

from __future__ import annotations

import unittest
from collections.abc import Iterator


class     lowerCamelCase_   :




 def __init__( self     ,     _UpperCAmelCase     ,     _UpperCAmelCase       ):
   __UpperCAmelCase  :     Any		=    label
   __UpperCAmelCase  :     List[Any]		=    parent
   __UpperCAmelCase  :     Union[str, Any]		=    None
   __UpperCAmelCase  :     List[str]		=    None



class     lowerCamelCase_   :




 def __init__( self       ):
   __UpperCAmelCase  :     List[Any]		=    None




 def 						a					( self       ):
   __UpperCAmelCase  :     Tuple		=    None




 def 						a					( self       ):
   return self.root is None




 def 						a					( self     ,     _UpperCAmelCase       ):
   __UpperCAmelCase  :     Union[str, Any]		=    self._put(self.root     ,     __UpperCamelCase       )




 def 						a					( self     ,     _UpperCAmelCase     ,     _UpperCAmelCase     ,     _UpperCAmelCase = None       ):
   if node is None:
     __UpperCAmelCase  :     Optional[int]		=    Node(__UpperCamelCase     ,     __UpperCamelCase       )
   else:
     if label < node.label:
       __UpperCAmelCase  :     Tuple		=    self._put(node.left     ,     __UpperCamelCase     ,     __UpperCamelCase       )
     elif label > node.label:
       __UpperCAmelCase  :     Any		=    self._put(node.right     ,     __UpperCamelCase     ,     __UpperCamelCase       )
     else:
       __UpperCAmelCase  :     Tuple		=    F"Node with label {label} already exists"
       raise Exception(__UpperCamelCase       )

   return node




 def 						a					( self     ,     _UpperCAmelCase       ):
   return self._search(self.root     ,     __UpperCamelCase       )




 def 						a					( self     ,     _UpperCAmelCase     ,     _UpperCAmelCase       ):
   if node is None:
     __UpperCAmelCase  :     Tuple		=    F"Node with label {label} does not exist"
     raise Exception(__UpperCamelCase       )
   else:
     if label < node.label:
       __UpperCAmelCase  :     Tuple		=    self._search(node.left     ,     __UpperCamelCase       )
     elif label > node.label:
       __UpperCAmelCase  :     Dict		=    self._search(node.right     ,     __UpperCamelCase       )

   return node




 def 						a					( self     ,     _UpperCAmelCase       ):
   __UpperCAmelCase  :     Optional[int]		=    self.search(__UpperCamelCase       )
   if node.right and node.left:
     __UpperCAmelCase  :     str		=    self._get_lowest_node(node.right       )
     __UpperCAmelCase  :     int		=    node.left
     __UpperCAmelCase  :     Union[str, Any]		=    node.right
     __UpperCAmelCase  :     Optional[int]		=    lowest_node
     if node.right:
       __UpperCAmelCase  :     Optional[int]		=    lowest_node
     self._reassign_nodes(__UpperCamelCase     ,     __UpperCamelCase       )
   elif not node.right and node.left:
     self._reassign_nodes(__UpperCamelCase     ,     node.left       )
   elif node.right and not node.left:
     self._reassign_nodes(__UpperCamelCase     ,     node.right       )
   else:
     self._reassign_nodes(__UpperCamelCase     ,     __UpperCamelCase       )




 def 						a					( self     ,     _UpperCAmelCase     ,     _UpperCAmelCase       ):
   if new_children:
     __UpperCAmelCase  :     int		=    node.parent

   if node.parent:
     if node.parent.right == node:
       __UpperCAmelCase  :     Union[str, Any]		=    new_children
     else:
       __UpperCAmelCase  :     str		=    new_children
   else:
     __UpperCAmelCase  :     List[str]		=    new_children




 def 						a					( self     ,     _UpperCAmelCase       ):
   if node.left:
     __UpperCAmelCase  :     List[Any]		=    self._get_lowest_node(node.left       )
   else:
     __UpperCAmelCase  :     Union[str, Any]		=    node
     self._reassign_nodes(__UpperCamelCase     ,     node.right       )

   return lowest_node




 def 						a					( self     ,     _UpperCAmelCase       ):
   try:
     self.search(__UpperCamelCase       )
     return True
   except Exception:
     return False




 def 						a					( self       ):
   if self.root is None:
     raise Exception('Binary search tree is empty'       )

   __UpperCAmelCase  :     Optional[int]		=    self.root
   while node.right is not None:
     __UpperCAmelCase  :     List[Any]		=    node.right

   return node.label




 def 						a					( self       ):
   if self.root is None:
     raise Exception('Binary search tree is empty'       )

   __UpperCAmelCase  :     Union[str, Any]		=    self.root
   while node.left is not None:
     __UpperCAmelCase  :     Union[str, Any]		=    node.left

   return node.label




 def 						a					( self       ):
   return self._inorder_traversal(self.root       )




 def 						a					( self     ,     _UpperCAmelCase       ):
   if node is not None:
     yield from self._inorder_traversal(node.left       )
     yield node
     yield from self._inorder_traversal(node.right       )




 def 						a					( self       ):
   return self._preorder_traversal(self.root       )




 def 						a					( self     ,     _UpperCAmelCase       ):
   if node is not None:
     yield node
     yield from self._preorder_traversal(node.left       )
     yield from self._preorder_traversal(node.right       )



class     lowerCamelCase_   ( unittest.TestCase):




 @staticmethod
 def 						a					( ):
   __UpperCAmelCase  :     List[str]		=    BinarySearchTree()
   t.put(8       )
   t.put(3       )
   t.put(6       )
   t.put(1       )
   t.put(10       )
   t.put(14       )
   t.put(13       )
   t.put(4       )
   t.put(7       )
   t.put(5       )

   return t




 def 						a					( self       ):
   __UpperCAmelCase  :     str		=    BinarySearchTree()
   assert t.is_empty()

   t.put(8       )
   assert t.root is not None
   assert t.root.parent is None
   assert t.root.label == 8

   t.put(10       )
   assert t.root.right is not None
   assert t.root.right.parent == t.root
   assert t.root.right.label == 10

   t.put(3       )
   assert t.root.left is not None
   assert t.root.left.parent == t.root
   assert t.root.left.label == 3

   t.put(6       )
   assert t.root.left.right is not None
   assert t.root.left.right.parent == t.root.left
   assert t.root.left.right.label == 6

   t.put(1       )
   assert t.root.left.left is not None
   assert t.root.left.left.parent == t.root.left
   assert t.root.left.left.label == 1

   with self.assertRaises(__UpperCamelCase       ):  # noqa: B017
     t.put(1       )




 def 						a					( self       ):
   __UpperCAmelCase  :     Optional[Any]		=    self._get_binary_search_tree()

   __UpperCAmelCase  :     List[Any]		=    t.search(6       )
   assert node.label == 6

   __UpperCAmelCase  :     List[str]		=    t.search(13       )
   assert node.label == 13

   with self.assertRaises(__UpperCamelCase       ):  # noqa: B017
     t.search(2       )




 def 						a					( self       ):
   __UpperCAmelCase  :     List[Any]		=    self._get_binary_search_tree()

   t.remove(13       )
   assert t.root is not None
   assert t.root.right is not None
   assert t.root.right.right is not None
   assert t.root.right.right.right is None
   assert t.root.right.right.left is None

   t.remove(7       )
   assert t.root.left is not None
   assert t.root.left.right is not None
   assert t.root.left.right.left is not None
   assert t.root.left.right.right is None
   assert t.root.left.right.left.label == 4

   t.remove(6       )
   assert t.root.left.left is not None
   assert t.root.left.right.right is not None
   assert t.root.left.left.label == 1
   assert t.root.left.right.label == 4
   assert t.root.left.right.right.label == 5
   assert t.root.left.right.left is None
   assert t.root.left.left.parent == t.root.left
   assert t.root.left.right.parent == t.root.left

   t.remove(3       )
   assert t.root is not None
   assert t.root.left.label == 4
   assert t.root.left.right.label == 5
   assert t.root.left.left.label == 1
   assert t.root.left.parent == t.root
   assert t.root.left.left.parent == t.root.left
   assert t.root.left.right.parent == t.root.left

   t.remove(4       )
   assert t.root.left is not None
   assert t.root.left.left is not None
   assert t.root.left.label == 5
   assert t.root.left.right is None
   assert t.root.left.left.label == 1
   assert t.root.left.parent == t.root
   assert t.root.left.left.parent == t.root.left




 def 						a					( self       ):
   __UpperCAmelCase  :     Optional[int]		=    self._get_binary_search_tree()

   t.remove(3       )
   assert t.root is not None
   assert t.root.left is not None
   assert t.root.left.left is not None
   assert t.root.left.right is not None
   assert t.root.left.right.left is not None
   assert t.root.left.right.right is not None
   assert t.root.left.label == 4
   assert t.root.left.right.label == 6
   assert t.root.left.left.label == 1
   assert t.root.left.right.right.label == 7
   assert t.root.left.right.left.label == 5
   assert t.root.left.parent == t.root
   assert t.root.left.right.parent == t.root.left
   assert t.root.left.left.parent == t.root.left
   assert t.root.left.right.left.parent == t.root.left.right




 def 						a					( self       ):
   __UpperCAmelCase  :     Dict		=    self._get_binary_search_tree()
   t.empty()
   assert t.root is None




 def 						a					( self       ):
   __UpperCAmelCase  :     Any		=    self._get_binary_search_tree()
   assert not t.is_empty()

   t.empty()
   assert t.is_empty()




 def 						a					( self       ):
   __UpperCAmelCase  :     str		=    self._get_binary_search_tree()

   assert t.exists(6       )
   assert not t.exists(-1       )




 def 						a					( self       ):
   __UpperCAmelCase  :     Dict		=    self._get_binary_search_tree()

   assert t.get_max_label() == 14

   t.empty()
   with self.assertRaises(__UpperCamelCase       ):  # noqa: B017
     t.get_max_label()




 def 						a					( self       ):
   __UpperCAmelCase  :     List[str]		=    self._get_binary_search_tree()

   assert t.get_min_label() == 1

   t.empty()
   with self.assertRaises(__UpperCamelCase       ):  # noqa: B017
     t.get_min_label()




 def 						a					( self       ):
   __UpperCAmelCase  :     Tuple		=    self._get_binary_search_tree()

   __UpperCAmelCase  :     Tuple		=    [i.label for i in t.inorder_traversal()]
   assert inorder_traversal_nodes == [1, 3, 4, 5, 6, 7, 8, 10, 13, 14]




 def 						a					( self       ):
   __UpperCAmelCase  :     int		=    self._get_binary_search_tree()

   __UpperCAmelCase  :     Union[str, Any]		=    [i.label for i in t.preorder_traversal()]
   assert preorder_traversal_nodes == [8, 3, 1, 6, 4, 5, 7, 10, 14, 13]





def    _snake_case		()       ->		List[str]:
  __UpperCAmelCase  :     Optional[int]		=    BinarySearchTree()
  t.put(8     )
  t.put(3     )
  t.put(6     )
  t.put(1     )
  t.put(10     )
  t.put(14     )
  t.put(13     )
  t.put(4     )
  t.put(7     )
  t.put(5     )

  print(
      '\n            8\n           / \\\n          3   10\n         / \\    \\\n        1   6    14\n           / \\   /\n          4   7 13\n           \\\n            5\n        '     )

  print('Label 6 exists:'						,					t.exists(6     )     )
  print('Label 13 exists:'						,					t.exists(13     )     )
  print('Label -1 exists:'						,					t.exists(-1     )     )
  print('Label 12 exists:'						,					t.exists(12     )     )

  # Prints all the elements of the list in inorder traversal
  __UpperCAmelCase  :     Optional[int]		=    [i.label for i in t.inorder_traversal()]
  print('Inorder traversal:'						,					lowercase_     )

  # Prints all the elements of the list in preorder traversal
  __UpperCAmelCase  :     int		=    [i.label for i in t.preorder_traversal()]
  print('Preorder traversal:'						,					lowercase_     )

  print('Max. label:'						,					t.get_max_label()     )
  print('Min. label:'						,					t.get_min_label()     )

  # Delete elements
  print('\nDeleting elements 13, 10, 8, 3, 6, 14'     )
  print(
      '\n          4\n         / \\\n        1   7\n             \\\n              5\n        '     )
  t.remove(13     )
  t.remove(10     )
  t.remove(8     )
  t.remove(3     )
  t.remove(6     )
  t.remove(14     )

  # Prints all the elements of the list in inorder traversal after delete
  __UpperCAmelCase  :     Optional[int]		=    [i.label for i in t.inorder_traversal()]
  print('Inorder traversal after delete:'						,					lowercase_     )

  # Prints all the elements of the list in preorder traversal after delete
  __UpperCAmelCase  :     Any		=    [i.label for i in t.preorder_traversal()]
  print('Preorder traversal after delete:'						,					lowercase_     )

  print('Max. label:'						,					t.get_max_label()     )
  print('Min. label:'						,					t.get_min_label()     )


if __name__ == "__main__":
      binary_search_tree_example()








import argparse
import copy
import json
import multiprocessing
import os
import time

from create_dummy_models import COMPOSITE_MODELS, create_tiny_models
from huggingface_hub import ModelFilter, hf_api

import transformers
from transformers import AutoFeatureExtractor, AutoImageProcessor, AutoTokenizer
from transformers.image_processing_utils import BaseImageProcessor





def    _snake_case		()       ->		Optional[int]:
  __UpperCAmelCase  :     Any		=    set()
  # Each auto modeling files contains multiple mappings. Let's get them in a dynamic way.
  for module_name in ["modeling_auto", "modeling_tf_auto", "modeling_flax_auto"]:
    __UpperCAmelCase  :     str		=    getattr(transformers.models.auto						,					snake_case_						,					snake_case_     )
    if module is None:
      continue
    # all mappings in a single auto modeling file
    __UpperCAmelCase  :     Dict		=    [
        x
        for x in dir(snake_case_     )
        if x.endswith('_MAPPING_NAMES'     )
        and (x.startswith('MODEL_'     ) or x.startswith('TF_MODEL_'     ) or x.startswith('FLAX_MODEL_'     ))
    ]
    for name in mapping_names:
      __UpperCAmelCase  :     Optional[int]		=    getattr(snake_case_						,					snake_case_     )
      if mapping is not None:
        for v in mapping.values():
          if isinstance(snake_case_						,					(list, tuple)     ):
            model_names.update(snake_case_     )
          elif isinstance(snake_case_						,					snake_case_     ):
            model_names.add(snake_case_     )

  return sorted(snake_case_     )





def    _snake_case		()       ->		Any:
  # All model names defined in auto mappings
  __UpperCAmelCase  :     int		=    set(get_all_model_names()     )

  with open('tests/utils/tiny_model_summary.json'     ) as fp:
    __UpperCAmelCase  :     Tuple		=    json.load(snake_case_     )
  __UpperCAmelCase  :     int		=    set()
  for model_base_name in tiny_model_info:
    tiny_models_names.update(tiny_model_info[model_base_name]['model_classes']     )

  # Remove a tiny model name if one of its framework implementation hasn't yet a tiny version on the Hub.
  __UpperCAmelCase  :     Tuple		=    model_names.difference(snake_case_     )
  for model_name in copy.copy(snake_case_     ):
    if not model_name.startswith('TF'     ) and F"TF{model_name}" in not_on_hub:
      tiny_models_names.remove(snake_case_     )
    elif model_name.startswith('TF'     ) and model_name[2:] in not_on_hub:
      tiny_models_names.remove(snake_case_     )

  return sorted(snake_case_     )





def    _snake_case		(snake_case_				:    List[str]     )       ->		Tuple:
  __UpperCAmelCase  :     Dict		=    COMPOSITE_MODELS.values()

  # All tiny model base names on Hub
  __UpperCAmelCase  :     Optional[int]		=    get_all_model_names()
  __UpperCAmelCase  :     List[Any]		=    hf_api.list_models(
      filter=ModelFilter(
          author='hf-internal-testing'						,					)     )
  __UpperCAmelCase  :     Dict		=    set()
  for x in models:
    __UpperCAmelCase  :     Union[str, Any]		=    x.modelId
    __UpperCAmelCase, __UpperCAmelCase  :     List[str]		=    model.split('/'     )
    if not model.startswith('tiny-random-'     ):
      continue
    __UpperCAmelCase  :     Optional[Any]		=    model.replace('tiny-random-'						,					''     )
    if not model[0].isupper():
      continue
    if model not in model_names and model not in special_models:
      continue
    _models.add(snake_case_     )

  __UpperCAmelCase  :     Optional[Any]		=    sorted(_models     )
  # All tiny model names on Hub
  __UpperCAmelCase  :     List[Any]		=    {}
  for model in models:
    __UpperCAmelCase  :     Any		=    F"hf-internal-testing/tiny-random-{model}"
    __UpperCAmelCase  :     Optional[Any]		=    model.split('-'     )[0]
    try:
      __UpperCAmelCase  :     Tuple		=    hf_api.repo_info(snake_case_     )
      __UpperCAmelCase  :     Optional[int]		=    {
          'tokenizer_classes': set(),
          'processor_classes': set(),
          'model_classes': set(),
          'sha': repo_info.sha,
      }
    except Exception:
      continue
    try:
      time.sleep(1     )
      __UpperCAmelCase  :     List[Any]		=    AutoTokenizer.from_pretrained(snake_case_     )
      content["tokenizer_classes"].add(tokenizer_fast.__class__.__name__     )
    except Exception:
      pass
    try:
      time.sleep(1     )
      __UpperCAmelCase  :     Optional[int]		=    AutoTokenizer.from_pretrained(snake_case_						,					use_fast=snake_case_     )
      content["tokenizer_classes"].add(tokenizer_slow.__class__.__name__     )
    except Exception:
      pass
    try:
      time.sleep(1     )
      __UpperCAmelCase  :     Optional[int]		=    AutoImageProcessor.from_pretrained(snake_case_     )
      content["processor_classes"].add(img_p.__class__.__name__     )
    except Exception:
      pass
    try:
      time.sleep(1     )
      __UpperCAmelCase  :     Optional[int]		=    AutoFeatureExtractor.from_pretrained(snake_case_     )
      if not isinstance(snake_case_						,					snake_case_     ):
        content["processor_classes"].add(feat_p.__class__.__name__     )
    except Exception:
      pass
    try:
      time.sleep(1     )
      __UpperCAmelCase  :     Tuple		=    getattr(snake_case_						,					snake_case_     )
      __UpperCAmelCase  :     str		=    model_class.from_pretrained(snake_case_     )
      content["model_classes"].add(m.__class__.__name__     )
    except Exception:
      pass
    try:
      time.sleep(1     )
      __UpperCAmelCase  :     Any		=    getattr(snake_case_						,					F"TF{model}"     )
      __UpperCAmelCase  :     List[str]		=    model_class.from_pretrained(snake_case_     )
      content["model_classes"].add(m.__class__.__name__     )
    except Exception:
      pass

    __UpperCAmelCase  :     Optional[int]		=    sorted(content['tokenizer_classes']     )
    __UpperCAmelCase  :     List[str]		=    sorted(content['processor_classes']     )
    __UpperCAmelCase  :     Tuple		=    sorted(content['model_classes']     )

    __UpperCAmelCase  :     str		=    content
    with open(os.path.join(snake_case_						,					'hub_tiny_model_summary.json'     )						,					'w'     ) as fp:
      json.dump(snake_case_						,					snake_case_						,					ensure_ascii=snake_case_						,					indent=4     )


if __name__ == "__main__":
      _SCREAMING_SNAKE_CASE          = argparse.ArgumentParser()
      parser.add_argument('''--num_workers''', default=1, type=int, help='''The number of workers to run.''')
      _SCREAMING_SNAKE_CASE          = parser.parse_args()

      # This has to be `spawn` to avoid hanging forever!
      multiprocessing.set_start_method('''spawn''')

      _SCREAMING_SNAKE_CASE          = '''tiny_models'''
      _SCREAMING_SNAKE_CASE          = True
      _SCREAMING_SNAKE_CASE          = None
      _SCREAMING_SNAKE_CASE          = get_tiny_model_names_from_repo()
      _SCREAMING_SNAKE_CASE          = True
      _SCREAMING_SNAKE_CASE          = True
      _SCREAMING_SNAKE_CASE          = '''hf-internal-testing'''

      create_tiny_models(
          output_path,
          all,
          model_types,
          models_to_skip,
          no_check,
          upload,
          organization,
          token=os.environ.get('''TOKEN''', None),
          num_workers=args.num_workers,
      )





