



import argparse
from collections import defaultdict

import yaml


UpperCamelCase__ =						"docs/source/en/_toctree.yml"






def  UpperCAmelCase__    (    lowercase__   ) ->      Dict:
						__lowercase					=				defaultdict(lowercase__   )
						__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(lowercase__   )

						__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(lowercase__   ) > 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(lowercase__						,       key=lambda lowercase__   : s["title"].lower()   )

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

						overview_doc.extend(lowercase__   )

						# Sort
						return overview_doc






def  UpperCAmelCase__    (    lowercase__=False   ) ->      str:
						with open(lowercase__						,       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(lowercase__   )

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






def  UpperCAmelCase__    (    lowercase__=False   ) ->      Any:
						with open(lowercase__						,       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(lowercase__   )
																		if overwrite:
																								__lowercase					=				new_sub_pipeline_doc
												new_pipeline_docs.append(lowercase__   )

						# sort overall pipeline doc
						__lowercase					=				clean_doc_toc(lowercase__   )

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

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

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










def  UpperCAmelCase__    (    lowercase__ = 100   ) ->      int:
						__lowercase					=				n * (n + 1) * (2 * n + 1) / 6
						__lowercase					=				(n * (n + 1) / 2) ** 2
						return int(square_of_sum - sum_of_squares   )


if __name__ == "__main__":
			print(F"""{solution() = }""")





