'''simple docstring'''

import argparse
from collections import defaultdict

import yaml


lowercase_     		= '''docs/source/en/_toctree.yml'''



def 							UpperCamelCase__			(			a__      ):


						'''simple docstring'''






						_lowerCAmelCase										=defaultdict(a__      )
						_lowerCAmelCase										=[]
						_lowerCAmelCase										=[]
						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(a__      )

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

						_lowerCAmelCase										=[]
						for duplicate_key in duplicates:
												_lowerCAmelCase										=list({doc['title'] for doc in doc_list if doc['local'] == duplicate_key}      )
												if len(a__      ) > 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]      )
						_lowerCAmelCase										=sorted(a__			,      key=lambda a__      : s["title"].lower()      )

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

						overview_doc.extend(a__      )

						# Sort
						return overview_doc



def 							UpperCamelCase__			(			a__=False      ):


						'''simple docstring'''






						with open(a__			,      encoding='utf-8'      ) as f:
												_lowerCAmelCase										=yaml.safe_load(f.read()      )

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

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

						_lowerCAmelCase										=api_doc[scheduler_idx]['sections']
						_lowerCAmelCase										=clean_doc_toc(a__      )

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

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



def 							UpperCamelCase__			(			a__=False      ):


						'''simple docstring'''






						with open(a__			,      encoding='utf-8'      ) as f:
												_lowerCAmelCase										=yaml.safe_load(f.read()      )

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

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

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

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

						# sort overall pipeline doc
						_lowerCAmelCase										=clean_doc_toc(a__      )

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

						if diff:
												if overwrite:
																		_lowerCAmelCase										=api_doc
																		with open(a__			,      'w'			,      encoding='utf-8'      ) as f:
																								f.write(yaml.dump(a__			,      allow_unicode=a__      )      )
												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__":
							lowercase_     		= argparse.ArgumentParser()
							parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
							lowercase_     		= parser.parse_args()

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






'''simple docstring'''

from PIL import Image



def 							UpperCamelCase__			(			a__			,      a__      ):


						'''simple docstring'''






						def brightness(a__      ) -> float:
												return 1_2_8 + level + (c - 1_2_8)

						if not -255.0 <= level <= 255.0:
												raise ValueError('level must be between -255.0 (black) and 255.0 (white)'      )
						return img.point(a__      )


if __name__ == "__main__":
							# Load image
							with Image.open('''image_data/lena.jpg''') as img:
														# Change brightness to 100
														lowercase_     		= change_brightness(img, 100)
														brigt_img.save('''image_data/lena_brightness.png''', format='''png''')





