is_whitespace("\r"    )    )
						self.assertTrue(_is_whitespace("\n"    )    )
						self.assertTrue(_is_whitespace("\u00A0"    )    )

						self.assertFalse(_is_whitespace("A"    )    )
						self.assertFalse(_is_whitespace("-"    )    )



				def    snake_case     (  self       :						str    ):
						self.assertTrue(_is_control("\u0005"    )    )

						self.assertFalse(_is_control("A"    )    )
						self.assertFalse(_is_control(" "    )    )
						self.assertFalse(_is_control("\t"    )    )
						self.assertFalse(_is_control("\r"    )    )



				def    snake_case     (  self       :						Tuple    ):
						self.assertTrue(_is_punctuation("-"    )    )
						self.assertTrue(_is_punctuation("$"    )    )
						self.assertTrue(_is_punctuation("`"    )    )
						self.assertTrue(_is_punctuation("."    )    )

						self.assertFalse(_is_punctuation("A"    )    )
						self.assertFalse(_is_punctuation(" "    )    )



				def    snake_case     (  self       :						int    ):
						__lowercase					:		Optional[Any]        =					self.get_tokenizer()

						# Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
						self.assertListEqual([tokenizer.tokenize(lowercase__    ) for t in ["Test", "\xad", "test"]]     , [["[UNK]"], [], ["[UNK]"]]    )

						if self.test_rust_tokenizer:
								__lowercase					:		int        =					self.get_rust_tokenizer()
								self.assertListEqual(
								    [rust_tokenizer.tokenize(lowercase__    ) for t in ["Test", "\xad", "test"]]     , [["[UNK]"], [], ["[UNK]"]]    )



				def    snake_case     (  self       :						Optional[int]    ):
						for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
								with self.subTest(f'{tokenizer.__class__.__name__} ({pretrained_name})'    ):
										__lowercase					:		Union[str, Any]        =					self.rust_tokenizer_class.from_pretrained(lowercase__     , **lowercase__    )

										__lowercase					:		Any        =					f'A, naïve {tokenizer_r.mask_token} AllenNLP sentence.'
										__lowercase					:		Any        =					tokenizer_r.encode_plus(
										    lowercase__     , return_attention_mask=lowercase__     , return_token_type_ids=lowercase__     , return_offsets_mapping=lowercase__     , add_special_tokens=lowercase__     , )

										__lowercase					:		Optional[int]        =					tokenizer_r.do_lower_case if hasattr(lowercase__     , "do_lower_case"    ) else False
										__lowercase					:		Optional[int]        =					(
										    [
										        ((0, 0), tokenizer_r.cls_token),
										        ((0, 1), "A"),
										        ((1, 2), ","),
										        ((3, 5), "na"),
										        ((5, 6), "##ï"),
										        ((6, 8), "##ve"),
										        ((9, 1_5), tokenizer_r.mask_token),
										        ((1_6, 2_1), "Allen"),
										        ((2_1, 2_3), "##NL"),
										        ((2_3, 2_4), "##P"),
										        ((2_5, 3_3), "sentence"),
										        ((3_3, 3_4), "."),
										        ((0, 0), tokenizer_r.sep_token),
										    ]
										    if not do_lower_case
										    else [
										        ((0, 0), tokenizer_r.cls_token),
										        ((0, 1), "a"),
										        ((1, 2), ","),
										        ((3, 8), "naive"),
										        ((9, 1_5), tokenizer_r.mask_token),
										        ((1_6, 2_1), "allen"),
										        ((2_1, 2_3), "##nl"),
										        ((2_3, 2_4), "##p"),
										        ((2_5, 3_3), "sentence"),
										        ((3_3, 3_4), "."),
										        ((0, 0), tokenizer_r.sep_token),
										    ]
										)

										self.assertEqual(
										    [e[1] for e in expected_results]     , tokenizer_r.convert_ids_to_tokens(tokens["input_ids"]    )    )
										self.assertEqual([e[0] for e in expected_results]     , tokens["offset_mapping"]    )



				def    snake_case     (  self       :						List[str]    ):
						__lowercase					:		Tuple        =					["的", "人", "有"]
						__lowercase					:		List[Any]        =					"".join(lowercase__    )
						for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
								with self.subTest(f'{tokenizer.__class__.__name__} ({pretrained_name})'    ):
										__lowercase					:		Union[str, Any]        =					True
										__lowercase					:		Dict        =					self.tokenizer_class.from_pretrained(lowercase__     , **lowercase__    )
										__lowercase					:		int        =					self.rust_tokenizer_class.from_pretrained(lowercase__     , **lowercase__    )

										__lowercase					:		Any        =					tokenizer_p.encode(lowercase__     , add_special_tokens=lowercase__    )
										__lowercase					:		List[str]        =					tokenizer_r.encode(lowercase__     , add_special_tokens=lowercase__    )

										__lowercase					:		Optional[Any]        =					tokenizer_r.convert_ids_to_tokens(lowercase__    )
										__lowercase					:		Union[str, Any]        =					tokenizer_p.convert_ids_to_tokens(lowercase__    )

										# it is expected that each Chinese character is not preceded by "##"
										self.assertListEqual(lowercase__     , lowercase__    )
										self.assertListEqual(lowercase__     , lowercase__    )

										__lowercase					:		int        =					False
										__lowercase					:		List[Any]        =					self.rust_tokenizer_class.from_pretrained(lowercase__     , **lowercase__    )
										__lowercase					:		Any        =					self.tokenizer_class.from_pretrained(lowercase__     , **lowercase__    )

										__lowercase					:		str        =					tokenizer_r.encode(lowercase__     , add_special_tokens=lowercase__    )
										__lowercase					:		Any        =					tokenizer_p.encode(lowercase__     , add_special_tokens=lowercase__    )

										__lowercase					:		int        =					tokenizer_r.convert_ids_to_tokens(lowercase__    )
										__lowercase					:		Optional[int]        =					tokenizer_p.convert_ids_to_tokens(lowercase__    )

										# it is expected that only the first Chinese character is not preceded by "##".
										__lowercase					:		int        =					[
										    f'##{token}' if idx != 0 else token for idx, token in enumerate(lowercase__    )
										]
										self.assertListEqual(lowercase__     , lowercase__    )
										self.assertListEqual(lowercase__     , lowercase__    )



				@slow
				def    snake_case     (  self       :						List[str]    ):
						__lowercase					:		int        =					self.tokenizer_class(self.vocab_file     , self.word_shape_file     , self.word_pronunciation_file    )

						__lowercase					:		Tuple        =					tokenizer.encode("你好"     , add_special_tokens=lowercase__    )
						__lowercase					:		int        =					tokenizer.encode("你是谁"     , add_special_tokens=lowercase__    )

						__lowercase					:		Optional[int]        =					tokenizer.build_inputs_with_special_tokens(lowercase__    )
						__lowercase					:		Union[str, Any]        =					tokenizer.build_inputs_with_special_tokens(lowercase__     , lowercase__    )

						assert encoded_sentence == [1] + text + [2]
						assert encoded_pair == [1] + text + [2] + text_a + [2]



				def    snake_case     (  self       :						List[Any]    ):
						__lowercase					:		Any        =					self.get_tokenizers(do_lower_case=lowercase__    )
						for tokenizer in tokenizers:
								with self.subTest(f'{tokenizer.__class__.__name__}'    ):
										__lowercase					:		str        =					"你好，你是谁"
										__lowercase					:		Optional[int]        =					tokenizer.tokenize(lowercase__    )
										__lowercase					:		Tuple        =					tokenizer.convert_tokens_to_ids(lowercase__    )
										__lowercase					:		Optional[Any]        =					tokenizer.convert_tokens_to_shape_ids(lowercase__    )
										__lowercase					:		int        =					tokenizer.convert_tokens_to_pronunciation_ids(lowercase__    )
										__lowercase					:		List[str]        =					tokenizer.prepare_for_model(
										    lowercase__     , lowercase__     , lowercase__     , add_special_tokens=lowercase__    )

										__lowercase					:		str        =					tokenizer.encode_plus(lowercase__     , add_special_tokens=lowercase__    )

										self.assertEqual(lowercase__     , lowercase__    )





"""simple docstring"""




import requests

_lowerCAmelCase							:   List[Any]				=				"https://newsapi.org/v1/articles?source=bbc-news&sortBy=top&apiKey="

def 		__snake_case		( SCREAMING_SNAKE_CASE__      :		str							)    ->  None:





     '''simple docstring'''

     _UpperCAmelCase     :      List[str]														=       requests.get(_NEWS_API + bbc_news_api_key							).json()
     # each article in the list is a dict
     for i, article in enumerate(bbc_news_page["articles"]		,    1							):
          print(f'{i}.) {article["title"]}'							)


if __name__ == "__main__":
 fetch_bbc_news(bbc_news_api_key="<Your BBC News API key goes here>")
