


'''simple docstring'''
import os
from tempfile import TemporaryDirectory
from unittest import TestCase

import pytest
from absl.testing import parameterized

from datasets import config
from datasets.arrow_reader import HF_GCP_BASE_URL
from datasets.builder import DatasetBuilder
from datasets.dataset_dict import IterableDatasetDict
from datasets.iterable_dataset import IterableDataset
from datasets.load import dataset_module_factory, import_main_class
from datasets.utils.file_utils import cached_path


__snake_case											=					[
    {'dataset': 'wikipedia', 'config_name': '20220301.de'},
    {'dataset': 'wikipedia', 'config_name': '20220301.en'},
    {'dataset': 'wikipedia', 'config_name': '20220301.fr'},
    {'dataset': 'wikipedia', 'config_name': '20220301.frr'},
    {'dataset': 'wikipedia', 'config_name': '20220301.it'},
    {'dataset': 'wikipedia', 'config_name': '20220301.simple'},
    {'dataset': 'snli', 'config_name': 'plain_text'},
    {'dataset': 'eli5', 'config_name': 'LFQA_reddit'},
    {'dataset': 'wiki40b', 'config_name': 'en'},
    {'dataset': 'wiki_dpr', 'config_name': 'psgs_w100.nq.compressed'},
    {'dataset': 'wiki_dpr', 'config_name': 'psgs_w100.nq.no_index'},
    {'dataset': 'wiki_dpr', 'config_name': 'psgs_w100.multiset.no_index'},
    {'dataset': 'natural_questions', 'config_name': 'default'},
]


def       a				(      __a=True       ):



					'''simple docstring'''






					if with_config:
										return [
										    {
										        "testcase_name": d["dataset"] + "/" + d["config_name"],
										        "dataset": d["dataset"],
										        "config_name": d["config_name"],
										    }
										    for d in DATASETS_ON_HF_GCP
										]
					else:
										return [
										    {"testcase_name": dataset, "dataset": dataset} for dataset in {d["dataset"] for d in DATASETS_ON_HF_GCP}
										]
@parameterized.named_parameters(list_datasets_on_hf_gcp_parameters(with_config=A__ ) )
class        lowercase     (							A__ ):

		"""simple docstring"""

		_a   			=    None
		_a   			=    None




		def    lowerCAmelCase__    (		self   ,       UpperCamelCase_   ,       UpperCamelCase_							):

							'''simple docstring'''


							with TemporaryDirectory() as tmp_dir:
												UpperCamelCase__       :List[str]							 =			dataset_module_factory(_snake_case   ,       cache_dir=_snake_case							)

												UpperCamelCase__       :Any							 =			import_main_class(dataset_module.module_path   ,       dataset=_snake_case							)

												UpperCamelCase__       :List[Any]							 =			builder_cls(
												    cache_dir=_snake_case   ,       config_name=_snake_case   ,       hash=dataset_module.hash   ,       )

												UpperCamelCase__       :Dict							 =			'''/'''.join(
												    [
												        HF_GCP_BASE_URL,
												        builder_instance._relative_data_dir(with_hash=_snake_case							).replace(os.sep   ,       '''/'''							),
												        config.DATASET_INFO_FILENAME,
												    ]							)
												UpperCamelCase__       :List[str]							 =			cached_path(_snake_case   ,       cache_dir=_snake_case							)
												self.assertTrue(os.path.exists(_snake_case							)							)



@pytest.mark.integration
def       a				(      __a       ):



					'''simple docstring'''






					UpperCamelCase__       :List[Any]							 =			tmp_path_factory.mktemp('''test_hf_gcp'''       ) / '''test_wikipedia_simple'''
					UpperCamelCase__       :str							 =			dataset_module_factory('''wikipedia'''			, cache_dir=a__       )
					UpperCamelCase__       :List[str]							 =			import_main_class(dataset_module.module_path       )
					UpperCamelCase__       :List[str]							 =			builder_cls(
					    cache_dir=a__			, config_name='''20220301.frr'''			, hash=dataset_module.hash			, )
					# use the HF cloud storage, not the original download_and_prepare that uses apache-beam
					UpperCamelCase__       :Union[str, Any]							 =			None
					builder_instance.download_and_prepare()
					UpperCamelCase__       :List[Any]							 =			builder_instance.as_dataset()
					assert ds







@pytest.mark.integration
def       a				(      __a       ):



					'''simple docstring'''






					UpperCamelCase__       :Tuple							 =			dataset_module_factory('''wikipedia'''			, cache_dir=a__       )
					UpperCamelCase__       :Dict							 =			import_main_class(dataset_module.module_path			, dataset=a__       )
					UpperCamelCase__       :Tuple							 =			builder_cls(
					    cache_dir=a__			, config_name='''20220301.frr'''			, hash=dataset_module.hash			, )
					UpperCamelCase__       :Dict							 =			builder_instance.as_streaming_dataset()
					assert ds
					assert isinstance(a__			, a__       )
					assert "train" in ds
					assert isinstance(ds['''train''']			, a__       )
					assert next(iter(ds['''train''']       )       )



'''simple docstring'''
# Copyright 2021 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 argparse

from .config import config_command_parser
from .config_args import default_config_file, load_config_from_file  # noqa: F401
from .default import default_command_parser
from .update import update_command_parser


def       a				(      __a=None       )  ->     List[str]:



					'''simple docstring'''






					UpperCamelCase__       :Optional[Any]							 =			argparse.ArgumentParser(add_help=__a			, allow_abbrev=__a       )
					# The main config parser
					UpperCamelCase__       :str							 =			config_command_parser(__a       )
					# The subparser to add commands to
					UpperCamelCase__       :Union[str, Any]							 =			config_parser.add_subparsers(title='''subcommands'''			, dest='''subcommand'''       )

					# Then add other parsers with the parent parser
					default_command_parser(__a			, parents=[parent_parser]       )
					update_command_parser(__a			, parents=[parent_parser]       )

					return config_parser


def       a				(      )  ->     Any:



					'''simple docstring'''






					UpperCamelCase__       :int							 =			get_config_parser()
					UpperCamelCase__       :List[Any]							 =			config_parser.parse_args()

					if not hasattr(__a			, '''func'''       ):
										config_parser.print_help()
										exit(1       )

					# Run
					args.func(__a       )


if __name__ == "__main__":
		main()