

"""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__					(					__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE				)			->			Dict:
		if name != "training_function" and name != "main":
				raise ValueError(F"Incorrect function name passed: {name}, choose either 'main' or 'training_function'"				)
		__lowerCAmelCase   ,				__lowerCAmelCase: int					   =    [], False
		for line in lines:
				if not found_start and F"def {name}" in line:
						__lowerCAmelCase: Union[str, Any]					   =    True
						good_lines.append(__SCREAMING_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(__SCREAMING_SNAKE_CASE				)






def 					a__					(					__SCREAMING_SNAKE_CASE				)			->			List[str]:
		return [line for line in lines if not line.lstrip().startswith("#"				) and line != "\n"]






def 					a__					(					__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE = None				)			->			List[Any]:
		with open(__SCREAMING_SNAKE_CASE      ,				"r"				) as f:
				__lowerCAmelCase: List[str]					   =    f.readlines()
		with open(os.path.abspath(os.path.join("examples"      ,				"nlp_example.py"				)				)      ,				"r"				) as f:
				__lowerCAmelCase: str					   =    f.readlines()
		with open(__SCREAMING_SNAKE_CASE      ,				"r"				) as f:
				__lowerCAmelCase: List[str]					   =    f.readlines()
		if secondary_filename is not None:
				with open(__SCREAMING_SNAKE_CASE      ,				"r"				) as f:
						__lowerCAmelCase: int					   =    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: Dict					   =    clean_lines(get_function_contents_by_name(__SCREAMING_SNAKE_CASE      ,				"main"				)				)
				__lowerCAmelCase: Any					   =    clean_lines(get_function_contents_by_name(__SCREAMING_SNAKE_CASE      ,				"main"				)				)
				__lowerCAmelCase: List[str]					   =    clean_lines(get_function_contents_by_name(__SCREAMING_SNAKE_CASE      ,				"main"				)				)
				if secondary_filename is not None:
						__lowerCAmelCase: int					   =    clean_lines(get_function_contents_by_name(__SCREAMING_SNAKE_CASE      ,				"main"				)				)
		else:
				__lowerCAmelCase: Dict					   =    clean_lines(get_function_contents_by_name(__SCREAMING_SNAKE_CASE      ,				"training_function"				)				)
				__lowerCAmelCase: Dict					   =    clean_lines(get_function_contents_by_name(__SCREAMING_SNAKE_CASE      ,				"training_function"				)				)
				__lowerCAmelCase: Dict					   =    clean_lines(get_function_contents_by_name(__SCREAMING_SNAKE_CASE      ,				"training_function"				)				)
				if secondary_filename is not None:
						__lowerCAmelCase: Optional[int]					   =    clean_lines(
						    get_function_contents_by_name(__SCREAMING_SNAKE_CASE      ,				"training_function"				)				)

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

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

    # Finally, get the overall diff
		__lowerCAmelCase: Union[str, Any]					   =    [line for line in new_feature_code if line not in new_full_example_parts]
		if secondary_filename is not None:
				__lowerCAmelCase: Tuple					   =    [line for line in full_file_contents if line not in secondary_file_func]
				__lowerCAmelCase: Optional[Any]					   =    [line for line in diff_from_example if line not in diff_from_two]

		return diff_from_example





"""simple docstring"""


from __future__ import annotations






def 					a__					(					__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE				)			->			str:
		__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase: Any					   =    "", "", ""
		__lowerCAmelCase: Any					   =    []

		for character in message_part:
				tmp.append(character_to_number[character]				)

		for each in tmp:
				one += each[0]
				two += each[1]
				three += each[2]

		return one + two + three






def 					a__					(					__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE				)			->			tuple[str, str, str]:
		__lowerCAmelCase   ,				__lowerCAmelCase: Union[str, Any]					   =    "", ""
		__lowerCAmelCase: int					   =    []

		for character in message_part:
				this_part += character_to_number[character]

		for digit in this_part:
				tmp += digit
				if len(__SCREAMING_SNAKE_CASE				) == len(__SCREAMING_SNAKE_CASE				):
						result.append(__SCREAMING_SNAKE_CASE				)
						__lowerCAmelCase: Union[str, Any]					   =    ""

		return result[0], result[1], result[2]






def 					a__					(					__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE				)			->			tuple[str, str, dict[str, str], dict[str, str]]:
		# Validate message and alphabet, set to upper and remove spaces
		__lowerCAmelCase: int					   =    alphabet.replace(" "      ,				""				).upper()
		__lowerCAmelCase: int					   =    message.replace(" "      ,				""				).upper()

		# Check length and characters
		if len(__SCREAMING_SNAKE_CASE				) != 2_7:
				raise KeyError("Length of alphabet has to be 27."				)
		for each in message:
				if each not in alphabet:
						raise ValueError("Each message character has to be included in alphabet!"				)

    # Generate dictionares
		__lowerCAmelCase: Optional[int]					   =    (
		    "111",
		    "112",
		    "113",
		    "121",
		    "122",
		    "123",
		    "131",
		    "132",
		    "133",
		    "211",
		    "212",
		    "213",
		    "221",
		    "222",
		    "223",
		    "231",
		    "232",
		    "233",
		    "311",
		    "312",
		    "313",
		    "321",
		    "322",
		    "323",
		    "331",
		    "332",
		    "333",
		)
		__lowerCAmelCase: Tuple					   =    {}
		__lowerCAmelCase: Optional[int]					   =    {}
		for letter, number in zip(__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE				):
				__lowerCAmelCase: List[Any]					   =    number
				__lowerCAmelCase: Any					   =    letter

		return message, alphabet, character_to_number, number_to_character






def 					a__					(					__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE = "ABCDEFGHIJKLMNOPQRSTUVWXYZ."      ,				__SCREAMING_SNAKE_CASE = 5				)			->			str:
		__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase: Optional[int]					   =    __prepare(
		    __SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE				)
		__lowerCAmelCase   ,				__lowerCAmelCase: str					   =    "", ""

		for i in range(0      ,				len(__SCREAMING_SNAKE_CASE				) + 1      ,				__SCREAMING_SNAKE_CASE				):
				encrypted_numeric += __encrypt_part(
				    message[i : i + period]      ,				__SCREAMING_SNAKE_CASE				)

		for i in range(0      ,				len(__SCREAMING_SNAKE_CASE				)      ,				3				):
				encrypted += number_to_character[encrypted_numeric[i : i + 3]]

		return encrypted






def 					a__					(					__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE = "ABCDEFGHIJKLMNOPQRSTUVWXYZ."      ,				__SCREAMING_SNAKE_CASE = 5				)			->			str:
		__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase: Dict					   =    __prepare(
		    __SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE				)
		__lowerCAmelCase: List[str]					   =    []
		__lowerCAmelCase: Optional[int]					   =    ""

		for i in range(0      ,				len(__SCREAMING_SNAKE_CASE				) + 1      ,				__SCREAMING_SNAKE_CASE				):
				__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase: List[Any]					   =    __decrypt_part(message[i : i + period]      ,				__SCREAMING_SNAKE_CASE				)

				for j in range(0      ,				len(__SCREAMING_SNAKE_CASE				)				):
						decrypted_numeric.append(a[j] + b[j] + c[j]				)

		for each in decrypted_numeric:
				decrypted += number_to_character[each]

		return decrypted


if __name__ == "__main__":
			__A		     =    "DEFEND THE EAST WALL OF THE CASTLE."
			__A		     =    encrypt_message(msg, "EPSDUCVWYM.ZLKXNBTFGORIJHAQ")
			__A		     =    decrypt_message(encrypted, "EPSDUCVWYM.ZLKXNBTFGORIJHAQ")
			print(F'''Encrypted: {encrypted}\nDecrypted: {decrypted}''')


