
import argparse
import json
import os
import sys
import tempfile
import unittest
from argparse import Namespace
from dataclasses import dataclass, field
from enum import Enum
from pathlib import Path
from typing import List, Literal, Optional

import yaml

from transformers import HfArgumentParser, TrainingArguments
from transformers.hf_argparser import make_choice_type_function, string_to_bool


# Since Python 3.10, we can use the builtin `|` operator for Union types
# See PEP 604: https://peps.python.org/pep-0604
lowercase  : List[Any]						   =							sys.version_info >= (3, 10)







def 						_snake_case(  SCREAMING_SNAKE_CASE__=None ,     SCREAMING_SNAKE_CASE__=None    )			->   List[Any]:
       return field(default_factory=lambda: default ,     metadata=_lowercase    )

@dataclass
class __snake_case		:
    _a		:						Optional[int]=    42
    _a		:						str=    42
    _a		:						List[str]=    42
    _a		:						Union[str, Any]=    42






@dataclass
class __snake_case		:
    _a		:						List[str]=    42
    _a		:						Any=    field(default="toto" ,     metadata={"help": "help message"}					)






@dataclass
class __snake_case		:
    _a		:						Union[str, Any]=    False
    _a		:						Union[str, Any]=    True
    _a		:						Tuple=    None






class __snake_case		(				lowerCAmelCase					):
    _a		:						List[str]=    "titi"
    _a		:						List[Any]=    "toto"






class __snake_case		(				lowerCAmelCase					):
    _a		:						Optional[Any]=    "titi"
    _a		:						Optional[Any]=    "toto"
    _a		:						Optional[Any]=    42






@dataclass
class __snake_case		:
    _a		:						Union[str, Any]=    "toto"
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					Optional[int]	     =				BasicEnum(self.foo				)






@dataclass
class __snake_case		:
    _a		:						str=    "toto"
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					Tuple	     =				MixedTypeEnum(self.foo				)






@dataclass
class __snake_case		:
    _a		:						List[str]=    None
    _a		:						str=    field(default=lowerCAmelCase ,     metadata={"help": "help message"}					)
    _a		:						Union[str, Any]=    None
    _a		:						Optional[int]=    list_field(default=[]					)
    _a		:						List[str]=    list_field(default=[]					)






@dataclass
class __snake_case		:
    _a		:						Tuple=    list_field(default=[]					)
    _a		:						List[str]=    list_field(default=[1, 2, 3]					)
    _a		:						int=    list_field(default=["Hallo", "Bonjour", "Hello"]					)
    _a		:						Any=    list_field(default=[0.1, 0.2, 0.3]					)






@dataclass
class __snake_case		:
    _a		:						Dict=    field()
    _a		:						List[Any]=    field()
    _a		:						Dict=    field()
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					Dict	     =				BasicEnum(self.required_enum				)






@dataclass
class __snake_case		:
    _a		:						Tuple=    42
    _a		:						List[Any]=    field()
    _a		:						Union[str, Any]=    None
    _a		:						Optional[int]=    field(default="toto" ,     metadata={"help": "help message"}					)
    _a		:						Optional[Any]=    list_field(default=["Hallo", "Bonjour", "Hello"]					)


if is_python_no_less_than_3_10:

  @dataclass
  class __snake_case		:
      _a		:						Tuple=    False
      _a		:						List[Any]=    True
      _a		:						Dict=    None






  @dataclass
  class __snake_case		:
      _a		:						List[Any]=    None
      _a		:						List[str]=    field(default=lowerCAmelCase ,     metadata={"help": "help message"}					)
      _a		:						str=    None
      _a		:						Optional[Any]=    list_field(default=[]					)
      _a		:						Union[str, Any]=    list_field(default=[]					)




class __snake_case		(				unittest.TestCase					):
    def     _SCREAMING_SNAKE_CASE	(  self		,snake_case		,snake_case				):



           '''simple docstring'''







           self.assertEqual(len(a._actions				)		,len(b._actions				)				)
           for x, y in zip(a._actions		,b._actions				):
                  lowercase							:					Any	     =				{k: v for k, v in vars(__A				).items() if k != """container"""}
                  lowercase							:					List[Any]	     =				{k: v for k, v in vars(__A				).items() if k != """container"""}

                  # Choices with mixed type have custom function as "type"
                  # So we need to compare results directly for equality
                  if xx.get("""choices"""		,__A				) and yy.get("""choices"""		,__A				):
                         for expected_choice in yy["choices"] + xx["choices"]:
                                self.assertEqual(xx["""type"""](__A				)		,yy["""type"""](__A				)				)
                         del xx["type"], yy["type"]

                  self.assertEqual(__A		,__A				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					List[str]	     =				HfArgumentParser(__A				)

           lowercase							:					Dict	     =				argparse.ArgumentParser()
           expected.add_argument("""--foo"""		,type=__A		,required=__A				)
           expected.add_argument("""--bar"""		,type=__A		,required=__A				)
           expected.add_argument("""--baz"""		,type=__A		,required=__A				)
           expected.add_argument("""--flag"""		,type=__A		,default=__A		,const=__A		,nargs="""?"""				)
           self.argparsersEqual(__A		,__A				)

           lowercase							:					int	     =				["""--foo""", """1""", """--baz""", """quux""", """--bar""", """0.5"""]
           ((lowercase)     ,      )							:					Dict	     =				parser.parse_args_into_dataclasses(__A		,look_for_args_file=__A				)
           self.assertFalse(example.flag				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					Tuple	     =				HfArgumentParser(__A				)

           lowercase							:					List[Any]	     =				argparse.ArgumentParser()
           expected.add_argument("""--foo"""		,default=42		,type=__A				)
           expected.add_argument("""--baz"""		,default="""toto"""		,type=__A		,help="""help message"""				)
           self.argparsersEqual(__A		,__A				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					Optional[int]	     =				argparse.ArgumentParser()
           expected.add_argument("""--foo"""		,type=__A		,default=__A		,const=__A		,nargs="""?"""				)
           expected.add_argument("""--baz"""		,type=__A		,default=__A		,const=__A		,nargs="""?"""				)
           # A boolean no_* argument always has to come after its "default: True" regular counter-part
           # and its default must be set to False
           expected.add_argument("""--no_baz"""		,action="""store_false"""		,default=__A		,dest="""baz"""				)
           expected.add_argument("""--opt"""		,type=__A		,default=__A				)

           lowercase							:					Any	     =				[WithDefaultBoolExample]
           if is_python_no_less_than_3_10:
                  dataclass_types.append(__A				)

           for dataclass_type in dataclass_types:
                  lowercase							:					str	     =				HfArgumentParser(__A				)
                  self.argparsersEqual(__A		,__A				)

                  lowercase							:					List[Any]	     =				parser.parse_args([]				)
                  self.assertEqual(__A		,Namespace(foo=__A		,baz=__A		,opt=__A				)				)

                  lowercase							:					List[str]	     =				parser.parse_args(["""--foo""", """--no_baz"""]				)
                  self.assertEqual(__A		,Namespace(foo=__A		,baz=__A		,opt=__A				)				)

                  lowercase							:					List[Any]	     =				parser.parse_args(["""--foo""", """--baz"""]				)
                  self.assertEqual(__A		,Namespace(foo=__A		,baz=__A		,opt=__A				)				)

                  lowercase							:					List[Any]	     =				parser.parse_args(["""--foo""", """True""", """--baz""", """True""", """--opt""", """True"""]				)
                  self.assertEqual(__A		,Namespace(foo=__A		,baz=__A		,opt=__A				)				)

                  lowercase							:					Dict	     =				parser.parse_args(["""--foo""", """False""", """--baz""", """False""", """--opt""", """False"""]				)
                  self.assertEqual(__A		,Namespace(foo=__A		,baz=__A		,opt=__A				)				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					Dict	     =				HfArgumentParser(__A				)

           lowercase							:					str	     =				argparse.ArgumentParser()
           expected.add_argument(
               """--foo"""		,default="""toto"""		,choices=["""titi""", """toto""", 42]		,type=make_choice_type_function(["""titi""", """toto""", 42]				)		,)
           self.argparsersEqual(__A		,__A				)

           lowercase							:					int	     =				parser.parse_args([]				)
           self.assertEqual(args.foo		,"""toto"""				)
           lowercase							:					List[Any]	     =				parser.parse_args_into_dataclasses([]				)[0]
           self.assertEqual(enum_ex.foo		,MixedTypeEnum.toto				)

           lowercase							:					Dict	     =				parser.parse_args(["""--foo""", """titi"""]				)
           self.assertEqual(args.foo		,"""titi"""				)
           lowercase							:					Union[str, Any]	     =				parser.parse_args_into_dataclasses(["""--foo""", """titi"""]				)[0]
           self.assertEqual(enum_ex.foo		,MixedTypeEnum.titi				)

           lowercase							:					int	     =				parser.parse_args(["""--foo""", """42"""]				)
           self.assertEqual(args.foo		,42				)
           lowercase							:					Dict	     =				parser.parse_args_into_dataclasses(["""--foo""", """42"""]				)[0]
           self.assertEqual(enum_ex.foo		,MixedTypeEnum.fourtytwo				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           @dataclass
           class __snake_case		:
               _a		:						List[str]=    "toto"






           lowercase							:					Any	     =				HfArgumentParser(__A				)

           lowercase							:					List[str]	     =				argparse.ArgumentParser()
           expected.add_argument(
               """--foo"""		,default="""toto"""		,choices=("""titi""", """toto""", 42)		,type=make_choice_type_function(["""titi""", """toto""", 42]				)		,)
           self.argparsersEqual(__A		,__A				)

           lowercase							:					List[Any]	     =				parser.parse_args([]				)
           self.assertEqual(args.foo		,"""toto"""				)

           lowercase							:					Any	     =				parser.parse_args(["""--foo""", """titi"""]				)
           self.assertEqual(args.foo		,"""titi"""				)

           lowercase							:					Union[str, Any]	     =				parser.parse_args(["""--foo""", """42"""]				)
           self.assertEqual(args.foo		,42				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					int	     =				HfArgumentParser(__A				)

           lowercase							:					List[Any]	     =				argparse.ArgumentParser()
           expected.add_argument("""--foo_int"""		,nargs="""+"""		,default=[]		,type=__A				)
           expected.add_argument("""--bar_int"""		,nargs="""+"""		,default=[1, 2, 3]		,type=__A				)
           expected.add_argument("""--foo_str"""		,nargs="""+"""		,default=["""Hallo""", """Bonjour""", """Hello"""]		,type=__A				)
           expected.add_argument("""--foo_float"""		,nargs="""+"""		,default=[0.1, 0.2, 0.3]		,type=__A				)

           self.argparsersEqual(__A		,__A				)

           lowercase							:					List[str]	     =				parser.parse_args([]				)
           self.assertEqual(
               __A		,Namespace(foo_int=[]		,bar_int=[1, 2, 3]		,foo_str=["""Hallo""", """Bonjour""", """Hello"""]		,foo_float=[0.1, 0.2, 0.3]				)		,)

           lowercase							:					List[str]	     =				parser.parse_args("""--foo_int 1 --bar_int 2 3 --foo_str a b c --foo_float 0.1 0.7""".split()				)
           self.assertEqual(__A		,Namespace(foo_int=[1]		,bar_int=[2, 3]		,foo_str=["""a""", """b""", """c"""]		,foo_float=[0.1, 0.7]				)				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					Optional[int]	     =				argparse.ArgumentParser()
           expected.add_argument("""--foo"""		,default=__A		,type=__A				)
           expected.add_argument("""--bar"""		,default=__A		,type=__A		,help="""help message"""				)
           expected.add_argument("""--baz"""		,default=__A		,type=__A				)
           expected.add_argument("""--ces"""		,nargs="""+"""		,default=[]		,type=__A				)
           expected.add_argument("""--des"""		,nargs="""+"""		,default=[]		,type=__A				)

           lowercase							:					Optional[int]	     =				[OptionalExample]
           if is_python_no_less_than_3_10:
                  dataclass_types.append(__A				)

           for dataclass_type in dataclass_types:
                  lowercase							:					Any	     =				HfArgumentParser(__A				)

                  self.argparsersEqual(__A		,__A				)

                  lowercase							:					Any	     =				parser.parse_args([]				)
                  self.assertEqual(__A		,Namespace(foo=__A		,bar=__A		,baz=__A		,ces=[]		,des=[]				)				)

                  lowercase							:					int	     =				parser.parse_args("""--foo 12 --bar 3.14 --baz 42 --ces a b c --des 1 2 3""".split()				)
                  self.assertEqual(__A		,Namespace(foo=12		,bar=3.14		,baz="""42"""		,ces=["""a""", """b""", """c"""]		,des=[1, 2, 3]				)				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					str	     =				HfArgumentParser(__A				)

           lowercase							:					List[str]	     =				argparse.ArgumentParser()
           expected.add_argument("""--required_list"""		,nargs="""+"""		,type=__A		,required=__A				)
           expected.add_argument("""--required_str"""		,type=__A		,required=__A				)
           expected.add_argument(
               """--required_enum"""		,type=make_choice_type_function(["""titi""", """toto"""]				)		,choices=["""titi""", """toto"""]		,required=__A		,)
           self.argparsersEqual(__A		,__A				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					Tuple	     =				HfArgumentParser(__A				)

           lowercase							:					int	     =				argparse.ArgumentParser()
           expected.add_argument("""--foo"""		,type=__A		,required=__A				)
           expected.add_argument(
               """--required_enum"""		,type=make_choice_type_function(["""titi""", """toto"""]				)		,choices=["""titi""", """toto"""]		,required=__A		,)
           expected.add_argument("""--opt"""		,type=__A		,default=__A				)
           expected.add_argument("""--baz"""		,default="""toto"""		,type=__A		,help="""help message"""				)
           expected.add_argument("""--foo_str"""		,nargs="""+"""		,default=["""Hallo""", """Bonjour""", """Hello"""]		,type=__A				)
           self.argparsersEqual(__A		,__A				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					Tuple	     =				HfArgumentParser(__A				)

           lowercase							:					int	     =				{
               """foo""": 12,
               """bar""": 3.14,
               """baz""": """42""",
               """flag""": True,
           }

           lowercase							:					Any	     =				parser.parse_dict(__A				)[0]
           lowercase							:					Optional[int]	     =				BasicExample(**__A				)
           self.assertEqual(__A		,__A				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					Any	     =				HfArgumentParser(__A				)

           lowercase							:					Dict	     =				{
               """foo""": 12,
               """bar""": 3.14,
               """baz""": """42""",
               """flag""": True,
               """extra""": 42,
           }

           self.assertRaises(__A		,parser.parse_dict		,__A		,allow_extra_keys=__A				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					List[Any]	     =				HfArgumentParser(__A				)

           lowercase							:					Tuple	     =				{
               """foo""": 12,
               """bar""": 3.14,
               """baz""": """42""",
               """flag""": True,
           }
           with tempfile.TemporaryDirectory() as tmp_dir:
                  lowercase							:					List[str]	     =				os.path.join(__A		,"""temp_json"""				)
                  os.mkdir(__A				)
                  with open(temp_local_path + """.json"""		,"""w+"""				) as f:
                         json.dump(__A		,__A				)
                  lowercase							:					Optional[int]	     =				parser.parse_yaml_file(Path(temp_local_path + """.json"""				)				)[0]

           lowercase							:					Optional[int]	     =				BasicExample(**__A				)
           self.assertEqual(__A		,__A				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					Dict	     =				HfArgumentParser(__A				)

           lowercase							:					Any	     =				{
               """foo""": 12,
               """bar""": 3.14,
               """baz""": """42""",
               """flag""": True,
           }
           with tempfile.TemporaryDirectory() as tmp_dir:
                  lowercase							:					str	     =				os.path.join(__A		,"""temp_yaml"""				)
                  os.mkdir(__A				)
                  with open(temp_local_path + """.yaml"""		,"""w+"""				) as f:
                         yaml.dump(__A		,__A				)
                  lowercase							:					str	     =				parser.parse_yaml_file(Path(temp_local_path + """.yaml"""				)				)[0]
           lowercase							:					Any	     =				BasicExample(**__A				)
           self.assertEqual(__A		,__A				)
    def     _SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           lowercase							:					Optional[Any]	     =				HfArgumentParser(__A				)
           self.assertIsNotNone(__A				)


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

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


lowercase  : Tuple						   =							"""<<<<<<< This should probably be modified because it mentions: """

lowercase  : Any						   =							"""=======
>>>>>>>
"""

lowercase  : List[str]						   =							[
    """TextEncoderConfig""",
    """ByteTextEncoder""",
    """SubwordTextEncoder""",
    """encoder_config""",
    """maybe_build_from_corpus""",
    """manual_dir""",
]

lowercase  : Any						   =							[
    # (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 						_snake_case(  SCREAMING_SNAKE_CASE__    )			->   List[Any]:
       return ConvertCommand(args.tfds_path ,     args.datasets_directory    )




class __snake_case		(				lowerCAmelCase					):
    @staticmethod
    def 				_SCREAMING_SNAKE_CASE	(  snake_case				):



           '''simple docstring'''







           lowercase							:					str	     =				parser.add_parser(
               """convert"""		,help="""Convert a TensorFlow Datasets dataset to a HuggingFace Datasets dataset."""		,)
           train_parser.add_argument(
               """--tfds_path"""		,type=snake_case		,required=snake_case		,help="""Path to a TensorFlow Datasets folder to convert or a single tfds file to convert."""		,)
           train_parser.add_argument(
               """--datasets_directory"""		,type=snake_case		,required=snake_case		,help="""Path to the HuggingFace Datasets folder."""				)
           train_parser.set_defaults(func=snake_case				)
    def __init__(  self		,snake_case		,snake_case		,*snake_case				):



           '''simple docstring'''







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

           lowercase							:					Optional[int]	     =				tfds_path
           lowercase							:					Dict	     =				datasets_directory
    def 				_SCREAMING_SNAKE_CASE	(  self				):



           '''simple docstring'''







           if os.path.isdir(self._tfds_path				):
                  lowercase							:					List[str]	     =				os.path.abspath(self._tfds_path				)
           elif os.path.isfile(self._tfds_path				):
                  lowercase							:					Tuple	     =				os.path.dirname(self._tfds_path				)
           else:
                  raise ValueError("""--tfds_path is neither a directory nor a file. Please check path."""				)

           lowercase							:					Optional[int]	     =				os.path.abspath(self._datasets_directory				)

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

           lowercase							:					List[Any]	     =				[]
           lowercase							:					Optional[int]	     =				[]
           lowercase							:					Dict	     =				{}

           if os.path.isdir(self._tfds_path				):
                  lowercase							:					int	     =				os.listdir(snake_case				)
           else:
                  lowercase							:					List[Any]	     =				[os.path.basename(self._tfds_path				)]

           for f_name in file_names:
                  self._logger.info(f"Looking at file {f_name}"				)
                  lowercase							:					List[Any]	     =				os.path.join(snake_case		,snake_case				)
                  lowercase							:					List[str]	     =				os.path.join(snake_case		,snake_case				)

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

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

                  lowercase							:					Union[str, Any]	     =				[]
                  lowercase							:					Optional[Any]	     =				False
                  lowercase							:					Optional[Any]	     =				False
                  lowercase							:					Optional[int]	     =				[]
                  for line in lines:
                         lowercase							:					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:
                                lowercase							:					Union[str, Any]	     =				"""import datasets\n"""
                         elif "import tensorflow" in out_line:
                                # order is important here
                                lowercase							:					List[Any]	     =				""""""
                                continue
                         elif "from absl import logging" in out_line:
                                lowercase							:					Optional[int]	     =				"""from datasets import logging\n"""
                         elif "getLogger" in out_line:
                                lowercase							:					Any	     =				out_line.replace("""getLogger"""		,"""get_logger"""				)
                         elif any(expression in out_line for expression in TO_HIGHLIGHT				):
                                lowercase							:					Optional[Any]	     =				True
                                lowercase							:					Optional[Any]	     =				list(filter(lambda snake_case				: e in out_line		,snake_case				)				)
                                out_lines.append(HIGHLIGHT_MESSAGE_PRE + str(snake_case				) + """\n"""				)
                                out_lines.append(snake_case				)
                                out_lines.append(snake_case				)
                                continue
                         else:
                                for pattern, replacement in TO_CONVERT:
                                       lowercase							:					Union[str, Any]	     =				re.sub(snake_case		,snake_case		,snake_case				)

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

                  if is_builder or "wmt" in f_name:
                         # We create a new directory for each dataset
                         lowercase							:					Union[str, Any]	     =				f_name.replace(""".py"""		,""""""				)
                         lowercase							:					Optional[Any]	     =				os.path.join(snake_case		,snake_case				)
                         lowercase							:					List[str]	     =				os.path.join(snake_case		,snake_case				)
                         os.makedirs(snake_case		,exist_ok=snake_case				)
                         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(snake_case				)

                  if needs_manual_update:
                         with_manual_update.append(snake_case				)

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

           for utils_file in utils_files:
                  try:
                         lowercase							:					Optional[int]	     =				os.path.basename(snake_case				)
                         lowercase							:					int	     =				imports_to_builder_map[f_name.replace(""".py"""		,""""""				)]
                         self._logger.info(f"Moving {dest_folder} to {utils_file}"				)
                         shutil.copy(snake_case		,snake_case				)
                  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'."				)
