'''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


__UpperCAmelCase  							=get_logger(__name__)






def __lowerCAmelCase				(							UpperCamelCase__       )			->					Union[str, Any]:
    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 					a__   (     UpperCAmelCase__				):
     lowerCamelCase						:  Dict							=False  # to tell pytest it's not a test class






     @staticmethod
     def      SCREAMING_SNAKE_CASE__     (				a	:	ArgumentParser					):





         """simple docstring"""



         __lowerCamelCase						=						parser.add_parser('''test'''						,       help='''Test dataset implementation.'''					)
         test_parser.add_argument('''--name'''						,       type=a						,       default=a						,       help='''Dataset processing name'''					)
         test_parser.add_argument(
             '''--cache_dir'''						,       type=a						,       default=a						,       help='''Cache directory where the datasets are stored.'''						,       )
         test_parser.add_argument(
             '''--data_dir'''						,       type=a						,       default=a						,       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=a						,       help='''Name of the dataset to download'''					)
         test_parser.set_defaults(func=_test_command_factory					)






     def __init__(				self	:	List[str]						,       a	:	str						,       a	:	str						,       a	:	str						,       a	:	str						,       a	:	bool						,       a	:	bool						,       a	:	bool						,       a	:	bool						,       a	:	bool						,       ):





         """simple docstring"""



         __lowerCamelCase						=						dataset
         __lowerCamelCase						=						name
         __lowerCamelCase						=						cache_dir
         __lowerCamelCase						=						data_dir
         __lowerCamelCase						=						all_configs
         __lowerCamelCase						=						save_infos
         __lowerCamelCase						=						ignore_verifications
         __lowerCamelCase						=						force_redownload
         __lowerCamelCase						=						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						=						True






     def      SCREAMING_SNAKE_CASE__     (				self	:	List[str]					):





         """simple docstring"""



         fl_logger().setLevel(a					)
         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						=						self._dataset, self._name
         __lowerCamelCase						=						dataset_module_factory(a					)
         __lowerCamelCase						=						import_main_class(module.module_path					)
         __lowerCamelCase						=						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=a						,       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						=						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=a						,       )
             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						=						os.path.join(builder_cls.get_imported_module_dir()						,       '''README.md'''					)
                 __lowerCamelCase						=						Path(a					).name + '''.py'''
                 __lowerCamelCase						=						os.path.join(a						,       a					)
                 if os.path.isfile(a					):
                     __lowerCamelCase						=						os.path.dirname(a					)
                 elif os.path.isfile(a					):
                     __lowerCamelCase						=						path
                 elif os.path.isdir(a					):  # for local directories containing only data files
                     __lowerCamelCase						=						path
                 else:  # in case of a remote dataset
                     __lowerCamelCase						=						None
                     print(f"""Dataset card saved at {dataset_readme_path}"""					)

                 # Move dataset_info back to the user
                 if dataset_dir is not None:
                     __lowerCamelCase						=						os.path.join(a						,       '''README.md'''					)
                     copyfile(a						,       a					)
                     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						=						os.path.join(self._cache_dir						,       datasets.config.DOWNLOADED_DATASETS_DIR					)
                 if os.path.isdir(a					):
                     logger.warning(f"""Clearing cache at {download_dir}"""					)
                     rmtree(a					)

         print('''Test successful.'''					)

'''simple docstring'''




from __future__ import annotations






def __lowerCAmelCase				(							UpperCamelCase__       ,						UpperCamelCase__       ,						UpperCamelCase__       )			->					tuple[float, float]:
    assert (
        c % greatest_common_divisor(UpperCamelCase__       ,						UpperCamelCase__       ) == 0
    )  # greatest_common_divisor(a,b) function implemented below
    ((__lowerCamelCase)			,						(__lowerCamelCase)			,						(__lowerCamelCase))						=						extended_gcd(UpperCamelCase__       ,						UpperCamelCase__       )  # extended_gcd(a,b) function implemented below
    __lowerCamelCase						=						c / d
    return (r * x, r * y)






def __lowerCAmelCase				(							UpperCamelCase__       ,						UpperCamelCase__       ,						UpperCamelCase__       ,						UpperCamelCase__ = 2       )			->					None:
    ((__lowerCamelCase)			,						(__lowerCamelCase))						=						diophantine(UpperCamelCase__       ,						UpperCamelCase__       ,						UpperCamelCase__       )  # Initial value
    __lowerCamelCase						=						greatest_common_divisor(UpperCamelCase__       ,						UpperCamelCase__       )
    __lowerCamelCase						=						a // d
    __lowerCamelCase						=						b // d

    for i in range(UpperCamelCase__       ):
        __lowerCamelCase						=						xa + i * q
        __lowerCamelCase						=						ya - i * p
        print(UpperCamelCase__       ,						UpperCamelCase__       )






def __lowerCAmelCase				(							UpperCamelCase__       ,						UpperCamelCase__       )			->					int:
    if a < b:
        __lowerCamelCase			,						__lowerCamelCase						=						b, a

    while a % b != 0:
        __lowerCamelCase			,						__lowerCamelCase						=						b, a % b

    return b






def __lowerCAmelCase				(							UpperCamelCase__       ,						UpperCamelCase__       )			->					tuple[int, int, int]:
    assert a >= 0 and b >= 0

    if b == 0:
        __lowerCamelCase			,						__lowerCamelCase			,						__lowerCamelCase						=						a, 1, 0
    else:
        ((__lowerCamelCase)			,						(__lowerCamelCase)			,						(__lowerCamelCase))						=						extended_gcd(UpperCamelCase__       ,						a % b       )
        __lowerCamelCase						=						q
        __lowerCamelCase						=						p - q * (a // b)

    assert a % d == 0 and b % d == 0
    assert d == a * x + b * y

    return (d, x, y)


if __name__ == "__main__":
  from doctest import testmod

  testmod(name="diophantine", verbose=True)
  testmod(name="diophantine_all_soln", verbose=True)
  testmod(name="extended_gcd", verbose=True)
  testmod(name="greatest_common_divisor", verbose=True)
