"""simple docstring"""





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

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


__A  =				logging.getLogger(__name__)






class  _snake_case     (					a__		):






						def __init__(       self      :			Tuple							,					UpperCAmelCase      :			Any=-1    ):
													# in NER datasets, the last column is usually reserved for NER label
													__lowerCamelCase					:		List[Any]		   =     label_idx






						def       lowerCamelCase__     (       self      :			Union[str, Any]							,					UpperCAmelCase      :			Optional[Any]							,					UpperCAmelCase      :			Union[Split, str]    ):
													if isinstance(UpperCAmelCase							,					UpperCAmelCase    ):
																				__lowerCamelCase					:		Tuple		   =     mode.value
													__lowerCamelCase					:		Dict		   =     os.path.join(UpperCAmelCase							,					F"""{mode}.txt"""    )
													__lowerCamelCase					:		Optional[int]		   =     1
													__lowerCamelCase					:		Tuple		   =     []
													with open(UpperCAmelCase							,					encoding="utf-8"    ) as f:
																				__lowerCamelCase					:		str		   =     []
																				__lowerCamelCase					:		List[str]		   =     []
																				for line in f:
																											if line.startswith("-DOCSTART-"    ) or line == "" or line == "\n":
																																		if words:
																																									examples.append(InputExample(guid=F"""{mode}-{guid_index}"""							,					words=UpperCAmelCase							,					labels=UpperCAmelCase    )    )
																																									guid_index += 1
																																									__lowerCamelCase					:		List[Any]		   =     []
																																									__lowerCamelCase					:		Union[str, Any]		   =     []
																											else:
																																		__lowerCamelCase					:		Tuple		   =     line.split(" "    )
																																		words.append(splits[0]    )
																																		if len(UpperCAmelCase    ) > 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=UpperCAmelCase							,					labels=UpperCAmelCase    )    )
													return examples






						def       lowerCamelCase__     (       self      :			Any							,					UpperCAmelCase      :			TextIO							,					UpperCAmelCase      :			TextIO							,					UpperCAmelCase      :			List    ):
													__lowerCamelCase					:		Optional[Any]		   =     0
													for line in test_input_reader:
																				if line.startswith("-DOCSTART-"    ) or line == "" or line == "\n":
																											writer.write(UpperCAmelCase    )
																											if not preds_list[example_id]:
																																		example_id += 1
																				elif preds_list[example_id]:
																											__lowerCamelCase					:		Union[str, Any]		   =     line.split()[0] + " " + preds_list[example_id].pop(0    ) + "\n"
																											writer.write(UpperCAmelCase    )
																				else:
																											logger.warning("Maximum sequence length exceeded: No prediction for '%s'."							,					line.split()[0]    )







						def       lowerCamelCase__     (       self      :			Tuple							,					UpperCAmelCase      :			str    ):
													if path:
																				with open(UpperCAmelCase							,					"r"    ) as f:
																											__lowerCamelCase					:		str		   =     f.read().splitlines()
																				if "O" not in labels:
																											__lowerCamelCase					:		str		   =     ["O"] + labels
																				return labels
													else:
																				return ["O", "B-MISC", "I-MISC", "B-PER", "I-PER", "B-ORG", "I-ORG", "B-LOC", "I-LOC"]






class  _snake_case     (					a__		):






						def __init__(       self      :			str    ):
													# in CONLL2003 dataset chunk column is second-to-last
													super().__init__(label_idx=-2    )







						def       lowerCamelCase__     (       self      :			List[str]							,					UpperCAmelCase      :			str    ):
													if path:
																				with open(UpperCAmelCase							,					"r"    ) as f:
																											__lowerCamelCase					:		str		   =     f.read().splitlines()
																				if "O" not in labels:
																											__lowerCamelCase					:		Optional[Any]		   =     ["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  _snake_case     (					a__		):






						def       lowerCamelCase__     (       self      :			List[Any]							,					UpperCAmelCase      :			Optional[Any]							,					UpperCAmelCase      :			Union[Split, str]    ):
													if isinstance(UpperCAmelCase							,					UpperCAmelCase    ):
																				__lowerCamelCase					:		Optional[int]		   =     mode.value
													__lowerCamelCase					:		List[Any]		   =     os.path.join(UpperCAmelCase							,					F"""{mode}.txt"""    )
													__lowerCamelCase					:		List[Any]		   =     1
													__lowerCamelCase					:		str		   =     []

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






						def       lowerCamelCase__     (       self      :			Optional[Any]							,					UpperCAmelCase      :			TextIO							,					UpperCAmelCase      :			TextIO							,					UpperCAmelCase      :			List    ):
													__lowerCamelCase					:		int		   =     0
													for sentence in parse_incr(UpperCAmelCase    ):
																				__lowerCamelCase					:		str		   =     preds_list[example_id]
																				__lowerCamelCase					:		List[str]		   =     ""
																				for token in sentence:
																											out += F"""{token["form"]} ({token["upos"]}|{s_p.pop(0    )}) """
																				out += "\n"
																				writer.write(UpperCAmelCase    )
																				example_id += 1







						def       lowerCamelCase__     (       self      :			str							,					UpperCAmelCase      :			str    ):
													if path:
																				with open(UpperCAmelCase							,					"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",
																				]
"""simple docstring"""





import math


def    lowercase_   (   _lowerCamelCase:	int      ) ->      bool:



							'''simple docstring'''

							if 1 < number < 4:
														# 2 and 3 are primes
														return True
							elif number < 2 or number % 2 == 0 or number % 3 == 0:
														# Negatives, 0, 1, all even numbers, all multiples of 3 are not primes
														return False

							# All primes number are in format of 6k +/- 1
							for i in range(5						,   int(math.sqrt(_lowerCamelCase      ) + 1      )						,   6      ):
														if number % i == 0 or number % (i + 2) == 0:
																					return False
							return True


def    lowercase_   (   _lowerCamelCase:	int = 10001      ) ->      int:



							'''simple docstring'''

							try:
														__lowerCamelCase					:		Optional[int]		   =     int(_lowerCamelCase      )
							except (TypeError, ValueError):
														raise TypeError("Parameter nth must be int or castable to int."      ) from None
							if nth <= 0:
														raise ValueError("Parameter nth must be greater than or equal to one."      )
							__lowerCamelCase					:		list[int]		   =     []
							__lowerCamelCase					:		Tuple		   =     2
							while len(_lowerCamelCase      ) < nth:
														if is_prime(_lowerCamelCase      ):
																					primes.append(_lowerCamelCase      )
																					num += 1
														else:
																					num += 1
							return primes[len(_lowerCamelCase      ) - 1]


if __name__ == "__main__":
				print(F"""{solution() = }""")