






"""simple docstring"""




import logging
import os
from typing import List, TextIO, Union

from conllu import parse_incr
from utils_ner import InputExample, Split, TokenClassificationTask


UpperCAmelCase_       :							str             =				logging.getLogger(__name__)


class 	__UpperCAmelCase		(				_a	):


	'''simple docstring'''





	def __init__(     self      ,      _A=-1					):



		'''simple docstring'''

		_SCREAMING_SNAKE_CASE						=label_idx


	def 				UpperCamelCase_  (     self      ,      _A      ,      _A					):



		'''simple docstring'''

		if isinstance(__lowerCAmelCase      ,      __lowerCAmelCase					):
			_SCREAMING_SNAKE_CASE						=mode.value
		_SCREAMING_SNAKE_CASE						=os.path.join(__lowerCAmelCase      ,      f"""{mode}.txt"""					)
		_SCREAMING_SNAKE_CASE						=1
		_SCREAMING_SNAKE_CASE						=[]
		with open(__lowerCAmelCase      ,      encoding='''utf-8'''					) as f:
			_SCREAMING_SNAKE_CASE						=[]
			_SCREAMING_SNAKE_CASE						=[]
			for line in f:
				if line.startswith('''-DOCSTART-'''					) or line == "" or line == "\n":
					if words:
						examples.append(InputExample(guid=f"""{mode}-{guid_index}"""      ,      words=__lowerCAmelCase      ,      labels=__lowerCAmelCase					)					)
						guid_index += 1
						_SCREAMING_SNAKE_CASE						=[]
						_SCREAMING_SNAKE_CASE						=[]
				else:
					_SCREAMING_SNAKE_CASE						=line.split(''' '''					)
					words.append(splits[0]					)
					if len(__lowerCAmelCase					) > 1:
						labels.append(splits[self.label_idx].replace('''\n'''      ,      ''''''					)					)
					else:
						# Examples could have no label for mode = "test"
						labels.append('''O'''					)
			if words:
				examples.append(InputExample(guid=f"""{mode}-{guid_index}"""      ,      words=__lowerCAmelCase      ,      labels=__lowerCAmelCase					)					)
		return examples


	def 				UpperCamelCase_  (     self      ,      _A      ,      _A      ,      _A					):



		'''simple docstring'''

		_SCREAMING_SNAKE_CASE						=0
		for line in test_input_reader:
			if line.startswith('''-DOCSTART-'''					) or line == "" or line == "\n":
				writer.write(__lowerCAmelCase					)
				if not preds_list[example_id]:
					example_id += 1
			elif preds_list[example_id]:
				_SCREAMING_SNAKE_CASE						=line.split()[0] + ''' ''' + preds_list[example_id].pop(0					) + '''\n'''
				writer.write(__lowerCAmelCase					)
			else:
				logger.warning('''Maximum sequence length exceeded: No prediction for \'%s\'.'''      ,      line.split()[0]					)







	def 				UpperCamelCase_  (     self      ,      _A					):



		'''simple docstring'''

		if path:
			with open(__lowerCAmelCase      ,      '''r'''					) as f:
				_SCREAMING_SNAKE_CASE						=f.read().splitlines()
			if "O" not in labels:
				_SCREAMING_SNAKE_CASE						=['''O'''] + labels
			return labels
		else:
			return ["O", "B-MISC", "I-MISC", "B-PER", "I-PER", "B-ORG", "I-ORG", "B-LOC", "I-LOC"]




class 	__UpperCAmelCase		(				_a	):


	'''simple docstring'''





	def __init__(     self					):



		'''simple docstring'''

		super().__init__(label_idx=-2					)







	def 				UpperCamelCase_  (     self      ,      _A					):



		'''simple docstring'''

		if path:
			with open(__lowerCAmelCase      ,      '''r'''					) as f:
				_SCREAMING_SNAKE_CASE						=f.read().splitlines()
			if "O" not in labels:
				_SCREAMING_SNAKE_CASE						=['''O'''] + labels
			return labels
		else:
			return [
			    "O",
			    "B-ADVP",
			    "B-INTJ",
			    "B-LST",
			    "B-PRT",
			    "B-NP",
			    "B-SBAR",
			    "B-VP",
			    "B-ADJP",
			    "B-CONJP",
			    "B-PP",
			    "I-ADVP",
			    "I-INTJ",
			    "I-LST",
			    "I-PRT",
			    "I-NP",
			    "I-SBAR",
			    "I-VP",
			    "I-ADJP",
			    "I-CONJP",
			    "I-PP",
			]




class 	__UpperCAmelCase		(				_a	):


	'''simple docstring'''





	def 				UpperCamelCase_  (     self      ,      _A      ,      _A					):



		'''simple docstring'''

		if isinstance(__lowerCAmelCase      ,      __lowerCAmelCase					):
			_SCREAMING_SNAKE_CASE						=mode.value
		_SCREAMING_SNAKE_CASE						=os.path.join(__lowerCAmelCase      ,      f"""{mode}.txt"""					)
		_SCREAMING_SNAKE_CASE						=1
		_SCREAMING_SNAKE_CASE						=[]

		with open(__lowerCAmelCase      ,      encoding='''utf-8'''					) as f:
			for sentence in parse_incr(__lowerCAmelCase					):
				_SCREAMING_SNAKE_CASE						=[]
				_SCREAMING_SNAKE_CASE						=[]
				for token in sentence:
					words.append(token['''form''']					)
					labels.append(token['''upos''']					)
				assert len(__lowerCAmelCase					) == len(__lowerCAmelCase					)
				if words:
					examples.append(InputExample(guid=f"""{mode}-{guid_index}"""      ,      words=__lowerCAmelCase      ,      labels=__lowerCAmelCase					)					)
					guid_index += 1
		return examples


	def 				UpperCamelCase_  (     self      ,      _A      ,      _A      ,      _A					):



		'''simple docstring'''

		_SCREAMING_SNAKE_CASE						=0
		for sentence in parse_incr(__lowerCAmelCase					):
			_SCREAMING_SNAKE_CASE						=preds_list[example_id]
			_SCREAMING_SNAKE_CASE						=''''''
			for token in sentence:
				out += f"""{token["form"]} ({token["upos"]}|{s_p.pop(0					)}) """
			out += "\n"
			writer.write(__lowerCAmelCase					)
			example_id += 1







	def 				UpperCamelCase_  (     self      ,      _A					):



		'''simple docstring'''

		if path:
			with open(__lowerCAmelCase      ,      '''r'''					) as f:
				return f.read().splitlines()
		else:
			return [
			    "ADJ",
			    "ADP",
			    "ADV",
			    "AUX",
			    "CCONJ",
			    "DET",
			    "INTJ",
			    "NOUN",
			    "NUM",
			    "PART",
			    "PRON",
			    "PROPN",
			    "PUNCT",
			    "SCONJ",
			    "SYM",
			    "VERB",
			    "X",
			]











from __future__ import annotations

# This is the precision for this function which can be altered.
# It is recommended for users to keep this number greater than or equal to 10.
UpperCamelCase__           =			10





def      _UpperCamelCase  (a__ :int ,      a__ :int ,      a__ :list[int] ,      a__ :int							):






							"""simple docstring"""





							for i in range(a__ ,      a__							):
														if array[i] == target:
																					return i
							return -1





def      _UpperCamelCase  (a__ :list[int] ,      a__ :int							):






							"""simple docstring"""





							UpperCamelCase__					  =      0
							UpperCamelCase__					  =      len(a__							)
							while left <= right:
														if right - left < precision:
																					return lin_search(a__ ,      a__ ,      a__ ,      a__							)

														UpperCamelCase__					  =      (left + right) // 3 + 1
														UpperCamelCase__					  =      2 * (left + right) // 3 + 1

														if array[one_third] == target:
																					return one_third
														elif array[two_third] == target:
																					return two_third

														elif target < array[one_third]:
																					UpperCamelCase__					  =      one_third - 1
														elif array[two_third] < target:
																					UpperCamelCase__					  =      two_third + 1

														else:
																					UpperCamelCase__					  =      one_third + 1
																					UpperCamelCase__					  =      two_third - 1
							else:
														return -1





def      _UpperCamelCase  (a__ :int ,      a__ :int ,      a__ :list[int] ,      a__ :int							):






							"""simple docstring"""





							if left < right:
														if right - left < precision:
																					return lin_search(a__ ,      a__ ,      a__ ,      a__							)
														UpperCamelCase__					  =      (left + right) // 3 + 1
														UpperCamelCase__					  =      2 * (left + right) // 3 + 1

														if array[one_third] == target:
																					return one_third
														elif array[two_third] == target:
																					return two_third

														elif target < array[one_third]:
																					return rec_ternary_search(a__ ,      one_third - 1 ,      a__ ,      a__							)
														elif array[two_third] < target:
																					return rec_ternary_search(two_third + 1 ,      a__ ,      a__ ,      a__							)
														else:
																					return rec_ternary_search(one_third + 1 ,      two_third - 1 ,      a__ ,      a__							)
							else:
														return -1


if __name__ == "__main__":
					import doctest

					doctest.testmod()

					UpperCamelCase__           =			input("Enter numbers separated by comma:\n").strip()
					UpperCamelCase__           =			[int(item.strip()) for item in user_input.split(",")]
					assert collection == sorted(collection), f"List must be ordered.\n{collection}."
					UpperCamelCase__           =			int(input("Enter the number to be found in the list:\n").strip())
					UpperCamelCase__           =			ite_ternary_search(collection, target)
					UpperCamelCase__           =			rec_ternary_search(0, len(collection) - 1, collection, target)
					if resulta != -1:
										print(f"""Iterative search: {target} found at positions: {resulta}""")
										print(f"""Recursive search: {target} found at positions: {resulta}""")
					else:
										print("Not found")




