'''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__      (      a__      ,   a__   ):


						'''simple docstring'''






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



def 				UpperCamelCase__      (      a__   ):


						'''simple docstring'''






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



def 				UpperCamelCase__      (      a__      ,   a__      ,   a__      ,   a__ = None   ):


						'''simple docstring'''






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

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

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

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

						return diff_from_example






'''simple docstring'''

def 				UpperCamelCase__      (      a__ = 1_0_0_0   ):


						'''simple docstring'''






						_lowerCAmelCase					    =[]
						_lowerCAmelCase					    =[]
						_lowerCAmelCase					    =3
						_lowerCAmelCase					    =5
						_lowerCAmelCase					    =1
						while True:
												_lowerCAmelCase					    =z * temp
												if result < n:
																		zmulti.append(a__   )
																		temp += 1
												else:
																		_lowerCAmelCase					    =1
																		break
						while True:
												_lowerCAmelCase					    =x * temp
												if result < n:
																		xmulti.append(a__   )
																		temp += 1
												else:
																		break
						_lowerCAmelCase					    =list(set(xmulti + zmulti   )   )
						return sum(a__   )


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





