
"""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    UpperCamelCase						(					UpperCAmelCase ,   UpperCAmelCase     )						->Union[str, Any]:

   """simple docstring"""



   if name != "training_function" and name != "main":
      raise ValueError(F'''Incorrect function name passed: {name}, choose either \'main\' or \'training_function\''''     )
   a_   ,			a_						   =     [], False
   for line in lines:
      if not found_start and F'''def {name}''' in line:
         a_						   =     True
         good_lines.append(UpperCAmelCase     )
         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(UpperCAmelCase     )
def    UpperCamelCase						(					UpperCAmelCase     )						->str:

   """simple docstring"""



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



def    UpperCamelCase						(					UpperCAmelCase ,   UpperCAmelCase ,   UpperCAmelCase ,   UpperCAmelCase = None     )						->Optional[Any]:

   """simple docstring"""



   with open(UpperCAmelCase ,   "r"     ) as f:
      a_						   =     f.readlines()
   with open(os.path.abspath(os.path.join("examples" ,   "nlp_example.py"     )     ) ,   "r"     ) as f:
      a_						   =     f.readlines()
   with open(UpperCAmelCase ,   "r"     ) as f:
      a_						   =     f.readlines()
   if secondary_filename is not None:
      with open(UpperCAmelCase ,   "r"     ) as f:
         a_						   =     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:
      a_						   =     clean_lines(get_function_contents_by_name(UpperCAmelCase ,   "main"     )     )
      a_						   =     clean_lines(get_function_contents_by_name(UpperCAmelCase ,   "main"     )     )
      a_						   =     clean_lines(get_function_contents_by_name(UpperCAmelCase ,   "main"     )     )
      if secondary_filename is not None:
         a_						   =     clean_lines(get_function_contents_by_name(UpperCAmelCase ,   "main"     )     )
   else:
      a_						   =     clean_lines(get_function_contents_by_name(UpperCAmelCase ,   "training_function"     )     )
      a_						   =     clean_lines(get_function_contents_by_name(UpperCAmelCase ,   "training_function"     )     )
      a_						   =     clean_lines(get_function_contents_by_name(UpperCAmelCase ,   "training_function"     )     )
      if secondary_filename is not None:
         a_						   =     clean_lines(
             get_function_contents_by_name(UpperCAmelCase ,   "training_function"     )     )

   a_						   =     "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
   a_						   =     []
   a_						   =     []  # We keep track of the idxs just in case it's a repeated statement
   a_						   =     iter(UpperCAmelCase     )
   for i in range(len(UpperCAmelCase     ) - 1     ):
      if i not in passed_idxs:
         a_						   =     next(UpperCAmelCase     )
         if (line not in full_file_func) and (line.lstrip() != _dl_line):
            if "TESTING_MOCKED_DATALOADERS" not in line:
               new_feature_code.append(UpperCAmelCase     )
               passed_idxs.append(UpperCAmelCase     )
            else:
               # Skip over the `config['num_epochs'] = 2` statement
               a_						   =     next(UpperCAmelCase     )

    # Extract out just the new parts from the full_file_training_func
   a_						   =     []
   a_						   =     []  # We keep track of the idxs just in case it's a repeated statement
   for i, line in enumerate(UpperCAmelCase     ):
      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(UpperCAmelCase     )
               passed_idxs.append(UpperCAmelCase     )

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

   return diff_from_example

"""simple docstring"""






from collections import namedtuple

UpperCamelCase_						   =   namedtuple('from_to', 'from_ to')

UpperCamelCase_						   =   {
    'atm': from_to(1, 1),
    'pascal': from_to(0.0_00_00_98, 101325),
    'bar': from_to(0.98_69_23, 1.0_13_25),
    'kilopascal': from_to(0.00_98_69_23, 1_01.3_25),
    'megapascal': from_to(9.8_69_23, 0.10_13_25),
    'psi': from_to(0.06_80_46, 14.69_59),
    'inHg': from_to(0.0_33_42_11, 29.92_13),
    'torr': from_to(0.00_13_15_79, 760),
}
def    UpperCamelCase						(					UpperCAmelCase ,   UpperCAmelCase ,   UpperCAmelCase     )						->float:

   """simple docstring"""



   if from_type not in PRESSURE_CONVERSION:
      raise ValueError(
          F'''Invalid \'from_type\' value: {from_type!r}  Supported values are:\n'''
          + ", ".join(UpperCAmelCase     )     )
   if to_type not in PRESSURE_CONVERSION:
      raise ValueError(
          F'''Invalid \'to_type\' value: {to_type!r}.  Supported values are:\n'''
          + ", ".join(UpperCAmelCase     )     )
   return (
       value * PRESSURE_CONVERSION[from_type].from_ * PRESSURE_CONVERSION[to_type].to
   )


if __name__ == "__main__":
      import doctest

      doctest.testmod()