


'''simple docstring'''
import logging
import os
from typing import List, TextIO, Union

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


__snake_case							      =     logging.getLogger(__name__)
class    lowercase	(							A__					):

		"""simple docstring"""

		def __init__(		self    ,   UpperCamelCase_=-1							):

							'''simple docstring'''


							UpperCamelCase__   :Dict												= label_idx




		def     lowerCAmelCase__				(		self    ,   UpperCamelCase_    ,   UpperCamelCase_							):

							'''simple docstring'''


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




		def     lowerCAmelCase__				(		self    ,   UpperCamelCase_    ,   UpperCamelCase_    ,   UpperCamelCase_							):

							'''simple docstring'''


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




		def     lowerCAmelCase__				(		self    ,   UpperCamelCase_							):

							'''simple docstring'''


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



class    lowercase	(							A__					):

		"""simple docstring"""

		def __init__(		self							):

							'''simple docstring'''


							super().__init__(label_idx=-2							)




		def     lowerCAmelCase__				(		self    ,   UpperCamelCase_							):

							'''simple docstring'''


							if path:
												with open(_a    ,   '''r'''							) as f:
																	UpperCamelCase__   :Tuple												= f.read().splitlines()
												if "O" not in labels:
																	UpperCamelCase__   :Union[str, 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    lowercase	(							A__					):

		"""simple docstring"""

		def     lowerCAmelCase__				(		self    ,   UpperCamelCase_    ,   UpperCamelCase_							):

							'''simple docstring'''


							if isinstance(_a    ,   _a							):
												UpperCamelCase__   :List[Any]												= mode.value
							UpperCamelCase__   :Union[str, Any]												= os.path.join(_a    ,   F'''{mode}.txt'''							)
							UpperCamelCase__   :Optional[int]												= 1
							UpperCamelCase__   :List[str]												= []

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




		def     lowerCAmelCase__				(		self    ,   UpperCamelCase_    ,   UpperCamelCase_    ,   UpperCamelCase_							):

							'''simple docstring'''


							UpperCamelCase__   :Any												= 0
							for sentence in parse_incr(_a							):
												UpperCamelCase__   :List[Any]												= preds_list[example_id]
												UpperCamelCase__   :Optional[Any]												= ""
												for token in sentence:
																	out += F'''{token["form"]} ({token["upos"]}|{s_p.pop(0							)}) '''
												out += "\n"
												writer.write(_a							)
												example_id += 1




		def     lowerCAmelCase__				(		self    ,   UpperCamelCase_							):

							'''simple docstring'''


							if path:
												with open(_a    ,   '''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",
												]

def   lowerCAmelCase_						(					_snake_case      :  str      ,   _snake_case      :  str   )				->		bool:







	'''simple docstring'''


	__magic_name__		:		Union[str, Any]	   =     len(_snake_case   ) + 1
	__magic_name__		:		List[str]	   =     len(_snake_case   ) + 1

	# dp is a 2d matrix where dp[i][j] denotes whether prefix string of
	# length i of input_string matches with prefix string of length j of
	# given pattern.
	# "dp" stands for dynamic programming.
	__magic_name__		:		str	   =     [[0 for i in range(_snake_case   )] for j in range(_snake_case   )]

	# since string of zero length match pattern of zero length
	__magic_name__		:		Optional[int]	   =     1

	# since pattern of zero length will never match with string of non-zero length
	for i in range(1      ,   _snake_case   ):
		__magic_name__		:		Optional[int]	   =     0

	# since string of zero length will match with pattern where there
	# is at least one * alternatively
	for j in range(1      ,   _snake_case   ):
		__magic_name__		:		Union[str, Any]	   =     dp[0][j - 2] if pattern[j - 1] == "*" else 0

	# now using bottom-up approach to find for all remaining lengths
	for i in range(1      ,   _snake_case   ):
		for j in range(1      ,   _snake_case   ):
			if input_string[i - 1] == pattern[j - 1] or pattern[j - 1] == ".":
				__magic_name__		:		Optional[int]	   =     dp[i - 1][j - 1]

			elif pattern[j - 1] == "*":
				if dp[i][j - 2] == 1:
					__magic_name__		:		Optional[Any]	   =     1
				elif pattern[j - 2] in (input_string[i - 1], "."):
					__magic_name__		:		List[Any]	   =     dp[i - 1][j]
				else:
					__magic_name__		:		Union[str, Any]	   =     0
			else:
				__magic_name__		:		Dict	   =     0

	return bool(dp[-1][-1]   )


if __name__ == "__main__":
				import doctest

				doctest.testmod()
				# inputing the strings
				# input_string = input("input a string :")
				# pattern = input("input a pattern :")

				snake_case :		Optional[Any]							      =  "aab"
				snake_case :		List[str]							      =  "c*a*b"

				# using function to check whether given string matches the given pattern
				if match_pattern(input_string, pattern):
								print(F"{input_string} matches the given pattern {pattern}")
				else:
								print(F"{input_string} does not match with the given pattern {pattern}")
