






import argparse
from collections import defaultdict

import yaml


A__			:    Union[str, Any]         =				'docs/source/en/_toctree.yml'






def 						a    (		lowerCamelCase_       ):






				'''simple docstring'''
				lowercase__     				=    defaultdict(lowerCamelCase_       )
				lowercase__     				=    []
				lowercase__     				=    []
				for doc in doc_list:
								if "local" in doc:
												counts[doc["local"]] += 1

								if doc["title"].lower() == "overview":
												overview_doc.append({'''local''': doc['''local'''], '''title''': doc['''title''']}       )
								else:
												new_doc_list.append(lowerCamelCase_       )

				lowercase__     				=    new_doc_list
				lowercase__     				=    [key for key, value in counts.items() if value > 1]

				lowercase__     				=    []
				for duplicate_key in duplicates:
								lowercase__     				=    list({doc['''title'''] for doc in doc_list if doc['''local'''] == duplicate_key}       )
								if len(lowerCamelCase_       ) > 1:
												raise ValueError(
												    F"""{duplicate_key} is present several times in the documentation table of content at """
												    '''`docs/source/en/_toctree.yml` with different *Title* values. Choose one of those and remove the '''
												    '''others.'''       )
								# Only add this once
								new_doc.append({'''local''': duplicate_key, '''title''': titles[0]}       )

				# Add none duplicate-keys
				new_doc.extend([doc for doc in doc_list if '''local''' not in counts or counts[doc['''local''']] == 1]       )
				lowercase__     				=    sorted(lowerCamelCase_	,     key=lambda lowerCamelCase_       : s["title"].lower()       )

				# "overview" gets special treatment and is always first
				if len(lowerCamelCase_       ) > 1:
								raise ValueError('''{doc_list} has two \'overview\' docs which is not allowed.'''       )

				overview_doc.extend(lowerCamelCase_       )

				# Sort
				return overview_doc






def 						a    (		lowerCamelCase_=False       ):






				'''simple docstring'''
				with open(lowerCamelCase_	,     encoding='''utf-8'''       ) as f:
								lowercase__     				=    yaml.safe_load(f.read()       )

				# Get to the API doc
				lowercase__     				=    0
				while content[api_idx]["title"] != "API":
								api_idx += 1
				lowercase__     				=    content[api_idx]['''sections''']

				# Then to the model doc
				lowercase__     				=    0
				while api_doc[scheduler_idx]["title"] != "Schedulers":
								scheduler_idx += 1

				lowercase__     				=    api_doc[scheduler_idx]['''sections''']
				lowercase__     				=    clean_doc_toc(lowerCamelCase_       )

				lowercase__     				=    False
				if new_scheduler_doc != scheduler_doc:
								lowercase__     				=    True
								if overwrite:
												lowercase__     				=    new_scheduler_doc

				if diff:
								if overwrite:
												lowercase__     				=    api_doc
												with open(lowerCamelCase_	,     '''w'''	,     encoding='''utf-8'''       ) as f:
																f.write(yaml.dump(lowerCamelCase_	,     allow_unicode=lowerCamelCase_       )       )
								else:
												raise ValueError(
												    '''The model doc part of the table of content is not properly sorted, run `make style` to fix this.'''       )






def 						a    (		lowerCamelCase_=False       ):






				'''simple docstring'''
				with open(lowerCamelCase_	,     encoding='''utf-8'''       ) as f:
								lowercase__     				=    yaml.safe_load(f.read()       )

				# Get to the API doc
				lowercase__     				=    0
				while content[api_idx]["title"] != "API":
								api_idx += 1
				lowercase__     				=    content[api_idx]['''sections''']

				# Then to the model doc
				lowercase__     				=    0
				while api_doc[pipeline_idx]["title"] != "Pipelines":
								pipeline_idx += 1

				lowercase__     				=    False
				lowercase__     				=    api_doc[pipeline_idx]['''sections''']
				lowercase__     				=    []

				# sort sub pipeline docs
				for pipeline_doc in pipeline_docs:
								if "section" in pipeline_doc:
												lowercase__     				=    pipeline_doc['''section''']
												lowercase__     				=    clean_doc_toc(lowerCamelCase_       )
												if overwrite:
																lowercase__     				=    new_sub_pipeline_doc
								new_pipeline_docs.append(lowerCamelCase_       )

				# sort overall pipeline doc
				lowercase__     				=    clean_doc_toc(lowerCamelCase_       )

				if new_pipeline_docs != pipeline_docs:
								lowercase__     				=    True
								if overwrite:
												lowercase__     				=    new_pipeline_docs

				if diff:
								if overwrite:
												lowercase__     				=    api_doc
												with open(lowerCamelCase_	,     '''w'''	,     encoding='''utf-8'''       ) as f:
																f.write(yaml.dump(lowerCamelCase_	,     allow_unicode=lowerCamelCase_       )       )
								else:
												raise ValueError(
												    '''The model doc part of the table of content is not properly sorted, run `make style` to fix this.'''       )


if __name__ == "__main__":
						A__			:    List[str]         =				argparse.ArgumentParser()
						parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
						A__			:    Optional[int]         =				parser.parse_args()

						check_scheduler_doc(args.fix_and_overwrite)
						check_pipeline_doc(args.fix_and_overwrite)












from __future__ import annotations

from collections import deque
from collections.abc import Sequence
from dataclasses import dataclass
from typing import Any
@dataclass
class    _UpperCAmelCase      :

				"""simple docstring"""




				lowercase__       							= 42
				lowercase__       							= None
				lowercase__       							= None






def 						a    (		):






				'''simple docstring'''
				lowercase__     				=    Node(1       )
				lowercase__     				=    Node(2       )
				lowercase__     				=    Node(3       )
				lowercase__     				=    Node(4       )
				lowercase__     				=    Node(5       )
				return tree






def 						a    (		lowerCamelCase_       ):






				'''simple docstring'''
				return [root.data, *preorder(root.left       ), *preorder(root.right       )] if root else []






def 						a    (		lowerCamelCase_       ):






				'''simple docstring'''
				return postorder(root.left       ) + postorder(root.right       ) + [root.data] if root else []






def 						a    (		lowerCamelCase_       ):






				'''simple docstring'''
				return [*inorder(root.left       ), root.data, *inorder(root.right       )] if root else []






def 						a    (		lowerCamelCase_       ):






				'''simple docstring'''
				return (max(height(root.left       )	,     height(root.right       )       ) + 1) if root else 0






def 						a    (		lowerCamelCase_       ):






				'''simple docstring'''
				lowercase__     				=    []

				if root is None:
								return output

				lowercase__     				=    deque([root]       )

				while process_queue:
								lowercase__     				=    process_queue.popleft()
								output.append(node.data       )

								if node.left:
												process_queue.append(node.left       )
								if node.right:
												process_queue.append(node.right       )
				return output






def 						a    (		lowerCamelCase_	,     lowerCamelCase_       ):






				'''simple docstring'''
				lowercase__     				=    []

				def populate_output(lowerCamelCase_	,     lowerCamelCase_       ) -> None:
								if not root:
												return
								if level == 1:
												output.append(root.data       )
								elif level > 1:
												populate_output(root.left	,     level - 1       )
												populate_output(root.right	,     level - 1       )

				populate_output(lowerCamelCase_	,     lowerCamelCase_       )
				return output






def 						a    (		lowerCamelCase_	,     lowerCamelCase_       ):






				'''simple docstring'''
				lowercase__     				=    []

				def populate_output(lowerCamelCase_	,     lowerCamelCase_       ) -> None:
								if root is None:
												return
								if level == 1:
												output.append(root.data       )
								elif level > 1:
												populate_output(root.right	,     level - 1       )
												populate_output(root.left	,     level - 1       )

				populate_output(lowerCamelCase_	,     lowerCamelCase_       )
				return output






def 						a    (		lowerCamelCase_       ):






				'''simple docstring'''
				if root is None:
								return []

				lowercase__     				=    []

				lowercase__     				=    0
				lowercase__     				=    height(lowerCamelCase_       )

				for h in range(1	,     height_tree + 1       ):
								if not flag:
												output.append(get_nodes_from_left_to_right(lowerCamelCase_	,     lowerCamelCase_       )       )
												lowercase__     				=    1
								else:
												output.append(get_nodes_from_right_to_left(lowerCamelCase_	,     lowerCamelCase_       )       )
												lowercase__     				=    0

				return output






def 						a    (		):  # Main function for testing.






				'''simple docstring'''
				lowercase__     				=    make_tree()
				print(F"""In-order Traversal: {inorder(lowerCamelCase_       )}"""       )
				print(F"""Pre-order Traversal: {preorder(lowerCamelCase_       )}"""       )
				print(F"""Post-order Traversal: {postorder(lowerCamelCase_       )}"""	,     '''\n'''       )

				print(F"""Height of Tree: {height(lowerCamelCase_       )}"""	,     '''\n'''       )

				print('''Complete Level Order Traversal: '''       )
				print(level_order(lowerCamelCase_       )	,     '''\n'''       )

				print('''Level-wise order Traversal: '''       )

				for level in range(1	,     height(lowerCamelCase_       ) + 1       ):
								print(F"""Level {level}:"""	,     get_nodes_from_left_to_right(lowerCamelCase_	,     level=lowerCamelCase_       )       )

				print('''\nZigZag order Traversal: '''       )
				print(zigzag(lowerCamelCase_       )       )


if __name__ == "__main__":
							import doctest

							doctest.testmod()
							main()




