




import subprocess
from argparse import ArgumentParser
from typing import List, Union

from huggingface_hub.hf_api import HfFolder, create_repo, whoami
from requests.exceptions import HTTPError

from . import BaseTransformersCLICommand






class    __lowerCAmelCase			(	UpperCAmelCase__			):







			@staticmethod
			def UpperCamelCase      (	snake_case__   :      ArgumentParser				):




									"""simple docstring"""


									_UpperCAmelCase													=					parser.add_parser("login"   ,   help="Log in using the same credentials as on huggingface.co"				)
									login_parser.set_defaults(func=lambda snake_case__				: LoginCommand(snake_case__				)				)
									_UpperCAmelCase													=					parser.add_parser("whoami"   ,   help="Find out which huggingface.co account you are logged in as."				)
									whoami_parser.set_defaults(func=lambda snake_case__				: WhoamiCommand(snake_case__				)				)
									_UpperCAmelCase													=					parser.add_parser("logout"   ,   help="Log out"				)
									logout_parser.set_defaults(func=lambda snake_case__				: LogoutCommand(snake_case__				)				)

									# new system: git-based repo system
									_UpperCAmelCase													=					parser.add_parser(
									    "repo"   ,   help="Deprecated: use `huggingface-cli` instead. Commands to interact with your huggingface.co repos."   ,   )
									_UpperCAmelCase													=					repo_parser.add_subparsers(
									    help="Deprecated: use `huggingface-cli` instead. huggingface.co repos related commands"				)
									_UpperCAmelCase													=					repo_subparsers.add_parser(
									    "create"   ,   help="Deprecated: use `huggingface-cli` instead. Create a new repo on huggingface.co"				)
									repo_create_parser.add_argument(
									    "name"   ,   type=snake_case__   ,   help="Name for your model's repo. Will be namespaced under your username to build the model id."   ,   )
									repo_create_parser.add_argument("--organization"   ,   type=snake_case__   ,   help="Optional: organization namespace."				)
									repo_create_parser.add_argument("-y"   ,   "--yes"   ,   action="store_true"   ,   help="Optional: answer Yes to the prompt"				)
									repo_create_parser.set_defaults(func=lambda snake_case__				: RepoCreateCommand(snake_case__				)				)






class    __lowerCAmelCase			:
			snake_case_				:			int								=					"\u001b[1m"
			snake_case_				:			Tuple								=					"\u001b[31m"
			snake_case_				:			Tuple								=					"\u001b[90m"
			snake_case_				:			List[Any]								=					"\u001b[0m"







			@classmethod
			def UpperCamelCase      (	cls   :      Optional[Any]   ,   snake_case__   :      int				):




									"""simple docstring"""


									return F"""{cls._bold}{s}{cls._reset}"""







			@classmethod
			def UpperCamelCase      (	cls   :      Union[str, Any]   ,   snake_case__   :      List[str]				):




									"""simple docstring"""


									return F"""{cls._bold}{cls._red}{s}{cls._reset}"""







			@classmethod
			def UpperCamelCase      (	cls   :      int   ,   snake_case__   :      str				):




									"""simple docstring"""


									return F"""{cls._gray}{s}{cls._reset}"""




def 							__SCREAMING_SNAKE_CASE  (      snake_case_     ,   snake_case_						):

						'''simple docstring'''


						_UpperCAmelCase													=					[max(len(str(snake_case_						)						) for x in col						) for col in zip(*snake_case_     ,   snake_case_						)]
						_UpperCAmelCase													=					("{{:{}}} " * len(snake_case_						)).format(*snake_case_						)
						_UpperCAmelCase													=					[]
						lines.append(row_format.format(*snake_case_						)						)
						lines.append(row_format.format(*["-" * w for w in col_widths]						)						)
						for row in rows:
												lines.append(row_format.format(*snake_case_						)						)
						return "\n".join(snake_case_						)






class    __lowerCAmelCase			:







			def __init__(	self   :      Union[str, Any]   ,   snake_case__   :      str				):




									"""simple docstring"""


									_UpperCAmelCase													=					args






class    __lowerCAmelCase			(	UpperCAmelCase__			):







			def UpperCamelCase      (	self   :      Union[str, Any]				):




									"""simple docstring"""


									print(
									    ANSI.red(
									        "ERROR! `huggingface-cli login` uses an outdated login mechanism "
									        "that is not compatible with the Hugging Face Hub backend anymore. "
									        "Please use `huggingface-cli login instead."				)				)






class    __lowerCAmelCase			(	UpperCAmelCase__			):







			def UpperCamelCase      (	self   :      Union[str, Any]				):




									"""simple docstring"""


									print(
									    ANSI.red(
									        "WARNING! `transformers-cli whoami` is deprecated and will be removed in v5. Please use "
									        "`huggingface-cli whoami` instead."				)				)
									_UpperCAmelCase													=					HfFolder.get_token()
									if token is None:
															print("Not logged in"				)
															exit()
									try:
															_UpperCAmelCase							,			_UpperCAmelCase													=					whoami(snake_case__				)
															print(snake_case__				)
															if orgs:
																					print(ANSI.bold("orgs: "				)   ,   ",".join(snake_case__				)				)
									except HTTPError as e:
															print(snake_case__				)
															print(ANSI.red(e.response.text				)				)
															exit(1				)






class    __lowerCAmelCase			(	UpperCAmelCase__			):







			def UpperCamelCase      (	self   :      int				):




									"""simple docstring"""


									print(
									    ANSI.red(
									        "ERROR! `transformers-cli logout` uses an outdated logout mechanism "
									        "that is not compatible with the Hugging Face Hub backend anymore. "
									        "Please use `huggingface-cli logout instead."				)				)






class    __lowerCAmelCase			(	UpperCAmelCase__			):







			def UpperCamelCase      (	self   :      List[Any]				):




									"""simple docstring"""


									print(
									    ANSI.red(
									        "WARNING! Managing repositories through transformers-cli is deprecated. "
									        "Please use `huggingface-cli` instead."				)				)
									_UpperCAmelCase													=					HfFolder.get_token()
									if token is None:
															print("Not logged in"				)
															exit(1				)
									try:
															_UpperCAmelCase													=					subprocess.check_output(["git", "--version"]				).decode("utf-8"				)
															print(ANSI.gray(stdout.strip()				)				)
									except FileNotFoundError:
															print("Looks like you do not have git installed, please install."				)

									try:
															_UpperCAmelCase													=					subprocess.check_output(["git-lfs", "--version"]				).decode("utf-8"				)
															print(ANSI.gray(stdout.strip()				)				)
									except FileNotFoundError:
															print(
															    ANSI.red(
															        "Looks like you do not have git-lfs installed, please install."
															        " You can install from https://git-lfs.github.com/."
															        " Then run `git lfs install` (you only have to do this once)."				)				)
									print(""				)

									_UpperCAmelCase							,			_UpperCAmelCase													=					whoami(snake_case__				)
									_UpperCAmelCase													=					self.args.organization if self.args.organization is not None else user
									_UpperCAmelCase													=					F"""{namespace}/{self.args.name}"""
									print(F"""You are about to create {ANSI.bold(snake_case__				)}"""				)

									if not self.args.yes:
															_UpperCAmelCase													=					input("Proceed? [Y/n] "				).lower()
															if not (choice == "" or choice == "y" or choice == "yes"):
																					print("Abort"				)
																					exit()
									try:
															_UpperCAmelCase													=					create_repo(snake_case__   ,   name=self.args.name   ,   organization=self.args.organization				)
									except HTTPError as e:
															print(snake_case__				)
															print(ANSI.red(e.response.text				)				)
															exit(1				)
									print("\nYour repo now lives at:"				)
									print(F"""  {ANSI.bold(snake_case__				)}"""				)
									print("\nYou can clone it locally with the command below, and commit/push as usual."				)
									print(F"""\n  git clone {url}"""				)
									print(""				)










from __future__ import annotations

from abc import abstractmethod
from collections.abc import Iterable
from typing import Generic, Protocol, TypeVar






class    __lowerCAmelCase			(	UpperCAmelCase__			):







			@abstractmethod
			def __lt__(	self   :      T   ,   snake_case__   :      T				):




									"""simple docstring"""


									pass







			@abstractmethod
			def __gt__(	self   :      T   ,   snake_case__   :      T				):




									"""simple docstring"""


									pass







			@abstractmethod
			def __eq__(	self   :      T   ,   snake_case__   :      object				):




									"""simple docstring"""


									pass




lowercase_     :    Tuple      =			TypeVar('T', bound=Comparable)






class    __lowerCAmelCase			(	Generic[T]			):







			def __init__(	self   :      Optional[int]				):




									"""simple docstring"""


									_UpperCAmelCase													=					[]
									_UpperCAmelCase													=					0







			def __repr__(	self   :      Dict				):




									"""simple docstring"""


									return str(self.h				)







			def UpperCamelCase      (	self   :      Optional[Any]   ,   snake_case__   :      int				):




									"""simple docstring"""


									if child_idx > 0:
															return (child_idx - 1) // 2
									return None







			def UpperCamelCase      (	self   :      Tuple   ,   snake_case__   :      int				):




									"""simple docstring"""


									_UpperCAmelCase													=					2 * parent_idx + 1
									if left_child_index < self.heap_size:
															return left_child_index
									return None







			def UpperCamelCase      (	self   :      Union[str, Any]   ,   snake_case__   :      int				):




									"""simple docstring"""


									_UpperCAmelCase													=					2 * parent_idx + 2
									if right_child_index < self.heap_size:
															return right_child_index
									return None







			def UpperCamelCase      (	self   :      Dict   ,   snake_case__   :      int				):




									"""simple docstring"""


									if index < self.heap_size:
															_UpperCAmelCase													=					index
															_UpperCAmelCase													=					self.left_child_idx(snake_case__				)
															_UpperCAmelCase													=					self.right_child_idx(snake_case__				)
															# check which child is larger than its parent
															if left_child is not None and self.h[left_child] > self.h[violation]:
																					_UpperCAmelCase													=					left_child
															if right_child is not None and self.h[right_child] > self.h[violation]:
																					_UpperCAmelCase													=					right_child
															# if violation indeed exists
															if violation != index:
																					# swap to fix the violation
																					_UpperCAmelCase							,			_UpperCAmelCase													=					self.h[index], self.h[violation]
																					# fix the subsequent violation recursively if any
																					self.max_heapify(snake_case__				)







			def UpperCamelCase      (	self   :      Tuple   ,   snake_case__   :      Iterable[T]				):




									"""simple docstring"""


									_UpperCAmelCase													=					list(snake_case__				)
									_UpperCAmelCase													=					len(self.h				)
									if self.heap_size > 1:
															# max_heapify from right to left but exclude leaves (last level)
															for i in range(self.heap_size // 2 - 1   ,   -1   ,   -1				):
																					self.max_heapify(snake_case__				)







			def UpperCamelCase      (	self   :      Tuple				):




									"""simple docstring"""


									if self.heap_size >= 2:
															_UpperCAmelCase													=					self.h[0]
															_UpperCAmelCase													=					self.h.pop(-1				)
															self.heap_size -= 1
															self.max_heapify(0				)
															return me
									elif self.heap_size == 1:
															self.heap_size -= 1
															return self.h.pop(-1				)
									else:
															raise Exception("Empty heap"				)







			def UpperCamelCase      (	self   :      str   ,   snake_case__   :      T				):




									"""simple docstring"""


									self.h.append(snake_case__				)
									_UpperCAmelCase													=					(self.heap_size - 1) // 2
									self.heap_size += 1
									while idx >= 0:
															self.max_heapify(snake_case__				)
															_UpperCAmelCase													=					(idx - 1) // 2







			def UpperCamelCase      (	self   :      Any				):




									"""simple docstring"""


									_UpperCAmelCase													=					self.heap_size
									for j in range(size - 1   ,   0   ,   -1				):
															_UpperCAmelCase							,			_UpperCAmelCase													=					self.h[j], self.h[0]
															self.heap_size -= 1
															self.max_heapify(0				)
									_UpperCAmelCase													=					size


if __name__ == "__main__":
				import doctest

				# run doc test
				doctest.testmod()

				# demo
				for unsorted in [
				    [0],
				    [2],
				    [3, 5],
				    [5, 3],
				    [5, 5],
				    [0, 0, 0, 0],
				    [1, 1, 1, 1],
				    [2, 2, 3, 5],
				    [0, 2, 2, 3, 5],
				    [2, 5, 3, 0, 2, 3, 0, 3],
				    [6, 1, 2, 7, 9, 3, 4, 5, 10, 8],
				    [1_03, 9, 1, 7, 11, 15, 25, 2_01, 2_09, 1_07, 5],
				    [-45, -2, -5],
				]:
								print(f"""unsorted array: {unsorted}""")

								lowercase_     :    Heap[int]      =			Heap()
								heap.build_max_heap(unsorted)
								print(f"""after build heap: {heap}""")

								print(f"""max value: {heap.extract_max()}""")
								print(f"""after max value removed: {heap}""")

								heap.insert(1_00)
								print(f"""after new value 100 inserted: {heap}""")

								heap.heap_sort()
								print(f"""heap-sorted array: {heap}\n""")




