
"""simple docstring"""







import os
import unittest

from transformers import BatchEncoding
from transformers.models.bert.tokenization_bert import (
    BasicTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.models.prophetnet.tokenization_prophetnet import VOCAB_FILES_NAMES, ProphetNetTokenizer
from transformers.testing_utils import require_torch, slow

from ...test_tokenization_common import TokenizerTesterMixin







class 							__magic_name__     (		lowercase__      ,		unittest.TestCase   ):
					_SCREAMING_SNAKE_CASE       :					Optional[Any]     							=   ProphetNetTokenizer
					_SCREAMING_SNAKE_CASE       :					Union[str, Any]     							=   False





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

												__snake_case     			=       [
												    "[UNK]",
												    "[CLS]",
												    "[SEP]",
												    "[PAD]",
												    "[MASK]",
												    "want",
												    "##want",
												    "##ed",
												    "wa",
												    "un",
												    "runn",
												    "##ing",
												    ",",
												    "low",
												    "lowest",
												]
												__snake_case     			=       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 							lowerCAmelCase      (				self   :							int							,						snake_case_   :							Any    ):
												__snake_case     			=       "UNwant\u00E9d,running"
												__snake_case     			=       "unwanted, running"
												return input_text, output_text





					def 							lowerCAmelCase      (				self   :							Dict    ):
												__snake_case     			=       self.tokenizer_class(self.vocab_file    )

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





					def 							lowerCAmelCase      (				self   :							Tuple    ):
												__snake_case     			=       BasicTokenizer()

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





					def 							lowerCAmelCase      (				self   :							List[Any]    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							Tuple    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_							,						strip_accents=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							int    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_							,						strip_accents=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							List[str]    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							Dict    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							List[Any]    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_							,						strip_accents=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							Optional[Any]    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_							,						strip_accents=snake_case_    )

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





					def 							lowerCAmelCase      (				self   :							str    ):
												__snake_case     			=       BasicTokenizer(do_lower_case=snake_case_							,						never_split=["[UNK]"]    )

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





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

												__snake_case     			=       {}
												for i, token in enumerate(snake_case_    ):
																			__snake_case     			=       i
												__snake_case     			=       WordpieceTokenizer(vocab=snake_case_							,						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"]    )





					@require_torch
					def 							lowerCAmelCase      (				self   :							List[str]    ):
												__snake_case     			=       self.tokenizer_class.from_pretrained("microsoft/prophetnet-large-uncased"    )

												__snake_case     			=       ["A long paragraph for summarization.", "Another paragraph for summarization."]
												__snake_case     			=       [1037, 2146, 20423, 2005, 7680, 7849, 3989, 1012, 102]
												__snake_case     			=       tokenizer(snake_case_							,						padding=snake_case_							,						return_tensors="pt"    )
												self.assertIsInstance(snake_case_							,						snake_case_    )
												__snake_case     			=       list(batch.input_ids.numpy()[0]    )
												self.assertListEqual(snake_case_							,						snake_case_    )

												self.assertEqual((2, 9)							,						batch.input_ids.shape    )
												self.assertEqual((2, 9)							,						batch.attention_mask.shape    )





					def 							lowerCAmelCase      (				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 							lowerCAmelCase      (				self   :							int    ):
												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 							lowerCAmelCase      (				self   :							str    ):
												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(" "    )    )





					@slow
					def 							lowerCAmelCase      (				self   :							List[str]    ):
												__snake_case     			=       self.tokenizer_class.from_pretrained("microsoft/prophetnet-large-uncased"    )

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

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

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


"""simple docstring"""







from __future__ import annotations

from dataclasses import dataclass







@dataclass
class 							__magic_name__     :
					_SCREAMING_SNAKE_CASE       :					float
					_SCREAMING_SNAKE_CASE       :					TreeNode | None     							=   None
					_SCREAMING_SNAKE_CASE       :					TreeNode | None     							=   None




def   __UpperCamelCase   (					SCREAMING_SNAKE_CASE )  ->     bool:







							"""simple docstring"""


							def is_valid_tree(SCREAMING_SNAKE_CASE ) -> bool:
														if node is None:
																					return True

														if not isinstance(SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE ):
																					return False

														try:
																					float(node.data )
														except (TypeError, ValueError):
																					return False

														return is_valid_tree(node.left ) and is_valid_tree(node.right )

							if not is_valid_tree(SCREAMING_SNAKE_CASE ):
														raise ValueError(
														    "Each node should be type of TreeNode and data should be float." )

							def is_binary_search_tree_recursive_check(
							    SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE							,    SCREAMING_SNAKE_CASE ) -> bool:

														if node is None:
																					return True

														return (
														    left_bound < node.data < right_bound
														    and is_binary_search_tree_recursive_check(node.left							,    SCREAMING_SNAKE_CASE							,    node.data )
														    and is_binary_search_tree_recursive_check(
														        node.right							,    node.data							,    SCREAMING_SNAKE_CASE )
														)

							return is_binary_search_tree_recursive_check(SCREAMING_SNAKE_CASE							,    -float("inf" )							,    float("inf" ) )


if __name__ == "__main__":
		import doctest

		doctest.testmod()
