"""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_       :							List[str]     ,				UpperCAmelCase_       :							str    )				->     str:

	'''simple docstring'''





	if name != "training_function" and name != "main":
		raise ValueError(F"Incorrect function name passed: {name}, choose either 'main' or 'training_function'"    )
	__snake_case						,							__snake_case     :				Optional[Any] 						=					[], False
	for line in lines:
		if not found_start and F"def {name}" in line:
			__snake_case     :				Tuple 						=					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_       :							List[str]    )				->     Optional[Any]:

	'''simple docstring'''





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

def     __UpperCAmelCase							(       UpperCAmelCase_       :							str     ,				UpperCAmelCase_       :							str     ,				UpperCAmelCase_       :							bool     ,				UpperCAmelCase_       :							str = None    )				->     Tuple:

	'''simple docstring'''





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

	__snake_case     :				int 						=					'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
	__snake_case     :				Optional[Any] 						=					[]
	__snake_case     :				List[str] 						=					[]  # We keep track of the idxs just in case it's a repeated statement
	__snake_case     :				Dict 						=					iter(UpperCAmelCase_    )
	for i in range(len(UpperCAmelCase_    ) - 1    ):
		if i not in passed_idxs:
			__snake_case     :				Tuple 						=					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
					__snake_case     :				str 						=					next(UpperCAmelCase_    )

    # Extract out just the new parts from the full_file_training_func
	__snake_case     :				Optional[int] 						=					[]
	__snake_case     :				str 						=					[]  # 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
	__snake_case     :				Dict 						=					[line for line in new_feature_code if line not in new_full_example_parts]
	if secondary_filename is not None:
		__snake_case     :				Optional[int] 						=					[line for line in full_file_contents if line not in secondary_file_func]
		__snake_case     :				Any 						=					[line for line in diff_from_example if line not in diff_from_two]

	return diff_from_example






"""simple docstring"""







import math
def     __UpperCAmelCase							(       UpperCAmelCase_       :							int    )				->     str:

	'''simple docstring'''





	if number == 0:
		__snake_case     :				Any 						=					'Zero'
		return words
	else:
		__snake_case     :				Optional[Any] 						=					math.logaa(UpperCAmelCase_    )
		__snake_case     :				Optional[Any] 						=					digits + 1
		__snake_case     :				List[str] 						=					{}
		__snake_case     :				List[str] 						=					''
		__snake_case     :				Any 						=					'One'
		__snake_case     :				List[str] 						=					'Two'
		__snake_case     :				Tuple 						=					'Three'
		__snake_case     :				str 						=					'Four'
		__snake_case     :				int 						=					'Five'
		__snake_case     :				Optional[Any] 						=					'Six'
		__snake_case     :				str 						=					'Seven'
		__snake_case     :				Optional[Any] 						=					'Eight'
		__snake_case     :				Tuple 						=					'Nine'

		__snake_case     :				Tuple 						=					{}
		__snake_case     :				Optional[int] 						=					''
		__snake_case     :				str 						=					'Twenty'
		__snake_case     :				List[str] 						=					'Thirty'
		__snake_case     :				str 						=					'Forty'
		__snake_case     :				Union[str, Any] 						=					'Fifty'
		__snake_case     :				str 						=					'Sixty'
		__snake_case     :				Tuple 						=					'Seventy'
		__snake_case     :				Dict 						=					'Eighty'
		__snake_case     :				Optional[Any] 						=					'Ninety'

		__snake_case     :				List[Any] 						=					{}
		__snake_case     :				Optional[Any] 						=					'Ten'
		__snake_case     :				List[str] 						=					'Eleven'
		__snake_case     :				Any 						=					'Twelve'
		__snake_case     :				Tuple 						=					'Thirteen'
		__snake_case     :				Tuple 						=					'Fourteen'
		__snake_case     :				Optional[int] 						=					'Fifteen'
		__snake_case     :				Any 						=					'Sixteen'
		__snake_case     :				int 						=					'Seventeen'
		__snake_case     :				Dict 						=					'Eighteen'
		__snake_case     :				List[Any] 						=					'Nineteen'

		__snake_case     :				List[Any] 						=					{}
		__snake_case     :				List[Any] 						=					'Hundred,'
		__snake_case     :				Union[str, Any] 						=					'Thousand,'
		__snake_case     :				List[Any] 						=					'Lakh,'
		__snake_case     :				List[Any] 						=					'Crore,'

		__snake_case     :				List[Any] 						=					number
		__snake_case     :				List[Any] 						=					''
		__snake_case     :				List[Any] 						=					0
		__snake_case     :				Union[str, Any] 						=					int(UpperCAmelCase_    )
		while counter < digits:
			__snake_case     :				List[str] 						=					temp_num % 10
			if counter % 2 == 0:
				__snake_case     :				Tuple 						=					''
				if counter in placevalue and current != 0:
					__snake_case     :				List[str] 						=					placevalue[counter]
				if counter == 2:
					__snake_case     :				Dict 						=					singles[current] + addition + words
				elif counter == 0:
					if ((temp_num % 1_00) // 10) == 1:
						__snake_case     :				Dict 						=					teens[current] + addition + words
						__snake_case     :				Dict 						=					temp_num // 10
						counter += 1
					else:
						__snake_case     :				Optional[Any] 						=					singles[current] + addition + words

				else:
					__snake_case     :				Any 						=					doubles[current] + addition + words

			else:
				if counter == 1:
					if current == 1:
						__snake_case     :				Dict 						=					teens[number % 10] + words
					else:
						__snake_case     :				Optional[int] 						=					''
						if counter in placevalue:
							__snake_case     :				Dict 						=					placevalue[counter]
						__snake_case     :				Union[str, Any] 						=					doubles[current] + addition + words
				else:
					__snake_case     :				List[Any] 						=					''
					if counter in placevalue:
						if current == 0 and ((temp_num % 1_00) // 10) == 0:
							__snake_case     :				Optional[Any] 						=					''
						else:
							__snake_case     :				Any 						=					placevalue[counter]
					if ((temp_num % 1_00) // 10) == 1:
						__snake_case     :				int 						=					teens[current] + addition + words
						__snake_case     :				Any 						=					temp_num // 10
						counter += 1
					else:
						__snake_case     :				List[str] 						=					singles[current] + addition + words
			counter += 1
			__snake_case     :				str 						=					temp_num // 10
	return words


if __name__ == "__main__":
	import doctest

	doctest.testmod()





