


"""simple docstring"""






import argparse
from collections import defaultdict

import yaml


UpperCAmelCase    :     str   						=		'docs/source/en/_toctree.yml'
def      lowerCamelCase       (     _UpperCamelCase		:      Dict							)		->       List[str]:

							'''simple docstring'''



							__UpperCAmelCase   :						Any      							=					defaultdict(_UpperCamelCase							)
							for doc in model_doc:
														counts[doc["local"]] += 1
							__UpperCAmelCase   :						Dict      							=					[key for key, value in counts.items() if value > 1]

							__UpperCAmelCase   :						List[Any]      							=					[]
							for duplicate_key in duplicates:
														__UpperCAmelCase   :						int      							=					list({doc["""title"""] for doc in model_doc if doc["""local"""] == duplicate_key}							)
														if len(_UpperCamelCase							) > 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 model_doc if counts[doc["""local"""]] == 1]							)

							# Sort
							return sorted(_UpperCamelCase       ,			key=lambda _UpperCamelCase							: s["title"].lower()							)
def      lowerCamelCase       (     _UpperCamelCase		:      str=False							)		->       List[str]:

							'''simple docstring'''



							with open(_UpperCamelCase       ,			encoding="""utf-8"""							) as f:
														__UpperCAmelCase   :						Union[str, Any]      							=					yaml.safe_load(f.read()							)

							# Get to the API doc
							__UpperCAmelCase   :						int      							=					0
							while content[api_idx]["title"] != "API":
														api_idx += 1
							__UpperCAmelCase   :						List[Any]      							=					content[api_idx]["""sections"""]

							# Then to the model doc
							__UpperCAmelCase   :						List[str]      							=					0
							while api_doc[model_idx]["title"] != "Models":
														model_idx += 1

							__UpperCAmelCase   :						Dict      							=					api_doc[model_idx]["""sections"""]

							__UpperCAmelCase   :						List[str]      							=					[(idx, section) for idx, section in enumerate(_UpperCamelCase							) if """sections""" in section]
							__UpperCAmelCase   :						Optional[int]      							=					False
							for idx, modality_doc in modalities_docs:
														__UpperCAmelCase   :						List[str]      							=					modality_doc["""sections"""]
														__UpperCAmelCase   :						List[str]      							=					clean_model_doc_toc(_UpperCamelCase							)

														if old_modality_doc != new_modality_doc:
																					__UpperCAmelCase   :						int      							=					True
																					if overwrite:
																												__UpperCAmelCase   :						Any      							=					new_modality_doc

							if diff:
														if overwrite:
																					__UpperCAmelCase   :						Dict      							=					model_doc
																					__UpperCAmelCase   :						Tuple      							=					api_doc
																					with open(_UpperCamelCase       ,			"""w"""       ,			encoding="""utf-8"""							) as f:
																												f.write(yaml.dump(_UpperCamelCase       ,			allow_unicode=_UpperCamelCase							)							)
														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    :     int   						=		argparse.ArgumentParser()
							parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
							UpperCAmelCase    :     List[str]   						=		parser.parse_args()

							check_model_doc(args.fix_and_overwrite)




"""simple docstring"""






def      lowerCamelCase       (     _UpperCamelCase		:      float       ,			_UpperCamelCase		:      float       ,			_UpperCamelCase		:      int							)		->       float:

							'''simple docstring'''



							if principal <= 0:
														raise Exception("""Principal borrowed must be > 0"""							)
							if rate_per_annum < 0:
														raise Exception("""Rate of interest must be >= 0"""							)
							if years_to_repay <= 0 or not isinstance(_UpperCamelCase       ,			_UpperCamelCase							):
														raise Exception("""Years to repay must be an integer > 0"""							)

							# Yearly rate is divided by 12 to get monthly rate
							__UpperCAmelCase   :						List[Any]      							=					rate_per_annum / 1_2

							# Years to repay is multiplied by 12 to get number of payments as payment is monthly
							__UpperCAmelCase   :						Optional[int]      							=					years_to_repay * 1_2

							return (
							    principal
							    * rate_per_month
							    * (1 + rate_per_month) ** number_of_payments
							    / ((1 + rate_per_month) ** number_of_payments - 1)
							)


if __name__ == "__main__":
							import doctest

							doctest.testmod()
