"""simple docstring"""


import os
from argparse import ArgumentParser
from pathlib import Path
from shutil import copyfile, rmtree
from typing import Generator

import datasets.config
from datasets.builder import DatasetBuilder
from datasets.commands import BaseDatasetsCLICommand
from datasets.download.download_manager import DownloadMode
from datasets.load import dataset_module_factory, import_main_class
from datasets.utils.filelock import logger as fl_logger
from datasets.utils.info_utils import VerificationMode
from datasets.utils.logging import ERROR, get_logger


__A		     =    get_logger(__name__)






def 					a__					(					__SCREAMING_SNAKE_CASE				)			->			Optional[int]:
		return TestCommand(
		    args.dataset      ,				args.name      ,				args.cache_dir      ,				args.data_dir      ,				args.all_configs      ,				args.save_info or args.save_infos      ,				args.ignore_verifications      ,				args.force_redownload      ,				args.clear_cache      ,				)





class 					snake_case			(       lowerCAmelCase_						):
				SCREAMING_SNAKE_CASE_     :   Optional[Any]        =						False  # to tell pytest it's not a test class

				@staticmethod
				def 							lowercase_  (			UpperCamelCase__							:       Optional[int])->     List[str]:



						'''simple docstring'''


						__lowerCAmelCase: int					   =    parser.add_parser("test"  ,						help="Test dataset implementation.")
						test_parser.add_argument("--name"  ,						type=lowerCamelCase_  ,						default=lowerCamelCase_  ,						help="Dataset processing name")
						test_parser.add_argument(
						    "--cache_dir"  ,						type=lowerCamelCase_  ,						default=lowerCamelCase_  ,						help="Cache directory where the datasets are stored."  ,						)
						test_parser.add_argument(
						    "--data_dir"  ,						type=lowerCamelCase_  ,						default=lowerCamelCase_  ,						help="Can be used to specify a manual directory to get the files from."  ,						)
						test_parser.add_argument("--all_configs"  ,						action="store_true"  ,						help="Test all dataset configurations")
						test_parser.add_argument(
						    "--save_info"  ,						action="store_true"  ,						help="Save the dataset infos in the dataset card (README.md)")
						test_parser.add_argument(
						    "--ignore_verifications"  ,						action="store_true"  ,						help="Run the test without checksums and splits checks."  ,						)
						test_parser.add_argument("--force_redownload"  ,						action="store_true"  ,						help="Force dataset redownload")
						test_parser.add_argument(
						    "--clear_cache"  ,						action="store_true"  ,						help="Remove downloaded files and cached datasets after each config test"  ,						)
						# aliases
						test_parser.add_argument("--save_infos"  ,						action="store_true"  ,						help="alias to save_info")
						test_parser.add_argument("dataset"  ,						type=lowerCamelCase_  ,						help="Name of the dataset to download")
						test_parser.set_defaults(func=_test_command_factory)

				def __init__(			self							:       int  ,						UpperCamelCase__							:       Optional[Any]  ,						UpperCamelCase__							:       List[str]  ,						UpperCamelCase__							:       Union[str, Any]  ,						UpperCamelCase__							:       Dict  ,						UpperCamelCase__							:       List[str]  ,						UpperCamelCase__							:       List[str]  ,						UpperCamelCase__							:       Optional[int]  ,						UpperCamelCase__							:       Optional[int]  ,						UpperCamelCase__							:       Union[str, Any]  ,						)->     Dict:



						'''simple docstring'''


						__lowerCAmelCase: Dict					   =    dataset
						__lowerCAmelCase: int					   =    name
						__lowerCAmelCase: Any					   =    cache_dir
						__lowerCAmelCase: Tuple					   =    data_dir
						__lowerCAmelCase: Optional[int]					   =    all_configs
						__lowerCAmelCase: Optional[Any]					   =    save_infos
						__lowerCAmelCase: Optional[Any]					   =    ignore_verifications
						__lowerCAmelCase: Optional[int]					   =    force_redownload
						__lowerCAmelCase: Union[str, Any]					   =    clear_cache
						if clear_cache and not cache_dir:
								print(
								    "When --clear_cache is used, specifying a cache directory is mandatory.\n"
								    "The 'download' folder of the cache directory and the dataset builder cache will be deleted after each configuration test.\n"
								    "Please provide a --cache_dir that will be used to test the dataset script.")
								exit(1)
						if save_infos:
								__lowerCAmelCase: Union[str, Any]					   =    True




				def 							lowercase_  (			self							:       Union[str, Any])->     Any:



						'''simple docstring'''


						fl_logger().setLevel(lowerCamelCase_)
						if self._name is not None and self._all_configs:
								print("Both parameters `config` and `all_configs` can't be used at once.")
								exit(1)
						__lowerCAmelCase   ,				__lowerCAmelCase: Any					   =    self._dataset, self._name
						__lowerCAmelCase: Union[str, Any]					   =    dataset_module_factory(lowerCamelCase_)
						__lowerCAmelCase: Union[str, Any]					   =    import_main_class(module.module_path)
						__lowerCAmelCase: Optional[int]					   =    len(builder_cls.BUILDER_CONFIGS) if self._all_configs and builder_cls.BUILDER_CONFIGS else 1

						def get_builders() -> Generator[DatasetBuilder, None, None]:
								if self._all_configs and builder_cls.BUILDER_CONFIGS:
										for i, config in enumerate(builder_cls.BUILDER_CONFIGS):
												if "config_name" in module.builder_kwargs:
														yield builder_cls(
														    cache_dir=self._cache_dir  ,						data_dir=self._data_dir  ,						**module.builder_kwargs  ,						)
												else:
														yield builder_cls(
														    config_name=config.name  ,						cache_dir=self._cache_dir  ,						data_dir=self._data_dir  ,						**module.builder_kwargs  ,						)
								else:
										if "config_name" in module.builder_kwargs:
												yield builder_cls(cache_dir=self._cache_dir  ,						data_dir=self._data_dir  ,						**module.builder_kwargs)
										else:
												yield builder_cls(
												    config_name=lowerCamelCase_  ,						cache_dir=self._cache_dir  ,						data_dir=self._data_dir  ,						**module.builder_kwargs  ,						)

						for j, builder in enumerate(get_builders()):
								print(f"Testing builder \'{builder.config.name}\' ({j + 1}/{n_builders})")
								__lowerCAmelCase: Dict					   =    os.path.exists(
								    os.path.join(builder.get_imported_module_dir()  ,						datasets.config.DATASETDICT_INFOS_FILENAME))  # record checksums only if we need to update a (deprecated) dataset_infos.json
								builder.download_and_prepare(
								    download_mode=DownloadMode.REUSE_CACHE_IF_EXISTS
								    if not self._force_redownload
								    else DownloadMode.FORCE_REDOWNLOAD  ,						verification_mode=VerificationMode.NO_CHECKS
								    if self._ignore_verifications
								    else VerificationMode.ALL_CHECKS  ,						try_from_hf_gcs=lowerCamelCase_  ,						)
								builder.as_dataset()
								if self._save_infos:
										builder._save_infos()

								# If save_infos=True, the dataset card (README.md) is created next to the loaded module file.
								# The dataset_infos are saved in the YAML part of the README.md

								# Let's move it to the original directory of the dataset script, to allow the user to
								# upload them on S3 at the same time afterwards.
								if self._save_infos:
										__lowerCAmelCase: Any					   =    os.path.join(builder_cls.get_imported_module_dir()  ,						"README.md")
										__lowerCAmelCase: Tuple					   =    Path(lowerCamelCase_).name + ".py"
										__lowerCAmelCase: List[Any]					   =    os.path.join(lowerCamelCase_  ,						lowerCamelCase_)
										if os.path.isfile(lowerCamelCase_):
												__lowerCAmelCase: List[Any]					   =    os.path.dirname(lowerCamelCase_)
										elif os.path.isfile(lowerCamelCase_):
												__lowerCAmelCase: Optional[Any]					   =    path
										elif os.path.isdir(lowerCamelCase_):  # for local directories containing only data files
												__lowerCAmelCase: Optional[int]					   =    path
										else:  # in case of a remote dataset
												__lowerCAmelCase: Optional[Any]					   =    None
												print(f"Dataset card saved at {dataset_readme_path}")

										# Move dataset_info back to the user
										if dataset_dir is not None:
												__lowerCAmelCase: List[Any]					   =    os.path.join(lowerCamelCase_  ,						"README.md")
												copyfile(lowerCamelCase_  ,						lowerCamelCase_)
												print(f"Dataset card saved at {user_dataset_readme_path}")

            # If clear_cache=True, the download folder and the dataset builder cache directory are deleted
								if self._clear_cache:
										if os.path.isdir(builder._cache_dir):
												logger.warning(f"Clearing cache at {builder._cache_dir}")
												rmtree(builder._cache_dir)
										__lowerCAmelCase: Any					   =    os.path.join(self._cache_dir  ,						datasets.config.DOWNLOADED_DATASETS_DIR)
										if os.path.isdir(lowerCamelCase_):
												logger.warning(f"Clearing cache at {download_dir}")
												rmtree(lowerCamelCase_)

						print("Test successful.")





"""simple docstring"""


import random
import sys

__A		     =    "ABCDEFGHIJKLMNOPQRSTUVWXYZ"






def 					a__					(					)			->			None:
		__lowerCAmelCase: int					   =    input("Enter message: "				)
		__lowerCAmelCase: Any					   =    "LFWOAYUISVKMNXPBDCRJTQEGHZ"
		__lowerCAmelCase: int					   =    input("Encrypt/Decrypt [e/d]: "				)

		check_valid_key(__SCREAMING_SNAKE_CASE				)

		if resp.lower().startswith("e"				):
				__lowerCAmelCase: Tuple					   =    "encrypt"
				__lowerCAmelCase: int					   =    encrypt_message(__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE				)
		elif resp.lower().startswith("d"				):
				__lowerCAmelCase: str					   =    "decrypt"
				__lowerCAmelCase: List[str]					   =    decrypt_message(__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE				)

		print(F"\n{mode.title()}ion: \n{translated}"				)






def 					a__					(					__SCREAMING_SNAKE_CASE				)			->			None:
		__lowerCAmelCase: List[Any]					   =    list(__SCREAMING_SNAKE_CASE				)
		__lowerCAmelCase: Optional[int]					   =    list(__SCREAMING_SNAKE_CASE				)
		key_list.sort()
		letters_list.sort()

		if key_list != letters_list:
				sys.exit("Error in the key or symbol set."				)






def 					a__					(					__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE				)			->			str:
		return translate_message(__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE      ,				"encrypt"				)






def 					a__					(					__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE				)			->			str:
		return translate_message(__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE      ,				"decrypt"				)






def 					a__					(					__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE      ,				__SCREAMING_SNAKE_CASE				)			->			str:
		__lowerCAmelCase: Union[str, Any]					   =    ""
		__lowerCAmelCase: List[str]					   =    LETTERS
		__lowerCAmelCase: Optional[int]					   =    key

		if mode == "decrypt":
				__lowerCAmelCase   ,				__lowerCAmelCase: Optional[int]					   =    chars_b, chars_a

		for symbol in message:
				if symbol.upper() in chars_a:
						__lowerCAmelCase: Union[str, Any]					   =    chars_a.find(symbol.upper()				)
						if symbol.isupper():
								translated += chars_b[sym_index].upper()
						else:
								translated += chars_b[sym_index].lower()
				else:
						translated += symbol

		return translated






def 					a__					(					)			->			str:
		__lowerCAmelCase: int					   =    list(__SCREAMING_SNAKE_CASE				)
		random.shuffle(__SCREAMING_SNAKE_CASE				)
		return "".join(__SCREAMING_SNAKE_CASE				)


if __name__ == "__main__":
			main()


