




"""simple docstring"""


from math import sqrt


def  UpperCAmelCase__	(snake_case__							: int   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ) and (
      number >= 0
  ), "'number' must been an int and positive"

  _snake_case							:		Any								=  True

  # 0 and 1 are none primes.
  if number <= 1:
    _snake_case							:		Any								=  False

  for divisor in range(2		,       int(round(sqrt(snake_case__   )   )   ) + 1   ):
    # if 'number' divisible by 'divisor' then sets 'status'
    # of false and break up the loop.
    if number % divisor == 0:
      _snake_case							:		Union[str, Any]								=  False
      break

    # precondition
  assert isinstance(snake_case__		,       snake_case__   ), "'status' must been from type bool"

  return status


def  UpperCAmelCase__	(snake_case__							: List[Any]   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ) and (n > 2), "'N' must been an int and > 2"

  # beginList: contains all natural numbers from 2 up to N
  _snake_case							:		Dict								=  list(range(2		,       n + 1   )   )

  _snake_case							:		List[Any]								=  []  # this list will be returns.

  # actual sieve of erathostenes
  for i in range(len(snake_case__   )   ):
    for j in range(i + 1		,       len(snake_case__   )   ):
      if (begin_list[i] != 0) and (begin_list[j] % begin_list[i] == 0):
        _snake_case							:		Union[str, Any]								=  0

    # filters actual prime numbers.
  _snake_case							:		Optional[int]								=  [x for x in begin_list if x != 0]

  # precondition
  assert isinstance(snake_case__		,       snake_case__   ), "'ans' must been from type list"

  return ans


def  UpperCAmelCase__	(snake_case__							: Optional[int]   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ) and (n > 2), "'N' must been an int and > 2"

  _snake_case							:		Any								=  []

  # iterates over all numbers between 2 up to N+1
  # if a number is prime then appends to list 'ans'
  for number in range(2		,       n + 1   ):
    if is_prime(snake_case__   ):
      ans.append(snake_case__   )

    # precondition
  assert isinstance(snake_case__		,       snake_case__   ), "'ans' must been from type list"

  return ans


def  UpperCAmelCase__	(snake_case__							: Optional[Any]   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ) and number >= 0, "'number' must been an int and >= 0"

  _snake_case							:		str								=  []  # this list will be returns of the function.

  # potential prime number factors.

  _snake_case							:		Union[str, Any]								=  2

  _snake_case							:		List[str]								=  number

  if number == 0 or number == 1:
    ans.append(snake_case__   )

  # if 'number' not prime then builds the prime factorization of 'number'
  elif not is_prime(snake_case__   ):
    while quotient != 1:
      if is_prime(snake_case__   ) and (quotient % factor == 0):
        ans.append(snake_case__   )
        quotient /= factor
      else:
        factor += 1

  else:
    ans.append(snake_case__   )

  # precondition
  assert isinstance(snake_case__		,       snake_case__   ), "'ans' must been from type list"

  return ans


def  UpperCAmelCase__	(snake_case__							: Optional[int]   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ) and (
      number >= 0
  ), "'number' bust been an int and >= 0"

  _snake_case							:		int								=  0

  # prime factorization of 'number'
  _snake_case							:		List[str]								=  prime_factorization(snake_case__   )

  _snake_case							:		Optional[int]								=  max(snake_case__   )

  # precondition
  assert isinstance(snake_case__		,       snake_case__   ), "'ans' must been from type int"

  return ans


def  UpperCAmelCase__	(snake_case__							: str   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ) and (
      number >= 0
  ), "'number' bust been an int and >= 0"

  _snake_case							:		str								=  0

  # prime factorization of 'number'
  _snake_case							:		Optional[int]								=  prime_factorization(snake_case__   )

  _snake_case							:		Union[str, Any]								=  min(snake_case__   )

  # precondition
  assert isinstance(snake_case__		,       snake_case__   ), "'ans' must been from type int"

  return ans


def  UpperCAmelCase__	(snake_case__							: Optional[Any]   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ), "'number' must been an int"
  assert isinstance(number % 2 == 0		,       snake_case__   ), "compare bust been from type bool"

  return number % 2 == 0


def  UpperCAmelCase__	(snake_case__							: int   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ), "'number' must been an int"
  assert isinstance(number % 2 != 0		,       snake_case__   ), "compare bust been from type bool"

  return number % 2 != 0


def  UpperCAmelCase__	(snake_case__							: Union[str, Any]   ):
  """simple docstring"""

  assert (
      isinstance(snake_case__		,       snake_case__   ) and (number > 2) and is_even(snake_case__   )
  ), "'number' must been an int, even and > 2"

  _snake_case							:		int								=  []  # this list will returned

  # creates a list of prime numbers between 2 up to 'number'
  _snake_case							:		List[str]								=  get_prime_numbers(snake_case__   )
  _snake_case							:		Optional[Any]								=  len(snake_case__   )

  # run variable for while-loops.
  _snake_case							:		List[Any]								=  0
  _snake_case							:		Dict								=  None

  # exit variable. for break up the loops
  _snake_case							:		Optional[int]								=  True

  while i < len_pn and loop:
    _snake_case							:		Tuple								=  i + 1

    while j < len_pn and loop:
      if prime_numbers[i] + prime_numbers[j] == number:
        _snake_case							:		Union[str, Any]								=  False
        ans.append(prime_numbers[i]   )
        ans.append(prime_numbers[j]   )

      j += 1

    i += 1

  # precondition
  assert (
      isinstance(snake_case__		,       snake_case__   )
      and (len(snake_case__   ) == 2)
      and (ans[0] + ans[1] == number)
      and is_prime(ans[0]   )
      and is_prime(ans[1]   )
  ), "'ans' must contains two primes. And sum of elements must been eq 'number'"

  return ans


def  UpperCAmelCase__	(snake_case__							: Dict		,       snake_case__							: int   ):
  """simple docstring"""

  assert (
      isinstance(snake_case__		,       snake_case__   )
      and isinstance(snake_case__		,       snake_case__   )
      and (numbera >= 0)
      and (numbera >= 0)
  ), "'number1' and 'number2' must been positive integer."

  _snake_case							:		Any								=  0

  while numbera != 0:
    _snake_case							:		Dict								=  numbera % numbera
    _snake_case							:		Any								=  numbera
    _snake_case							:		Any								=  rest

  # precondition
  assert isinstance(snake_case__		,       snake_case__   ) and (
      numbera >= 0
  ), "'number' must been from type int and positive"

  return numbera


def  UpperCAmelCase__	(snake_case__							: str		,       snake_case__							: Union[str, Any]   ):
  """simple docstring"""

  assert (
      isinstance(snake_case__		,       snake_case__   )
      and isinstance(snake_case__		,       snake_case__   )
      and (numbera >= 1)
      and (numbera >= 1)
  ), "'number1' and 'number2' must been positive integer."

  _snake_case							:		Any								=  1  # actual answer that will be return.

  # for kgV (x,1)
  if numbera > 1 and numbera > 1:
    # builds the prime factorization of 'number1' and 'number2'
    _snake_case							:		List[Any]								=  prime_factorization(snake_case__   )
    _snake_case							:		str								=  prime_factorization(snake_case__   )

  elif numbera == 1 or numbera == 1:
    _snake_case							:		int								=  []
    _snake_case							:		List[Any]								=  []
    _snake_case							:		int								=  max(snake_case__		,       snake_case__   )

  _snake_case							:		str								=  0
  _snake_case							:		Optional[Any]								=  0

  _snake_case							:		str								=  []  # captured numbers int both 'primeFac1' and 'primeFac2'

  # iterates through primeFac1
  for n in prime_fac_a:
    if n not in done:
      if n in prime_fac_a:
        _snake_case							:		str								=  prime_fac_a.count(snake_case__   )
        _snake_case							:		List[str]								=  prime_fac_a.count(snake_case__   )

        for _ in range(max(snake_case__		,       snake_case__   )   ):
          ans *= n

      else:
        _snake_case							:		Tuple								=  prime_fac_a.count(snake_case__   )

        for _ in range(snake_case__   ):
          ans *= n

      done.append(snake_case__   )

    # iterates through primeFac2
  for n in prime_fac_a:
    if n not in done:
      _snake_case							:		Dict								=  prime_fac_a.count(snake_case__   )

      for _ in range(snake_case__   ):
        ans *= n

      done.append(snake_case__   )

    # precondition
  assert isinstance(snake_case__		,       snake_case__   ) and (
      ans >= 0
  ), "'ans' must been from type int and positive"

  return ans


def  UpperCAmelCase__	(snake_case__							: int   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ) and (n >= 0), "'number' must been a positive int"

  _snake_case							:		Optional[Any]								=  0
  _snake_case							:		Any								=  2  # this variable holds the answer

  while index < n:
    index += 1

    ans += 1  # counts to the next number

    # if ans not prime then
    # runs to the next prime number.
    while not is_prime(snake_case__   ):
      ans += 1

    # precondition
  assert isinstance(snake_case__		,       snake_case__   ) and is_prime(
      snake_case__   ), "'ans' must been a prime number and from type int"

  return ans


def  UpperCAmelCase__	(snake_case__							: List[str]		,       snake_case__							: int   ):
  """simple docstring"""

  assert (
      is_prime(snake_case__   ) and is_prime(snake_case__   ) and (p_number_a < p_number_a)
  ), "The arguments must been prime numbers and 'pNumber1' < 'pNumber2'"

  _snake_case							:		Any								=  p_number_a + 1  # jump to the next number

  _snake_case							:		str								=  []  # this list will be returns.

  # if number is not prime then
  # fetch the next prime number.
  while not is_prime(snake_case__   ):
    number += 1

  while number < p_number_a:
    ans.append(snake_case__   )

    number += 1

    # fetch the next prime number.
    while not is_prime(snake_case__   ):
      number += 1

    # precondition
  assert (
      isinstance(snake_case__		,       snake_case__   )
      and ans[0] != p_number_a
      and ans[len(snake_case__   ) - 1] != p_number_a
  ), "'ans' must been a list without the arguments"

  # 'ans' contains not 'pNumber1' and 'pNumber2' !
  return ans


def  UpperCAmelCase__	(snake_case__							: Tuple   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ) and (n >= 1), "'n' must been int and >= 1"

  _snake_case							:		Dict								=  []  # will be returned.

  for divisor in range(1		,       n + 1   ):
    if n % divisor == 0:
      ans.append(snake_case__   )

    # precondition
  assert ans[0] == 1 and ans[len(snake_case__   ) - 1] == n, "Error in function getDivisiors(...)"

  return ans


def  UpperCAmelCase__	(snake_case__							: Optional[int]   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ) and (
      number > 1
  ), "'number' must been an int and >= 1"

  _snake_case							:		Optional[Any]								=  get_divisors(snake_case__   )

  # precondition
  assert (
      isinstance(snake_case__		,       snake_case__   )
      and (divisors[0] == 1)
      and (divisors[len(snake_case__   ) - 1] == number)
  ), "Error in help-function getDivisiors(...)"

  # summed all divisors up to 'number' (exclusive), hence [:-1]
  return sum(divisors[:-1]   ) == number


def  UpperCAmelCase__	(snake_case__							: str		,       snake_case__							: Optional[int]   ):
  """simple docstring"""

  assert (
      isinstance(snake_case__		,       snake_case__   )
      and isinstance(snake_case__		,       snake_case__   )
      and (denominator != 0)
  ), "The arguments must been from type int and 'denominator' != 0"

  # build the greatest common divisor of numerator and denominator.
  _snake_case							:		str								=  gcd(abs(snake_case__   )		,       abs(snake_case__   )   )

  # precondition
  assert (
      isinstance(snake_case__		,       snake_case__   )
      and (numerator % gcd_of_fraction == 0)
      and (denominator % gcd_of_fraction == 0)
  ), "Error in function gcd(...,...)"

  return (numerator // gcd_of_fraction, denominator // gcd_of_fraction)


def  UpperCAmelCase__	(snake_case__							: Optional[int]   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ) and (n >= 0), "'n' must been a int and >= 0"

  _snake_case							:		Any								=  1  # this will be return.

  for factor in range(1		,       n + 1   ):
    ans *= factor

  return ans






def  UpperCAmelCase__	(snake_case__							: str   ):
  """simple docstring"""

  assert isinstance(snake_case__		,       snake_case__   ) and (n >= 0), "'n' must been an int and >= 0"

  _snake_case							:		str								=  0
  _snake_case							:		List[str]								=  1
  _snake_case							:		Dict								=  1  # this will be return

  for _ in range(n - 1   ):
    _snake_case							:		Optional[Any]								=  ans
    ans += fiba
    _snake_case							:		List[str]								=  tmp

  return ans








"""simple docstring"""


import os
import re
import shutil
from argparse import ArgumentParser, Namespace

from datasets.commands import BaseDatasetsCLICommand
from datasets.utils.logging import get_logger


A_      =    '''<<<<<<< This should probably be modified because it mentions: '''

A_      =    '''=======
>>>>>>>
'''

A_      =    [
    '''TextEncoderConfig''',
    '''ByteTextEncoder''',
    '''SubwordTextEncoder''',
    '''encoder_config''',
    '''maybe_build_from_corpus''',
    '''manual_dir''',
]

A_      =    [
    # (pattern, replacement)
    # Order is important here for some replacements
    (r'''tfds\.core''', r'''datasets'''),
    (r'''tf\.io\.gfile\.GFile''', r'''open'''),
    (r'''tf\.([\w\d]+)''', r'''datasets.Value(\'\1\')'''),
    (r'''tfds\.features\.Text\(\)''', r'''datasets.Value(\'string\')'''),
    (r'''tfds\.features\.Text\(''', r'''datasets.Value(\'string\'),'''),
    (r'''features\s*=\s*tfds.features.FeaturesDict\(''', r'''features=datasets.Features('''),
    (r'''tfds\.features\.FeaturesDict\(''', r'''dict('''),
    (r'''The TensorFlow Datasets Authors''', r'''The TensorFlow Datasets Authors and the HuggingFace Datasets Authors'''),
    (r'''tfds\.''', r'''datasets.'''),
    (r'''dl_manager\.manual_dir''', r'''self.config.data_dir'''),
    (r'''self\.builder_config''', r'''self.config'''),
]


def  UpperCAmelCase__	(snake_case__							: Namespace   ):
  """simple docstring"""

  return ConvertCommand(args.tfds_path		,       args.datasets_directory   )






class  lowercase(					__a			):







 '''simple docstring'''





 @staticmethod
 def 			UpperCamelCase_       (    a_:		ArgumentParser		):




   '''simple docstring'''



   _snake_case							:		Tuple								=  parser.add_parser(
       """convert""",				help="""Convert a TensorFlow Datasets dataset to a HuggingFace Datasets dataset.""",				)
   train_parser.add_argument(
       """--tfds_path""",				type=a_,				required=a_,				help="""Path to a TensorFlow Datasets folder to convert or a single tfds file to convert.""",				)
   train_parser.add_argument(
       """--datasets_directory""",				type=a_,				required=a_,				help="""Path to the HuggingFace Datasets folder."""		)
   train_parser.set_defaults(func=a_		)


 def __init__(    self:		List[str],				a_:		str,				a_:		str,				*a_:		str		):




   '''simple docstring'''



   _snake_case							:		Optional[Any]								=  get_logger("""datasets-cli/converting"""		)

   _snake_case							:		Any								=  tfds_path
   _snake_case							:		Optional[Any]								=  datasets_directory


 def 			UpperCamelCase_       (    self:		Optional[int]		):




   '''simple docstring'''



   if os.path.isdir(self._tfds_path		):
     _snake_case							:		int								=  os.path.abspath(self._tfds_path		)
   elif os.path.isfile(self._tfds_path		):
     _snake_case							:		Any								=  os.path.dirname(self._tfds_path		)
   else:
     raise ValueError("""--tfds_path is neither a directory nor a file. Please check path."""		)

   _snake_case							:		Union[str, Any]								=  os.path.abspath(self._datasets_directory		)

   self._logger.info(f"Converting datasets from {abs_tfds_path} to {abs_datasets_path}"		)

   _snake_case							:		Tuple								=  []
   _snake_case							:		Dict								=  []
   _snake_case							:		Optional[Any]								=  {}

   if os.path.isdir(self._tfds_path		):
     _snake_case							:		List[str]								=  os.listdir(a_		)
   else:
     _snake_case							:		int								=  [os.path.basename(self._tfds_path		)]

   for f_name in file_names:
     self._logger.info(f"Looking at file {f_name}"		)
     _snake_case							:		Dict								=  os.path.join(a_,				a_		)
     _snake_case							:		Union[str, Any]								=  os.path.join(a_,				a_		)

     if not os.path.isfile(a_		) or "__init__" in f_name or "_test" in f_name or ".py" not in f_name:
       self._logger.info("""Skipping file"""		)
       continue

     with open(a_,				encoding="""utf-8"""		) as f:
       _snake_case							:		str								=  f.readlines()

     _snake_case							:		List[str]								=  []
     _snake_case							:		Any								=  False
     _snake_case							:		Union[str, Any]								=  False
     _snake_case							:		Optional[Any]								=  []
     for line in lines:
       _snake_case							:		Optional[int]								=  line

       # Convert imports
       if "import tensorflow.compat.v2 as tf" in out_line:
         continue
       elif "@tfds.core" in out_line:
         continue
       elif "builder=self" in out_line:
         continue
       elif "import tensorflow_datasets.public_api as tfds" in out_line:
         _snake_case							:		Optional[Any]								=  """import datasets\n"""
       elif "import tensorflow" in out_line:
         # order is important here
         _snake_case							:		Optional[int]								=  """"""
         continue
       elif "from absl import logging" in out_line:
         _snake_case							:		int								=  """from datasets import logging\n"""
       elif "getLogger" in out_line:
         _snake_case							:		Any								=  out_line.replace("""getLogger""",				"""get_logger"""		)
       elif any(expression in out_line for expression in TO_HIGHLIGHT		):
         _snake_case							:		Union[str, Any]								=  True
         _snake_case							:		Optional[Any]								=  list(filter(lambda a_		: e in out_line,				a_		)		)
         out_lines.append(HIGHLIGHT_MESSAGE_PRE + str(a_		) + """\n"""		)
         out_lines.append(a_		)
         out_lines.append(a_		)
         continue
       else:
         for pattern, replacement in TO_CONVERT:
           _snake_case							:		List[str]								=  re.sub(a_,				a_,				a_		)

                # Take care of saving utilities (to later move them together with main script)
       if "tensorflow_datasets" in out_line:
         _snake_case							:		Dict								=  re.match(r"""from\stensorflow_datasets.*import\s([^\.\r\n]+)""",				a_		)
         tfds_imports.extend(imp.strip() for imp in match.group(1		).split(""","""		)		)
         _snake_case							:		Optional[Any]								=  """from . import """ + match.group(1		)

       # Check we have not forget anything
       if "tf." in out_line or "tfds." in out_line or "tensorflow_datasets" in out_line:
         raise ValueError(f"Error converting {out_line.strip()}"		)

       if "GeneratorBasedBuilder" in out_line or "BeamBasedBuilder" in out_line:
         _snake_case							:		Tuple								=  True
       out_lines.append(a_		)

     if is_builder or "wmt" in f_name:
       # We create a new directory for each dataset
       _snake_case							:		List[str]								=  f_name.replace(""".py""",				""""""		)
       _snake_case							:		str								=  os.path.join(a_,				a_		)
       _snake_case							:		str								=  os.path.join(a_,				a_		)
       os.makedirs(a_,				exist_ok=a_		)
       self._logger.info(f"Adding directory {output_dir}"		)
       imports_to_builder_map.update({imp: output_dir for imp in tfds_imports}		)
     else:
       # Utilities will be moved at the end
       utils_files.append(a_		)

     if needs_manual_update:
       with_manual_update.append(a_		)

     with open(a_,				"""w""",				encoding="""utf-8"""		) as f:
       f.writelines(a_		)
     self._logger.info(f"Converted in {output_file}"		)

   for utils_file in utils_files:
     try:
       _snake_case							:		Optional[int]								=  os.path.basename(a_		)
       _snake_case							:		Optional[Any]								=  imports_to_builder_map[f_name.replace(""".py""",				""""""		)]
       self._logger.info(f"Moving {dest_folder} to {utils_file}"		)
       shutil.copy(a_,				a_		)
     except KeyError:
       self._logger.error(f"Cannot find destination folder for {utils_file}. Please copy manually."		)

   if with_manual_update:
     for file_path in with_manual_update:
       self._logger.warning(
           f"You need to manually update file {file_path} to remove configurations using 'TextEncoderConfig'."		)


