


import os

import pytest

from datasets import (
    get_dataset_config_info,
    get_dataset_config_names,
    get_dataset_infos,
    get_dataset_split_names,
    inspect_dataset,
    inspect_metric,
)


lowercase_						=       pytest.mark.integration



@pytest.mark.parametrize("path"  ,					["paws", "csv"]					)
def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
			inspect_dataset(lowercase_  ,					lowercase_					)
			lowercase__   					=			path + ".py"
			assert script_name in os.listdir(lowercase_					)
			assert "__pycache__" not in os.listdir(lowercase_					)



@pytest.mark.filterwarnings("ignore:inspect_metric is deprecated:FutureWarning"					)
@pytest.mark.filterwarnings("ignore:metric_module_factory is deprecated:FutureWarning"					)
@pytest.mark.parametrize("path"  ,					["accuracy"]					)
def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
			inspect_metric(lowercase_  ,					lowercase_					)
			lowercase__   					=			path + ".py"
			assert script_name in os.listdir(lowercase_					)
			assert "__pycache__" not in os.listdir(lowercase_					)



@pytest.mark.parametrize(
    "path, config_name, expected_splits"  ,					[
        ("squad", "plain_text", ["train", "validation"]),
        ("dalle-mini/wit", "dalle-mini--wit", ["train"]),
        ("paws", "labeled_final", ["train", "test", "validation"]),
    ]  ,					)
def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
			lowercase__   					=			get_dataset_config_info(lowercase_  ,					config_name=lowercase_					)
			assert info.config_name == config_name
			assert list(info.splits.keys()					) == expected_splits



@pytest.mark.parametrize(
    "path, config_name, expected_exception"  ,					[
        ("paws", None, ValueError),
    ]  ,					)
def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
			with pytest.raises(lowercase_					):
						get_dataset_config_info(lowercase_  ,					config_name=lowercase_					)



@pytest.mark.parametrize(
    "path, expected"  ,					[
        ("squad", "plain_text"),
        ("acronym_identification", "default"),
        ("lhoestq/squad", "plain_text"),
        ("lhoestq/test", "default"),
        ("lhoestq/demo1", "lhoestq--demo1"),
        ("dalle-mini/wit", "dalle-mini--wit"),
    ]  ,					)
def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
			lowercase__   					=			get_dataset_config_names(lowercase_					)
			assert expected in config_names



@pytest.mark.parametrize(
    "path, expected_configs, expected_splits_in_first_config"  ,					[
        ("squad", ["plain_text"], ["train", "validation"]),
        ("dalle-mini/wit", ["dalle-mini--wit"], ["train"]),
        ("paws", ["labeled_final", "labeled_swap", "unlabeled_final"], ["train", "test", "validation"]),
    ]  ,					)
def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
			lowercase__   					=			get_dataset_infos(lowercase_					)
			assert list(infos.keys()					) == expected_configs
			lowercase__   					=			expected_configs[0]
			assert expected_config in infos
			lowercase__   					=			infos[expected_config]
			assert info.config_name == expected_config
			assert list(info.splits.keys()					) == expected_splits_in_first_config



@pytest.mark.parametrize(
    "path, expected_config, expected_splits"  ,					[
        ("squad", "plain_text", ["train", "validation"]),
        ("dalle-mini/wit", "dalle-mini--wit", ["train"]),
        ("paws", "labeled_final", ["train", "test", "validation"]),
    ]  ,					)
def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
			lowercase__   					=			get_dataset_infos(lowercase_					)
			assert expected_config in infos
			lowercase__   					=			infos[expected_config]
			assert info.config_name == expected_config
			assert list(info.splits.keys()					) == expected_splits




@pytest.mark.parametrize(
    "path, config_name, expected_exception"  ,					[
        ("paws", None, ValueError),
    ]  ,					)
def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
			with pytest.raises(lowercase_					):
						get_dataset_split_names(lowercase_  ,					config_name=lowercase_					)









import os
from collections.abc import Iterator



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_ = "."					):
			for dir_path, dir_names, filenames in os.walk(SCREAMING_SNAKE_CASE_					):
						lowercase__   					=			[d for d in dir_names if d != "scripts" and d[0] not in "._"]
						for filename in filenames:
									if filename == "__init__.py":
												continue
									if os.path.splitext(SCREAMING_SNAKE_CASE_					)[1] in (".py", ".ipynb"):
												yield os.path.join(SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					).lstrip("./"					)



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_					):
			return f'''{i * "  "}*''' if i else "\n##"



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
			lowercase__   					=			old_path.split(os.sep					)
			for i, new_part in enumerate(new_path.split(os.sep					)					):
						if (i + 1 > len(SCREAMING_SNAKE_CASE_					) or old_parts[i] != new_part) and new_part:
									print(f'''{md_prefix(SCREAMING_SNAKE_CASE_					)} {new_part.replace("_"  ,					" "					).title()}'''					)
			return new_path



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_ = "."					):
			lowercase__   					=			""
			for filepath in sorted(good_file_paths(SCREAMING_SNAKE_CASE_					)					):
						lowercase__					,    lowercase__   					=			os.path.split(SCREAMING_SNAKE_CASE_					)
						if filepath != old_path:
									lowercase__   					=			print_path(SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					)
						lowercase__   					=			(filepath.count(os.sep					) + 1) if filepath else 0
						lowercase__   					=			f'''{filepath}/{filename}'''.replace(" "  ,					"%20"					)
						lowercase__   					=			os.path.splitext(filename.replace("_"  ,					" "					).title()					)[0]
						print(f'''{md_prefix(SCREAMING_SNAKE_CASE_					)} [{filename}]({url})'''					)


if __name__ == "__main__":
							print_directory_md(""".""")




