



from collections.abc import Sequence
from queue import Queue







class       __lowerCAmelCase   :



			def __init__(						self       :  Union[str, Any]			,		A       :  int			,		A       :  Dict			,		A       :  Dict			,		A       :  Union[str, Any]=None			,		A       :  Optional[Any]=None)       ->   str:



						"""simple docstring"""






						_UpperCAmelCase			=       start
						_UpperCAmelCase			=       end
						_UpperCAmelCase			=       val
						_UpperCAmelCase			=       (start + end) // 2
						_UpperCAmelCase			=       left
						_UpperCAmelCase			=       right



			def __repr__(						self       :  Tuple)       ->   List[Any]:



						"""simple docstring"""






						return F"SegmentTreeNode(start={self.start}, end={self.end}, val={self.val})"







class       __lowerCAmelCase   :



			def __init__(						self       :  Tuple			,		A       :  Sequence			,		A       :  Optional[int])       ->   List[Any]:



						"""simple docstring"""






						_UpperCAmelCase			=       collection
						_UpperCAmelCase			=       function
						if self.collection:
									_UpperCAmelCase			=       self._build_tree(0			,		len(A) - 1)



			def    _lowerCamelCase	(						self       :  Tuple			,		A       :  Union[str, Any]			,		A       :  Dict)       ->   Any:



						"""simple docstring"""






						self._update_tree(self.root			,		A			,		A)



			def    _lowerCamelCase	(						self       :  int			,		A       :  int			,		A       :  Any)       ->   int:



						"""simple docstring"""






						return self._query_range(self.root			,		A			,		A)



			def    _lowerCamelCase	(						self       :  List[str]			,		A       :  Any			,		A       :  List[str])       ->   List[Any]:



						"""simple docstring"""






						if start == end:
									return SegmentTreeNode(A			,		A			,		self.collection[start])
						_UpperCAmelCase			=       (start + end) // 2
						_UpperCAmelCase			=       self._build_tree(A			,		A)
						_UpperCAmelCase			=       self._build_tree(mid + 1			,		A)
						return SegmentTreeNode(A			,		A			,		self.fn(left.val			,		right.val)			,		A			,		A)



			def    _lowerCamelCase	(						self       :  Optional[Any]			,		A       :  Any			,		A       :  List[Any]			,		A       :  Optional[Any])       ->   Optional[int]:



						"""simple docstring"""






						if node.start == i and node.end == i:
									_UpperCAmelCase			=       val
									return
						if i <= node.mid:
									self._update_tree(node.left			,		A			,		A)
						else:
									self._update_tree(node.right			,		A			,		A)
						_UpperCAmelCase			=       self.fn(node.left.val			,		node.right.val)



			def    _lowerCamelCase	(						self       :  Tuple			,		A       :  Optional[int]			,		A       :  str			,		A       :  List[Any])       ->   str:



						"""simple docstring"""






						if node.start == i and node.end == j:
									return node.val

						if i <= node.mid:
									if j <= node.mid:
												# range in left child tree
												return self._query_range(node.left			,		A			,		A)
									else:
												# range in left child tree and right child tree
												return self.fn(
												    self._query_range(node.left			,		A			,		node.mid)			,		self._query_range(node.right			,		node.mid + 1			,		A)			,		)
						else:
									# range in right child tree
									return self._query_range(node.right			,		A			,		A)



			def    _lowerCamelCase	(						self       :  int)       ->   List[str]:



						"""simple docstring"""






						if self.root is not None:
									_UpperCAmelCase			=       Queue()
									queue.put(self.root)
									while not queue.empty():
												_UpperCAmelCase			=       queue.get()
												yield node

												if node.left is not None:
															queue.put(node.left)

												if node.right is not None:
															queue.put(node.right)


if __name__ == "__main__":
							import operator

							for fn in [operator.add, max, min]:
														print("*" * 50)
														UpperCAmelCase__       =	SegmentTree([2, 1, 5, 3, 4], fn)
														for node in arr.traverse():
																					print(node)
														print()

														arr.update(1, 5)
														for node in arr.traverse():
																					print(node)
														print()

														print(arr.query_range(3, 4))  # 7
														print(arr.query_range(2, 2))  # 5
														print(arr.query_range(1, 3))  # 13
														print()





import json
import os
import unittest

from transformers import CLIPTokenizer, CLIPTokenizerFast
from transformers.models.clip.tokenization_clip import VOCAB_FILES_NAMES
from transformers.testing_utils import require_ftfy, require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin







@require_tokenizers
class       __lowerCAmelCase   (      A    ,						unittest.TestCase						):
			UpperCamelCase        =					CLIPTokenizer
			UpperCamelCase        =					CLIPTokenizerFast
			UpperCamelCase        =					True
			UpperCamelCase        =					{}
			UpperCamelCase        =					False



			def    _lowerCamelCase	(						self       :  List[str])       ->   List[str]:



						"""simple docstring"""






						super().setUp()

						# fmt: off
						_UpperCAmelCase			=       ['l', 'o', 'w', 'e', 'r', 's', 't', 'i', 'd', 'n', 'lo', 'l</w>', 'w</w>', 'r</w>', 't</w>', 'low</w>', 'er</w>', 'lowest</w>', 'newer</w>', 'wider', '<unk>', '<|startoftext|>', '<|endoftext|>']
						# fmt: on
						_UpperCAmelCase			=       dict(zip(A			,		range(len(A))))
						_UpperCAmelCase			=       ['#version: 0.2', 'l o', 'lo w</w>', 'e r</w>']
						_UpperCAmelCase			=       {'unk_token': '<unk>'}

						_UpperCAmelCase			=       os.path.join(self.tmpdirname			,		VOCAB_FILES_NAMES['vocab_file'])
						_UpperCAmelCase			=       os.path.join(self.tmpdirname			,		VOCAB_FILES_NAMES['merges_file'])
						with open(self.vocab_file			,		'w'			,		encoding='utf-8') as fp:
									fp.write(json.dumps(A) + '\n')
						with open(self.merges_file			,		'w'			,		encoding='utf-8') as fp:
									fp.write('\n'.join(A))



			def    _lowerCamelCase	(						self       :  Optional[Any]			,		**A       :  str)       ->   Optional[int]:



						"""simple docstring"""






						kwargs.update(self.special_tokens_map)
						return CLIPTokenizer.from_pretrained(self.tmpdirname			,		**A)



			def    _lowerCamelCase	(						self       :  Any			,		**A       :  Dict)       ->   Union[str, Any]:



						"""simple docstring"""






						kwargs.update(self.special_tokens_map)
						return CLIPTokenizerFast.from_pretrained(self.tmpdirname			,		**A)



			def    _lowerCamelCase	(						self       :  Optional[int]			,		A       :  Union[str, Any])       ->   int:



						"""simple docstring"""






						_UpperCAmelCase			=       'lower newer'
						_UpperCAmelCase			=       'lower newer'
						return input_text, output_text



			def    _lowerCamelCase	(						self       :  Dict)       ->   Any:



						"""simple docstring"""






						_UpperCAmelCase			=       CLIPTokenizer(self.vocab_file			,		self.merges_file			,		**self.special_tokens_map)
						_UpperCAmelCase			=       'lower newer'
						_UpperCAmelCase			=       ['lo', 'w', 'er</w>', 'n', 'e', 'w', 'er</w>']
						_UpperCAmelCase			=       tokenizer.tokenize(A)
						self.assertListEqual(A			,		A)

						_UpperCAmelCase			=       tokens + [tokenizer.unk_token]
						_UpperCAmelCase			=       [10, 2, 16, 9, 3, 2, 16, 20]
						self.assertListEqual(tokenizer.convert_tokens_to_ids(A)			,		A)



			@require_ftfy
			def    _lowerCamelCase	(						self       :  List[Any])       ->   Dict:



						"""simple docstring"""






						for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
									with self.subTest(F"{tokenizer.__class__.__name__} ({pretrained_name})"):
												_UpperCAmelCase			=       self.tokenizer_class.from_pretrained(A			,		**A)
												_UpperCAmelCase			=       self.rust_tokenizer_class.from_pretrained(A			,		**A)

												_UpperCAmelCase			=       'A\n\'ll 11p223RF☆ho!!to?\'d\'d\'\'d of a cat to-$\'\'d.'
												_UpperCAmelCase			=       tokenizer_s.tokenize(A)
												_UpperCAmelCase			=       tokenizer_r.tokenize(A)

												self.assertListEqual(A			,		A)

												# Test that the tokenization is identical on an example containing a character (Latin Small Letter A
												# with Tilde) encoded in 2 different ways
												_UpperCAmelCase			=       'xa\u0303y' + ' ' + 'x\xe3y'
												_UpperCAmelCase			=       tokenizer_s.tokenize(A)
												_UpperCAmelCase			=       tokenizer_r.tokenize(A)

												self.assertListEqual(A			,		A)

												# Test that the tokenization is identical on unicode of space type
												_UpperCAmelCase			=       [
												    '\u0009',  # (horizontal tab, '\t')
												    '\u000B',  # (vertical tab)
												    '\u000C',  # (form feed)
												    '\u0020',  # (space, ' ')
												    '\u200E',  # (left-to-right mark):w
												    '\u200F',  # (right-to-left mark)
												]
												for unicode_seq in spaces_unicodes:
															_UpperCAmelCase			=       tokenizer_s.tokenize(A)
															_UpperCAmelCase			=       tokenizer_r.tokenize(A)

															self.assertListEqual(A			,		A)

												# Test that the tokenization is identical on unicode of line break type
												_UpperCAmelCase			=       [
												    '\u000A',  # (line feed, '\n')
												    '\r\n',  # (carriage return and line feed, '\r\n')
												    '\u000D',  # (carriage return, '\r')
												    '\r',  # (carriage return, '\r')
												    '\u000D',  # (carriage return, '\r')
												    '\u2028',  # (line separator)
												    '\u2029',  # (paragraph separator)
												    # "\u0085", # (next line)
												]

												# The tokenization is not identical for the character "\u0085" (next line). The slow version using ftfy transforms
												# it into the Horizontal Ellipsis character "…" ("\u2026") while the fast version transforms it into a
												# space (and thus into an empty list).

												for unicode_seq in line_break_unicodes:
															_UpperCAmelCase			=       tokenizer_s.tokenize(A)
															_UpperCAmelCase			=       tokenizer_r.tokenize(A)

															self.assertListEqual(A			,		A)



			def    _lowerCamelCase	(						self       :  str)       ->   Optional[Any]:



						"""simple docstring"""






						for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
									with self.subTest(F"{tokenizer.__class__.__name__} ({pretrained_name})"):
												_UpperCAmelCase			=       'hello'  # `hello` is a token in the vocabulary of `pretrained_name`
												_UpperCAmelCase			=       F"{text_of_1_token} {text_of_1_token}"

												_UpperCAmelCase			=       self.rust_tokenizer_class.from_pretrained(
												    A			,		use_fast=A			,		)
												_UpperCAmelCase			=       tokenizer_r(A			,		return_offsets_mapping=A			,		add_special_tokens=A)
												self.assertEqual(encoding.offset_mapping[0]			,		(0, len(A)))
												self.assertEqual(
												    encoding.offset_mapping[1]			,		(len(A) + 1, len(A) + 1 + len(A))			,		)

												_UpperCAmelCase			=       F" {text}"

												_UpperCAmelCase			=       self.rust_tokenizer_class.from_pretrained(
												    A			,		use_fast=A			,		)
												_UpperCAmelCase			=       tokenizer_r(A			,		return_offsets_mapping=A			,		add_special_tokens=A)
												self.assertEqual(encoding.offset_mapping[0]			,		(1, 1 + len(A)))
												self.assertEqual(
												    encoding.offset_mapping[1]			,		(1 + len(A) + 1, 1 + len(A) + 1 + len(A))			,		)



			def    _lowerCamelCase	(						self       :  Tuple)       ->   str:



						"""simple docstring"""






						with self.assertRaises(A) as context:
									self.rust_tokenizer_class.from_pretrained('robot-test/old-clip-tokenizer')

						self.assertTrue(
						    context.exception.args[0].startswith(
						        'The `backend_tokenizer` provided does not match the expected format.'))



			@require_ftfy
			def    _lowerCamelCase	(						self       :  int)       ->   int:



						"""simple docstring"""






						super().test_tokenization_python_rust_equals()



			def    _lowerCamelCase	(						self       :  Union[str, Any])       ->   Any:



						"""simple docstring"""






						pass
