
"""simple docstring"""





# Lint as: python3
import os
import re
import urllib.parse
from pathlib import Path
from typing import Callable, List, Optional, Union
from zipfile import ZipFile

from ..utils.file_utils import cached_path, hf_github_url
from ..utils.logging import get_logger
from ..utils.version import Version


_a														=		get_logger(__name__)






class     _UpperCAmelCase:
		lowercase__						=      'dummy_data'
		lowercase__						=      'datasets'
		lowercase__						=      False



		def __init__(					self				,		__a				,		__a				,		__a				,		__a = None				,		__a = False				,		__a = True				,		__a = None				,		)       ->       List[str]:






							'''simple docstring'''
							_UpperCamelCase							 =  0
							_UpperCamelCase							 =  dataset_name
							_UpperCamelCase							 =  cache_dir
							_UpperCamelCase							 =  use_local_dummy_data
							_UpperCamelCase							 =  config
							# download_callbacks take a single url as input
							_UpperCamelCase							 =  download_callbacks or []
							# if False, it doesn't load existing files and it returns the paths of the dummy files relative
							# to the dummy_data zip file root
							_UpperCamelCase							 =  load_existing_dummy_data

							# TODO(PVP, QL) might need to make this more general
							_UpperCamelCase							 =  str(__a)
							# to be downloaded
							_UpperCamelCase							 =  None
							_UpperCamelCase							 =  None



		@property
		def 						UpperCAmelCase							(					self)       ->       List[str]:






							'''simple docstring'''
							if self._dummy_file is None:
												_UpperCamelCase							 =  self.download_dummy_data()
							return self._dummy_file



		@property
		def 						UpperCAmelCase							(					self)       ->       Optional[Any]:






							'''simple docstring'''
							if self.config is not None:
												# structure is dummy / config_name / version_name
												return os.path.join('''dummy'''				,		self.config.name				,		self.version_name)
							# structure is dummy / version_name
							return os.path.join('''dummy'''				,		self.version_name)



		@property
		def 						UpperCAmelCase							(					self)       ->       Any:






							'''simple docstring'''
							return os.path.join(self.dummy_data_folder				,		'''dummy_data.zip''')



		def 						UpperCAmelCase							(					self)       ->       int:






							'''simple docstring'''
							_UpperCamelCase							 =  (
							    self.local_path_to_dummy_data if self.use_local_dummy_data is True else self.github_path_to_dummy_data
							)

							_UpperCamelCase							 =  cached_path(
							    __a				,		cache_dir=self.cache_dir				,		extract_compressed_file=__a				,		force_extract=__a)

							return os.path.join(__a				,		self.dummy_file_name)



		@property
		def 						UpperCAmelCase							(					self)       ->       List[Any]:






							'''simple docstring'''
							return os.path.join(self.datasets_scripts_dir				,		self.dataset_name				,		self.dummy_zip_file)



		@property
		def 						UpperCAmelCase							(					self)       ->       Optional[int]:






							'''simple docstring'''
							if self._bucket_url is None:
												_UpperCamelCase							 =  hf_github_url(self.dataset_name				,		self.dummy_zip_file.replace(os.sep				,		'''/'''))
							return self._bucket_url



		@property
		def 						UpperCAmelCase							(					self)       ->       Any:






							'''simple docstring'''
							# return full path if its a dir
							if os.path.isdir(self.dummy_file):
												return self.dummy_file
							# else cut off path to file -> example `xsum`.
							return "/".join(self.dummy_file.replace(os.sep				,		'''/''').split('''/''')[:-1])



		def 						UpperCAmelCase							(					self				,		__a				,		*__a)       ->       Any:






							'''simple docstring'''
							if self.load_existing_dummy_data:
												# dummy data is downloaded and tested
												_UpperCamelCase							 =  self.dummy_file
							else:
												# dummy data cannot be downloaded and only the path to dummy file is returned
												_UpperCamelCase							 =  self.dummy_file_name

							# special case when data_url is a dict
							if isinstance(__a				,		__a):
												return self.create_dummy_data_dict(__a				,		__a)
							elif isinstance(__a				,		(list, tuple)):
												return self.create_dummy_data_list(__a				,		__a)
							else:
												return self.create_dummy_data_single(__a				,		__a)



		def 						UpperCAmelCase							(					self				,		__a				,		*__a)       ->       int:






							'''simple docstring'''
							return self.download_and_extract(__a)



		def 						UpperCAmelCase							(					self				,		__a				,		__a)       ->       Dict:






							'''simple docstring'''
							return self.download_and_extract(__a)



		def 						UpperCAmelCase							(					self				,		__a				,		*__a				,		**__a)       ->       List[Any]:






							'''simple docstring'''
							return path



		def 						UpperCAmelCase							(					self)       ->       Dict:






							'''simple docstring'''
							return {}



		def 						UpperCAmelCase							(					self				,		__a				,		__a)       ->       Union[str, Any]:






							'''simple docstring'''
							_UpperCamelCase							 =  {}
							for key, single_urls in data_url.items():
												for download_callback in self.download_callbacks:
																	if isinstance(__a				,		__a):
																						for single_url in single_urls:
																											download_callback(__a)
																	else:
																						_UpperCamelCase							 =  single_urls
																						download_callback(__a)
            # we force the name of each key to be the last file / folder name of the url path
            # if the url has arguments, we need to encode them with urllib.parse.quote_plus
												if isinstance(__a				,		__a):
																	_UpperCamelCase							 =  [os.path.join(__a				,		urllib.parse.quote_plus(Path(__a).name)) for x in single_urls]
												else:
																	_UpperCamelCase							 =  single_urls
																	_UpperCamelCase							 =  os.path.join(__a				,		urllib.parse.quote_plus(Path(__a).name))
												_UpperCamelCase							 =  value

							# make sure that values are unique
							if all(isinstance(__a				,		__a) for i in dummy_data_dict.values()) and len(set(dummy_data_dict.values())) < len(
							    dummy_data_dict.values()):
												# append key to value to make its name unique
												_UpperCamelCase							 =  {key: value + key for key, value in dummy_data_dict.items()}

							return dummy_data_dict



		def 						UpperCAmelCase							(					self				,		__a				,		__a)       ->       Optional[int]:






							'''simple docstring'''
							_UpperCamelCase							 =  []
							# trick: if there are many shards named like `data.txt-000001-of-00300`, only use the first one
							_UpperCamelCase							 =  all(bool(re.findall('''[0-9]{3,}-of-[0-9]{3,}'''				,		__a)) for url in data_url)
							_UpperCamelCase							 =  all(
							    url.startswith('''https://ftp.ncbi.nlm.nih.gov/pubmed/baseline/pubmed''') for url in data_url)
							if data_url and (is_tf_records or is_pubmed_records):
												_UpperCamelCase							 =  [data_url[0]] * len(__a)
							for single_url in data_url:
												for download_callback in self.download_callbacks:
																	download_callback(__a)
												# we force the name of each key to be the last file / folder name of the url path
												# if the url has arguments, we need to encode them with urllib.parse.quote_plus
												_UpperCamelCase							 =  os.path.join(__a				,		urllib.parse.quote_plus(single_url.split('''/''')[-1]))
												dummy_data_list.append(__a)
							return dummy_data_list



		def 						UpperCAmelCase							(					self				,		__a				,		__a)       ->       Dict:






							'''simple docstring'''
							for download_callback in self.download_callbacks:
												download_callback(__a)
							# we force the name of each key to be the last file / folder name of the url path
							# if the url has arguments, we need to encode them with urllib.parse.quote_plus
							_UpperCamelCase							 =  os.path.join(__a				,		urllib.parse.quote_plus(data_url.split('''/''')[-1]))
							if os.path.exists(__a) or not self.load_existing_dummy_data:
												return value
							else:
												# Backward compatibility, maybe deprecate at one point.
												# For many datasets with single url calls to dl_manager.download_and_extract,
												# the dummy_data.zip file is actually the zipped downloaded file
												# while now we expected the dummy_data.zip file to be a directory containing
												# the downloaded file.
												return path_to_dummy_data



		def 						UpperCAmelCase							(					self)       ->       Any:






							'''simple docstring'''
							pass



		def 						UpperCAmelCase							(					self)       ->       str:






							'''simple docstring'''
							pass



		def 						UpperCAmelCase							(					self				,		__a)       ->       Union[str, Any]:






							'''simple docstring'''
							def _iter_archive_members(__a):
												# this preserves the order of the members inside the ZIP archive
												_UpperCamelCase							 =  Path(self.dummy_file).parent
												_UpperCamelCase							 =  path.relative_to(__a)
												with ZipFile(self.local_path_to_dummy_data) as zip_file:
																	_UpperCamelCase							 =  zip_file.namelist()
												for member in members:
																	if member.startswith(relative_path.as_posix()):
																						yield dummy_parent_path.joinpath(__a)

							_UpperCamelCase							 =  Path(__a)
							_UpperCamelCase							 =  _iter_archive_members(__a) if self.use_local_dummy_data else path.rglob('''*''')
							for file_path in file_paths:
												if file_path.is_file() and not file_path.name.startswith(('''.''', '''__''')):
																	yield file_path.relative_to(__a).as_posix(), file_path.open('''rb''')




		def 						UpperCAmelCase							(					self				,		__a)       ->       Union[str, Any]:






							'''simple docstring'''
							if not isinstance(__a				,		__a):
												_UpperCamelCase							 =  [paths]
							for path in paths:
												if os.path.isfile(__a):
																	if os.path.basename(__a).startswith(('''.''', '''__''')):
																						return
																	yield path
												else:
																	for dirpath, dirnames, filenames in os.walk(__a):
																						if os.path.basename(__a).startswith(('''.''', '''__''')):
																											continue
																						dirnames.sort()
																						for filename in sorted(__a):
																											if filename.startswith(('''.''', '''__''')):
																																continue
																											yield os.path.join(__a				,		__a)








"""simple docstring"""





from __future__ import annotations



def       lowerCamelCase__		(			__snake_case,     __snake_case	)							->		float:


					"""simple docstring"""





					_UpperCamelCase							 =  sorted(numsa + numsa	)
					_UpperCamelCase ,  _UpperCamelCase							 =  divmod(len(__snake_case	),     2	)
					if mod == 1:
										return all_numbers[div]
					else:
										return (all_numbers[div] + all_numbers[div - 1]) / 2


if __name__ == "__main__":
				import doctest

				doctest.testmod()
				_a														=		[float(x) for x in input("""Enter the elements of first array: """).split()]
				_a														=		[float(x) for x in input("""Enter the elements of second array: """).split()]
				print(F"""The median of two arrays is: {median_of_two_arrays(array_a, array_a)}""")






