"""simple docstring"""


import os
import unittest

from transformers import ElectraTokenizerFast
from transformers.models.electra.tokenization_electra import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    ElectraTokenizer,
    WordpieceTokenizer,
    _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        __UpperCAmelCase						(     __lowerCAmelCase				,				unittest.TestCase     ):
				A__				:       Optional[Any]  							=	ElectraTokenizer
				A__				:       int  							=	ElectraTokenizerFast
				A__				:       Optional[int]  							=	True
				A__				:       Optional[int]  							=	True
				A__				:       Optional[Any]  							=	filter_non_english

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

										lowerCamelCase__ =[
										    "[UNK]",
										    "[CLS]",
										    "[SEP]",
										    "[PAD]",
										    "[MASK]",
										    "want",
										    "##want",
										    "##ed",
										    "wa",
										    "un",
										    "runn",
										    "##ing",
										    ",",
										    "low",
										    "lowest",
										]
										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     ,			_lowerCamelCase				):
										lowerCamelCase__ ="UNwant\u00E9d,running"
										lowerCamelCase__ ="unwanted, running"
										return input_text, output_text

				def 		_a     (				self				):
										lowerCamelCase__ =self.tokenizer_class(self.vocab_file				)

										lowerCamelCase__ =tokenizer.tokenize("UNwant\u00E9d,running"				)
										self.assertListEqual(_lowerCamelCase     ,			["un", "##want", "##ed", ",", "runn", "##ing"]				)
										self.assertListEqual(tokenizer.convert_tokens_to_ids(_lowerCamelCase				)     ,			[9, 6, 7, 12, 10, 11]				)

				def 		_a     (				self				):
										if not self.test_rust_tokenizer:
																return

										lowerCamelCase__ =self.get_tokenizer()
										lowerCamelCase__ =self.get_rust_tokenizer()

										lowerCamelCase__ ="UNwant\u00E9d,running"

										lowerCamelCase__ =tokenizer.tokenize(_lowerCamelCase				)
										lowerCamelCase__ =rust_tokenizer.tokenize(_lowerCamelCase				)
										self.assertListEqual(_lowerCamelCase     ,			_lowerCamelCase				)

										lowerCamelCase__ =tokenizer.encode(_lowerCamelCase     ,			add_special_tokens=_lowerCamelCase				)
										lowerCamelCase__ =rust_tokenizer.encode(_lowerCamelCase     ,			add_special_tokens=_lowerCamelCase				)
										self.assertListEqual(_lowerCamelCase     ,			_lowerCamelCase				)

										lowerCamelCase__ =self.get_rust_tokenizer()
										lowerCamelCase__ =tokenizer.encode(_lowerCamelCase				)
										lowerCamelCase__ =rust_tokenizer.encode(_lowerCamelCase				)
										self.assertListEqual(_lowerCamelCase     ,			_lowerCamelCase				)

										# With lower casing
										lowerCamelCase__ =self.get_tokenizer(do_lower_case=_lowerCamelCase				)
										lowerCamelCase__ =self.get_rust_tokenizer(do_lower_case=_lowerCamelCase				)

										lowerCamelCase__ ="UNwant\u00E9d,running"

										lowerCamelCase__ =tokenizer.tokenize(_lowerCamelCase				)
										lowerCamelCase__ =rust_tokenizer.tokenize(_lowerCamelCase				)
										self.assertListEqual(_lowerCamelCase     ,			_lowerCamelCase				)

										lowerCamelCase__ =tokenizer.encode(_lowerCamelCase     ,			add_special_tokens=_lowerCamelCase				)
										lowerCamelCase__ =rust_tokenizer.encode(_lowerCamelCase     ,			add_special_tokens=_lowerCamelCase				)
										self.assertListEqual(_lowerCamelCase     ,			_lowerCamelCase				)

										lowerCamelCase__ =self.get_rust_tokenizer()
										lowerCamelCase__ =tokenizer.encode(_lowerCamelCase				)
										lowerCamelCase__ =rust_tokenizer.encode(_lowerCamelCase				)
										self.assertListEqual(_lowerCamelCase     ,			_lowerCamelCase				)

				def 		_a     (				self				):
										lowerCamelCase__ =BasicTokenizer()

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

				def 		_a     (				self				):
										lowerCamelCase__ =BasicTokenizer(do_lower_case=_lowerCamelCase				)

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

				def 		_a     (				self				):
										lowerCamelCase__ =BasicTokenizer(do_lower_case=_lowerCamelCase     ,			strip_accents=_lowerCamelCase				)

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

				def 		_a     (				self				):
										lowerCamelCase__ =BasicTokenizer(do_lower_case=_lowerCamelCase     ,			strip_accents=_lowerCamelCase				)

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

				def 		_a     (				self				):
										lowerCamelCase__ =BasicTokenizer(do_lower_case=_lowerCamelCase				)

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

				def 		_a     (				self				):
										lowerCamelCase__ =BasicTokenizer(do_lower_case=_lowerCamelCase				)

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

				def 		_a     (				self				):
										lowerCamelCase__ =BasicTokenizer(do_lower_case=_lowerCamelCase     ,			strip_accents=_lowerCamelCase				)

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

				def 		_a     (				self				):
										lowerCamelCase__ =BasicTokenizer(do_lower_case=_lowerCamelCase     ,			strip_accents=_lowerCamelCase				)

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

				def 		_a     (				self				):
										lowerCamelCase__ =BasicTokenizer(do_lower_case=_lowerCamelCase     ,			never_split=["[UNK]"]				)

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

				def 		_a     (				self				):
										lowerCamelCase__ =["[UNK]", "[CLS]", "[SEP]", "want", "##want", "##ed", "wa", "un", "runn", "##ing"]

										lowerCamelCase__ ={}
										for i, token in enumerate(_lowerCamelCase				):
																lowerCamelCase__ =i
										lowerCamelCase__ =WordpieceTokenizer(vocab=_lowerCamelCase     ,			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 		_a     (				self				):
										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 		_a     (				self				):
										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 		_a     (				self				):
										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 		_a     (				self				):
										lowerCamelCase__ =self.get_tokenizer()
										lowerCamelCase__ =self.get_rust_tokenizer()

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

										self.assertListEqual(
										    [rust_tokenizer.tokenize(_lowerCamelCase				) for t in ["Test", "\xad", "test"]]     ,			[["[UNK]"], [], ["[UNK]"]]				)

				@slow
				def 		_a     (				self				):
										lowerCamelCase__ =self.tokenizer_class.from_pretrained("google/electra-base-discriminator"				)

										lowerCamelCase__ =tokenizer.encode("sequence builders"     ,			add_special_tokens=_lowerCamelCase				)
										lowerCamelCase__ =tokenizer.encode("multi-sequence build"     ,			add_special_tokens=_lowerCamelCase				)

										lowerCamelCase__ =tokenizer.build_inputs_with_special_tokens(_lowerCamelCase				)
										lowerCamelCase__ =tokenizer.build_inputs_with_special_tokens(_lowerCamelCase     ,			_lowerCamelCase				)

										assert encoded_sentence == [101] + text + [102]
										assert encoded_pair == [101] + text + [102] + text_a + [102]

				def 		_a     (				self				):
										for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
																with self.subTest(F'''{tokenizer.__class__.__name__} ({pretrained_name})'''				):
																						lowerCamelCase__ =self.rust_tokenizer_class.from_pretrained(_lowerCamelCase     ,			**_lowerCamelCase				)

																						lowerCamelCase__ =F'''A, naïve {tokenizer_r.mask_token} AllenNLP sentence.'''
																						lowerCamelCase__ =tokenizer_r.encode_plus(
																						    _lowerCamelCase     ,			return_attention_mask=_lowerCamelCase     ,			return_token_type_ids=_lowerCamelCase     ,			return_offsets_mapping=_lowerCamelCase     ,			add_special_tokens=_lowerCamelCase     ,			)

																						lowerCamelCase__ =tokenizer_r.do_lower_case if hasattr(_lowerCamelCase     ,			"do_lower_case"				) else False
																						lowerCamelCase__ =(
																						    [
																						        ((0, 0), tokenizer_r.cls_token),
																						        ((0, 1), "A"),
																						        ((1, 2), ","),
																						        ((3, 5), "na"),
																						        ((5, 6), "##ï"),
																						        ((6, 8), "##ve"),
																						        ((9, 15), tokenizer_r.mask_token),
																						        ((16, 21), "Allen"),
																						        ((21, 23), "##NL"),
																						        ((23, 24), "##P"),
																						        ((25, 33), "sentence"),
																						        ((33, 34), "."),
																						        ((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, 15), tokenizer_r.mask_token),
																						        ((16, 21), "allen"),
																						        ((21, 23), "##nl"),
																						        ((23, 24), "##p"),
																						        ((25, 33), "sentence"),
																						        ((33, 34), "."),
																						        ((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 		_a     (				self				):
										lowerCamelCase__ =["的", "人", "有"]
										lowerCamelCase__ ="".join(_lowerCamelCase				)
										for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
																with self.subTest(F'''{tokenizer.__class__.__name__} ({pretrained_name})'''				):
																						lowerCamelCase__ =True
																						lowerCamelCase__ =self.tokenizer_class.from_pretrained(_lowerCamelCase     ,			**_lowerCamelCase				)
																						lowerCamelCase__ =self.rust_tokenizer_class.from_pretrained(_lowerCamelCase     ,			**_lowerCamelCase				)

																						lowerCamelCase__ =tokenizer_p.encode(_lowerCamelCase     ,			add_special_tokens=_lowerCamelCase				)
																						lowerCamelCase__ =tokenizer_r.encode(_lowerCamelCase     ,			add_special_tokens=_lowerCamelCase				)

																						lowerCamelCase__ =tokenizer_r.convert_ids_to_tokens(_lowerCamelCase				)
																						lowerCamelCase__ =tokenizer_p.convert_ids_to_tokens(_lowerCamelCase				)

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

																						lowerCamelCase__ =False
																						lowerCamelCase__ =self.rust_tokenizer_class.from_pretrained(_lowerCamelCase     ,			**_lowerCamelCase				)
																						lowerCamelCase__ =self.tokenizer_class.from_pretrained(_lowerCamelCase     ,			**_lowerCamelCase				)

																						lowerCamelCase__ =tokenizer_r.encode(_lowerCamelCase     ,			add_special_tokens=_lowerCamelCase				)
																						lowerCamelCase__ =tokenizer_p.encode(_lowerCamelCase     ,			add_special_tokens=_lowerCamelCase				)

																						lowerCamelCase__ =tokenizer_r.convert_ids_to_tokens(_lowerCamelCase				)
																						lowerCamelCase__ =tokenizer_p.convert_ids_to_tokens(_lowerCamelCase				)

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



"""simple docstring"""


class        __UpperCAmelCase						:

				def __init__(				self     ,			_lowerCamelCase				):
										lowerCamelCase__ =data
										lowerCamelCase__ =None
										lowerCamelCase__ =None





def       lowerCamelCase_			( __lowerCAmelCase       ,   __lowerCAmelCase    )							-> BinaryTreeNode | None:




						'''simple docstring'''



						if node is None:
												lowerCamelCase__ =BinaryTreeNode(__lowerCAmelCase    )
												return node

						# binary search tree is not empty,
						# so we will insert it into the tree
						# if new_value is less than value of data in node,
						#  add it to left subtree and proceed recursively
						if new_value < node.data:
												lowerCamelCase__ =insert(node.left_child       ,   __lowerCAmelCase    )
						else:
												# if new_value is greater than value of data in node,
												#  add it to right subtree and proceed recursively
												lowerCamelCase__ =insert(node.right_child       ,   __lowerCAmelCase    )
						return node





def       lowerCamelCase_			( __lowerCAmelCase    )							-> list[int]:  # if node is None,return




						'''simple docstring'''



						if node:
												lowerCamelCase__ =inorder(node.left_child    )
												lowerCamelCase__ =[*inorder_array, node.data]
												lowerCamelCase__ =inorder_array + inorder(node.right_child    )
						else:
												lowerCamelCase__ =[]
						return inorder_array





def       lowerCamelCase_			( )							-> BinaryTreeNode | None:




						'''simple docstring'''



						lowerCamelCase__ =insert(__lowerCAmelCase       ,   15    )
						insert(__lowerCAmelCase       ,   10    )
						insert(__lowerCAmelCase       ,   25    )
						insert(__lowerCAmelCase       ,   6    )
						insert(__lowerCAmelCase       ,   14    )
						insert(__lowerCAmelCase       ,   20    )
						insert(__lowerCAmelCase       ,   60    )
						return root





def       lowerCamelCase_			( )							-> None:




						'''simple docstring'''



						lowerCamelCase__ =make_tree()
						print("Printing values of binary search tree in Inorder Traversal."    )
						inorder(__lowerCAmelCase    )


if __name__ == "__main__":
	import doctest

	doctest.testmod()
	main()


