





'''simple docstring'''

# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import os
from typing import List







def       a__       (       lowercase      :  List[str],      lowercase      :  str   )	->	Optional[int]:





     """simple docstring"""

     if name != "training_function" and name != "main":
          raise ValueError(F"""Incorrect function name passed: {name}, choose either 'main' or 'training_function'"""   )
     _UpperCamelCase					,       _UpperCamelCase       					= [], False
     for line in lines:
          if not found_start and F"""def {name}""" in line:
               _UpperCamelCase       					= True
               good_lines.append(lowercase   )
               continue
          if found_start:
               if name == "training_function" and "def main" in line:
                    return good_lines
               if name == "main" and "if __name__" in line:
                    return good_lines
               good_lines.append(lowercase   )







def       a__       (       lowercase      :  List[str]   )	->	int:





     """simple docstring"""

     return [line for line in lines if not line.lstrip().startswith('''#'''   ) and line != "\n"]







def       a__       (       lowercase      :  str,      lowercase      :  str,      lowercase      :  bool,      lowercase      :  str = None   )	->	Tuple:





     """simple docstring"""

     with open(lowercase,      '''r'''   ) as f:
          _UpperCamelCase       					= f.readlines()
     with open(os.path.abspath(os.path.join('''examples''',      '''nlp_example.py'''   )   ),      '''r'''   ) as f:
          _UpperCamelCase       					= f.readlines()
     with open(lowercase,      '''r'''   ) as f:
          _UpperCamelCase       					= f.readlines()
     if secondary_filename is not None:
          with open(lowercase,      '''r'''   ) as f:
               _UpperCamelCase       					= f.readlines()

    # This is our base, we remove all the code from here in our `full_filename` and `feature_filename` to find the new content
     if parser_only:
          _UpperCamelCase       					= clean_lines(get_function_contents_by_name(lowercase,      '''main'''   )   )
          _UpperCamelCase       					= clean_lines(get_function_contents_by_name(lowercase,      '''main'''   )   )
          _UpperCamelCase       					= clean_lines(get_function_contents_by_name(lowercase,      '''main'''   )   )
          if secondary_filename is not None:
               _UpperCamelCase       					= clean_lines(get_function_contents_by_name(lowercase,      '''main'''   )   )
     else:
          _UpperCamelCase       					= clean_lines(get_function_contents_by_name(lowercase,      '''training_function'''   )   )
          _UpperCamelCase       					= clean_lines(get_function_contents_by_name(lowercase,      '''training_function'''   )   )
          _UpperCamelCase       					= clean_lines(get_function_contents_by_name(lowercase,      '''training_function'''   )   )
          if secondary_filename is not None:
               _UpperCamelCase       					= clean_lines(
                   get_function_contents_by_name(lowercase,      '''training_function'''   )   )

     _UpperCamelCase       					= '''train_dataloader, eval_dataloader = get_dataloaders(accelerator, batch_size)\n'''

     # Specific code in our script that differs from the full version, aka what is new
     _UpperCamelCase       					= []
     _UpperCamelCase       					= []  # We keep track of the idxs just in case it's a repeated statement
     _UpperCamelCase       					= iter(lowercase   )
     for i in range(len(lowercase   ) - 1   ):
          if i not in passed_idxs:
               _UpperCamelCase       					= next(lowercase   )
               if (line not in full_file_func) and (line.lstrip() != _dl_line):
                    if "TESTING_MOCKED_DATALOADERS" not in line:
                         new_feature_code.append(lowercase   )
                         passed_idxs.append(lowercase   )
                    else:
                         # Skip over the `config['num_epochs'] = 2` statement
                         _UpperCamelCase       					= next(lowercase   )

    # Extract out just the new parts from the full_file_training_func
     _UpperCamelCase       					= []
     _UpperCamelCase       					= []  # We keep track of the idxs just in case it's a repeated statement
     for i, line in enumerate(lowercase   ):
          if i not in passed_idxs:
               if (line not in full_file_func) and (line.lstrip() != _dl_line):
                    if "TESTING_MOCKED_DATALOADERS" not in line:
                         new_full_example_parts.append(lowercase   )
                         passed_idxs.append(lowercase   )

    # Finally, get the overall diff
     _UpperCamelCase       					= [line for line in new_feature_code if line not in new_full_example_parts]
     if secondary_filename is not None:
          _UpperCamelCase       					= [line for line in full_file_contents if line not in secondary_file_func]
          _UpperCamelCase       					= [line for line in diff_from_example if line not in diff_from_two]

     return diff_from_example










'''simple docstring'''

def       a__       (       lowercase      :  int   )	->	str:





     """simple docstring"""

     if not isinstance(lowercase,      lowercase   ):
          _UpperCamelCase       					= (
              '''operation can not be conducted on a object of type '''
              F"""{type(lowercase   ).__name__}"""
          )
          raise TypeError(lowercase   )
     _UpperCamelCase       					= ''''''
     for _ in range(0,      32   ):
          bit_string += str(number % 2   )
          _UpperCamelCase       					= number >> 1
     return bit_string







def       a__       (       lowercase      :  int   )	->	str:





     """simple docstring"""

     if number < 0:
          raise ValueError('''the value of input must be positive'''   )
     elif isinstance(lowercase,      lowercase   ):
          raise TypeError('''Input value must be a \'int\' type'''   )
     elif isinstance(lowercase,      lowercase   ):
          raise TypeError('''\'<\' not supported between instances of \'str\' and \'int\''''   )
     _UpperCamelCase       					= 0
     # iterator over [1 to 32],since we are dealing with 32 bit integer
     for _ in range(1,      33   ):
          # left shift the bits by unity
          _UpperCamelCase       					= result << 1
          # get the end bit
          _UpperCamelCase       					= number % 2
          # right shift the bits by unity
          _UpperCamelCase       					= number >> 1
          # add that bit to our ans
          _UpperCamelCase       					= result | end_bit
     return get_reverse_bit_string(lowercase   )


if __name__ == "__main__":
   import doctest

   doctest.testmod()



