'''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 SCREAMING_SNAKE_CASE__  (				snake_case       :				List[str]				,	snake_case       :				str  )   ->				List[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					:							Optional[Any]							= [], False
     for line in lines:
          if not found_start and F"""def {name}""" in line:
               a					:							Tuple							= True
               good_lines.append(snake_case  )
               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(snake_case  )






def SCREAMING_SNAKE_CASE__  (				snake_case       :				List[str]  )   ->				Optional[Any]:







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






def SCREAMING_SNAKE_CASE__  (				snake_case       :				str				,	snake_case       :				str				,	snake_case       :				bool				,	snake_case       :				str = None  )   ->				Optional[Any]:







     """simple docstring"""
     with open(snake_case				,	'r'  ) as f:
          a					:							Dict							= f.readlines()
     with open(os.path.abspath(os.path.join('examples'				,	'nlp_example.py'  )  )				,	'r'  ) as f:
          a					:							str							= f.readlines()
     with open(snake_case				,	'r'  ) as f:
          a					:							Optional[int]							= f.readlines()
     if secondary_filename is not None:
          with open(snake_case				,	'r'  ) as f:
               a					:							Any							= 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					:							List[str]							= clean_lines(get_function_contents_by_name(snake_case				,	'main'  )  )
          a					:							List[str]							= clean_lines(get_function_contents_by_name(snake_case				,	'main'  )  )
          a					:							Union[str, Any]							= clean_lines(get_function_contents_by_name(snake_case				,	'main'  )  )
          if secondary_filename is not None:
               a					:							List[str]							= clean_lines(get_function_contents_by_name(snake_case				,	'main'  )  )
     else:
          a					:							List[Any]							= clean_lines(get_function_contents_by_name(snake_case				,	'training_function'  )  )
          a					:							int							= clean_lines(get_function_contents_by_name(snake_case				,	'training_function'  )  )
          a					:							int							= clean_lines(get_function_contents_by_name(snake_case				,	'training_function'  )  )
          if secondary_filename is not None:
               a					:							Union[str, Any]							= clean_lines(
                   get_function_contents_by_name(snake_case				,	'training_function'  )  )

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

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

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

     return diff_from_example


'''simple docstring'''





from itertools import count
from math import asin, pi, sqrt






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float  )   ->				float:







     """simple docstring"""
     return (
         (1 - 2 * point) * sqrt(point - point**2  ) + 2 * point + asin(sqrt(1 - point  )  )
     ) / 4






def SCREAMING_SNAKE_CASE__  (				snake_case       :				int  )   ->				float:







     """simple docstring"""
     a					:							List[str]							= (circles_number + 1 - sqrt(2 * circles_number  )) / (
         2 * (circles_number**2 + 1)
     )
     a					:							int							= circles_number * intersection_y

     a					:							List[Any]							= intersection_x * intersection_y / 2
     a					:							List[str]							= circle_bottom_arc_integral(
         1 / 2  ) - circle_bottom_arc_integral(snake_case  )

     return triangle_area + concave_region_area






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float = 1 / 1_000  )   ->				int:







     """simple docstring"""
     a					:							str							= (1 - pi / 4) / 4

     for n in count(1  ):
          if concave_triangle_area(snake_case  ) / l_section_area < fraction:
               return n

     return -1


if __name__ == "__main__":
      print(f'''{solution() = }''')

