


from abc import ABC, abstractmethod
from typing import List, Optional



class 			lowerCamelCase__						(   snake_case__			):







						def __init__(							self   :    List[Any]		):
								# test for the above condition
								self.test()







						def __a						(							self   :    str		):
								A					       = 0
								A					       = False
								while not completed:
										if counter == 1:
												self.reset()
										A					       = self.advance()
										if not self.does_advance(lowercase_		):
												raise Exception(
												    'Custom Constraint is not defined correctly. self.does_advance(self.advance()) must be true.'		)

										A					       = self.update(lowercase_		)
										counter += 1

										if counter > 10_000:
												raise Exception('update() does not fulfill the constraint.'		)

								if self.remaining() != 0:
										raise Exception('Custom Constraint is not defined correctly.'		)







						@abstractmethod
						def __a						(							self   :    Tuple		):
								raise NotImplementedError(
								    f'{self.__class__} is an abstract class. Only classes inheriting this class can be called.'		)







						@abstractmethod
						def __a						(							self   :    Union[str, Any]			,			_lowercase   :    Optional[Any]		):
								raise NotImplementedError(
								    f'{self.__class__} is an abstract class. Only classes inheriting this class can be called.'		)







						@abstractmethod
						def __a						(							self   :    str			,			_lowercase   :    Tuple		):
								raise NotImplementedError(
								    f'{self.__class__} is an abstract class. Only classes inheriting this class can be called.'		)







						@abstractmethod
						def __a						(							self   :    Dict		):
								raise NotImplementedError(
								    f'{self.__class__} is an abstract class. Only classes inheriting this class can be called.'		)







						@abstractmethod
						def __a						(							self   :    Optional[Any]		):
								raise NotImplementedError(
								    f'{self.__class__} is an abstract class. Only classes inheriting this class can be called.'		)







						@abstractmethod
						def __a						(							self   :    List[str]			,			_lowercase   :    int=False		):
								raise NotImplementedError(
								    f'{self.__class__} is an abstract class. Only classes inheriting this class can be called.'		)



class 			lowerCamelCase__						(   snake_case__			):







						def __init__(							self   :    Optional[Any]			,			_lowercase   :    str		):
								super(lowercase_			,			self		).__init__()

								if not isinstance(lowercase_			,			lowercase_		) or len(lowercase_		) == 0:
										raise ValueError(f'`token_ids` has to be a non-empty list, but is {token_ids}.'		)
								if any((not isinstance(lowercase_			,			lowercase_		) or token_id < 0) for token_id in token_ids		):
										raise ValueError(f'Each list in `token_ids` has to be a list of positive integers, but is {token_ids}.'		)

								A					       = token_ids

								A					       = len(self.token_ids		)
								A					       = -1  # the index of the currently fulfilled step
								A					       = False







						def __a						(							self   :    Dict		):
								if self.completed:
										return None
								return self.token_ids[self.fulfilled_idx + 1]







						def __a						(							self   :    Dict			,			_lowercase   :    str		):
								if not isinstance(lowercase_			,			lowercase_		):
										raise ValueError(f'`token_id` has to be an `int`, but is {token_id} of type {type(lowercase_		)}'		)

								if self.completed:
										return False

								return token_id == self.token_ids[self.fulfilled_idx + 1]







						def __a						(							self   :    Optional[int]			,			_lowercase   :    List[Any]		):
								if not isinstance(lowercase_			,			lowercase_		):
										raise ValueError(f'`token_id` has to be an `int`, but is {token_id} of type {type(lowercase_		)}'		)

								A					       = False
								A					       = False
								A					       = False

								if self.does_advance(lowercase_		):
										self.fulfilled_idx += 1
										A					       = True
										if self.fulfilled_idx == (self.seqlen - 1):
												A					       = True
										A					       = completed
								else:
										# failed to make progress.
										A					       = True
										self.reset()
								return stepped, completed, reset







						def __a						(							self   :    Union[str, Any]		):
								A					       = False
								A					       = 0







						def __a						(							self   :    Optional[int]		):
								return self.seqlen - (self.fulfilled_idx + 1)







						def __a						(							self   :    int			,			_lowercase   :    Tuple=False		):
								A					       = PhrasalConstraint(self.token_ids		)

								if stateful:
										A					       = self.seqlen
										A					       = self.fulfilled_idx
										A					       = self.completed

								return new_constraint



class 			lowerCamelCase__						:







						def __init__(							self   :    Dict			,			_lowercase   :    Optional[Any]			,			_lowercase   :    Optional[int]=True		):
								A					       = max([len(lowercase_		) for one in nested_token_ids]		)

								A					       = {}
								for token_ids in nested_token_ids:
										A					       = root
										for tidx, token_id in enumerate(lowercase_		):
												if token_id not in level:
														A					       = {}

												A					       = level[token_id]

								if no_subsets and self.has_subsets(lowercase_			,			lowercase_		):
										raise ValueError(
										    'Each list in `nested_token_ids` can\'t be a complete subset of another list, but is'
										    f' {nested_token_ids}.'		)

								A					       = root







						def __a						(							self   :    Optional[int]			,			_lowercase   :    Tuple		):
								A					       = self.trie

								for current_token in current_seq:
										A					       = start[current_token]

								A					       = list(start.keys()		)

								return next_tokens







						def __a						(							self   :    Dict			,			_lowercase   :    List[Any]		):
								A					       = self.next_tokens(lowercase_		)

								return len(lowercase_		) == 0







						def __a						(							self   :    Optional[int]			,			_lowercase   :    Union[str, Any]		):
								A					       = list(root.values()		)
								if len(lowercase_		) == 0:
										return 1
								else:
										return sum([self.count_leaves(lowercase_		) for nn in next_nodes]		)







						def __a						(							self   :    Union[str, Any]			,			_lowercase   :    Tuple			,			_lowercase   :    Any		):
								A					       = self.count_leaves(lowercase_		)
								return len(lowercase_		) != leaf_count



class 			lowerCamelCase__						(   snake_case__			):







						def __init__(							self   :    List[str]			,			_lowercase   :    Union[str, Any]		):
								super(lowercase_			,			self		).__init__()

								if not isinstance(lowercase_			,			lowercase_		) or len(lowercase_		) == 0:
										raise ValueError(f'`nested_token_ids` has to be a non-empty list, but is {nested_token_ids}.'		)
								if any(not isinstance(lowercase_			,			lowercase_		) for token_ids in nested_token_ids		):
										raise ValueError(f'`nested_token_ids` has to be a list of lists, but is {nested_token_ids}.'		)
								if any(
								    any((not isinstance(lowercase_			,			lowercase_		) or token_id < 0) for token_id in token_ids		)
								    for token_ids in nested_token_ids		):
										raise ValueError(
										    f'Each list in `nested_token_ids` has to be a list of positive integers, but is {nested_token_ids}.'		)

								A					       = DisjunctiveTrie(lowercase_		)
								A					       = nested_token_ids

								A					       = self.trie.max_height
								A					       = []
								A					       = False







						def __a						(							self   :    Optional[int]		):
								A					       = self.trie.next_tokens(self.current_seq		)

								if len(lowercase_		) == 0:
										return None
								else:
										return token_list







						def __a						(							self   :    int			,			_lowercase   :    Union[str, Any]		):
								if not isinstance(lowercase_			,			lowercase_		):
										raise ValueError(f'`token_id` is supposed to be type `int`, but is {token_id} of type {type(lowercase_		)}'		)

								A					       = self.trie.next_tokens(self.current_seq		)

								return token_id in next_tokens







						def __a						(							self   :    Optional[Any]			,			_lowercase   :    Tuple		):
								if not isinstance(lowercase_			,			lowercase_		):
										raise ValueError(f'`token_id` is supposed to be type `int`, but is {token_id} of type {type(lowercase_		)}'		)

								A					       = False
								A					       = False
								A					       = False

								if self.does_advance(lowercase_		):
										self.current_seq.append(lowercase_		)
										A					       = True
								else:
										A					       = True
										self.reset()

								A					       = self.trie.reached_leaf(self.current_seq		)
								A					       = completed

								return stepped, completed, reset







						def __a						(							self   :    Optional[int]		):
								A					       = False
								A					       = []







						def __a						(							self   :    int		):
								if self.completed:
										# since this can be completed without reaching max height
										return 0
								else:
										return self.seqlen - len(self.current_seq		)







						def __a						(							self   :    List[Any]			,			_lowercase   :    List[Any]=False		):
								A					       = DisjunctiveConstraint(self.token_ids		)

								if stateful:
										A					       = self.seqlen
										A					       = self.current_seq
										A					       = self.completed

								return new_constraint



class 			lowerCamelCase__						:







						def __init__(							self   :    Any			,			_lowercase   :    List[Any]		):
								A					       = constraints

								# max # of steps required to fulfill a given constraint
								A					       = max([c.seqlen for c in constraints]		)
								A					       = len(lowercase_		)
								A					       = False

								self.init_state()







						def __a						(							self   :    Union[str, Any]		):
								A					       = []
								A					       = None
								A					       = [constraint.copy(stateful=lowercase_		) for constraint in self.constraints]







						def __a						(							self   :    Tuple		):
								A					       = 0
								if self.inprogress_constraint:
										# extra points for having a constraint mid-fulfilled
										add += self.max_seqlen - self.inprogress_constraint.remaining()

								return (len(self.complete_constraints		) * self.max_seqlen) + add







						def __a						(							self   :    List[str]		):
								A					       = []
								if self.inprogress_constraint is None:
										for constraint in self.pending_constraints:  # "pending" == "unfulfilled yet"
												A					       = constraint.advance()
												if isinstance(lowercase_			,			lowercase_		):
														token_list.append(lowercase_		)
												elif isinstance(lowercase_			,			lowercase_		):
														token_list.extend(lowercase_		)
								else:
										A					       = self.inprogress_constraint.advance()
										if isinstance(lowercase_			,			lowercase_		):
												token_list.append(lowercase_		)
										elif isinstance(lowercase_			,			lowercase_		):
												token_list.extend(lowercase_		)

								if len(lowercase_		) == 0:
										return None
								else:
										return token_list







						def __a						(							self   :    Union[str, Any]			,			_lowercase   :    Optional[int]		):
								self.init_state()

								if token_ids is not None:
										for token in token_ids:
												# completes or steps **one** constraint
												A					       = self.add(lowercase_		)

												# the entire list of constraints are fulfilled
												if self.completed:
														break







						def __a						(							self   :    List[str]			,			_lowercase   :    Dict		):
								if not isinstance(lowercase_			,			lowercase_		):
										raise ValueError(f'`token_id` should be an `int`, but is `{token_id}`.'		)

								A					       = False, False

								if self.completed:
										A					       = True
										A					       = False
										return complete, stepped

								if self.inprogress_constraint is not None:
										# In the middle of fulfilling a constraint. If the `token_id` *does* makes an incremental progress to current
										# job, simply update the state

										A					       = self.inprogress_constraint.update(lowercase_		)
										if reset:
												# 1. If the next token breaks the progress, then we must restart.
												#     e.g. constraint = "I love pies" and sequence so far is "I love" but `token_id` == "books".

												#     But that doesn't mean we self.init_state(), since we only reset the state for this particular
												#     constraint, not the full list of constraints.

												self.pending_constraints.append(self.inprogress_constraint.copy(stateful=lowercase_		)		)
												A					       = None

										if complete:
												# 2. If the next token completes the constraint, move it to completed list, set
												#     inprogress to None. If there are no pending constraints either, then this full list of constraints
												#     is complete.

												self.complete_constraints.append(self.inprogress_constraint		)
												A					       = None

												if len(self.pending_constraints		) == 0:
														# we're done!
														A					       = True

								else:
										# Not in the middle of fulfilling a constraint. So does this `token_id` helps us step towards any of our list
										# of constraints?

										for cidx, pending_constraint in enumerate(self.pending_constraints		):
												if pending_constraint.does_advance(lowercase_		):
														A					       = pending_constraint.update(lowercase_		)

														if not stepped:
																raise Exception(
																    '`constraint.update(token_id)` is not yielding incremental progress, '
																    'even though `constraint.does_advance(token_id)` is true.'		)

														if complete:
																self.complete_constraints.append(lowercase_		)
																A					       = None

														if not complete and stepped:
																A					       = pending_constraint

														if complete or stepped:
																# If we made any progress at all, then it's at least not a "pending constraint".

																A					       = (
																    self.pending_constraints[:cidx] + self.pending_constraints[cidx + 1 :]
																)

																if len(self.pending_constraints		) == 0 and self.inprogress_constraint is None:
																		# If there's no longer any pending after this and no inprogress either, then we must be
																		# complete.

																		A					       = True

																break  # prevent accidentally stepping through multiple constraints with just one token.

								return complete, stepped







						def __a						(							self   :    int			,			_lowercase   :    int=True		):
								A					       = ConstraintListState(self.constraints		)  # we actually never though self.constraints objects
								# throughout this process. So it's at initialization state.

								if stateful:
										A					       = [
										    constraint.copy(stateful=lowercase_		) for constraint in self.complete_constraints
										]
										if self.inprogress_constraint is not None:
												A					       = self.inprogress_constraint.copy(stateful=lowercase_		)
										A					       = [constraint.copy() for constraint in self.pending_constraints]

								return new_state









"""simple docstring"""


from datetime import datetime as dt
import os

from github import Github


UpperCamelCase						:				Union[str, Any]             =      [
    "good first issue",
    "good second issue",
    "good difficult issue",
    "feature request",
    "new model",
    "wip",
]







def  __snake_case       (   )      ->		int:







		"""simple docstring"""





		A					       = Github(os.environ['GITHUB_TOKEN']	)
		A					       = g.get_repo('huggingface/transformers'	)
		A					       = repo.get_issues(state='open'	)

		for issue in open_issues:
				A					       = sorted([comment for comment in issue.get_comments()] ,			key=lambda UpperCamelCase__	: i.created_at ,			reverse=UpperCamelCase__	)
				A					       = comments[0] if len(UpperCamelCase__	) > 0 else None
				if (
				    last_comment is not None
				    and last_comment.user.login == "github-actions[bot]"
				    and (dt.utcnow() - issue.updated_at).days > 7
				    and (dt.utcnow() - issue.created_at).days >= 30
				    and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()	)
				):
						# print(f"Would close issue {issue.number} since it has been 7 days of inactivity since bot mention.")
						issue.edit(state='closed'	)
				elif (
				    (dt.utcnow() - issue.updated_at).days > 23
				    and (dt.utcnow() - issue.created_at).days >= 30
				    and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()	)
				):
						# print(f"Would add stale comment to {issue.number}")
						issue.create_comment(
						    'This issue has been automatically marked as stale because it has not had '
						    'recent activity. If you think this still needs to be addressed '
						    'please comment on this thread.\n\nPlease note that issues that do not follow the '
						    '[contributing guidelines](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) '
						    'are likely to be ignored.'	)


if __name__ == "__main__":
	main()





