
'''simple docstring'''





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,
)


SCREAMING_SNAKE_CASE     =       pytest.mark.integration







@pytest.mark.parametrize("path"   ,       ["paws", "csv"]		)
def snake_case_     (					lowercase__   ,       lowercase__		):
  inspect_dataset(lowercase__   ,       lowercase__		)
  UpperCAmelCase__      :					Dict				       =							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 snake_case_     (					lowercase__   ,       lowercase__		):
  inspect_metric(lowercase__   ,       lowercase__		)
  UpperCAmelCase__      :					int				       =							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 snake_case_     (					lowercase__   ,       lowercase__   ,       lowercase__		):
  UpperCAmelCase__      :					Optional[Any]				       =							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 snake_case_     (					lowercase__   ,       lowercase__   ,       lowercase__		):
  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 snake_case_     (					lowercase__   ,       lowercase__		):
  UpperCAmelCase__      :					Union[str, Any]				       =							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 snake_case_     (					lowercase__   ,       lowercase__   ,       lowercase__		):
  UpperCAmelCase__      :					Union[str, Any]				       =							get_dataset_infos(lowercase__		)
  assert list(infos.keys()		) == expected_configs
  UpperCAmelCase__      :					int				       =							expected_configs[0]
  assert expected_config in infos
  UpperCAmelCase__      :					str				       =							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 snake_case_     (					lowercase__   ,       lowercase__   ,       lowercase__		):
  UpperCAmelCase__      :					Optional[int]				       =							get_dataset_infos(lowercase__		)
  assert expected_config in infos
  UpperCAmelCase__      :					Tuple				       =							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 snake_case_     (					lowercase__   ,       lowercase__   ,       lowercase__		):
  with pytest.raises(lowercase__		):
    get_dataset_split_names(lowercase__   ,       config_name=lowercase__		)





'''simple docstring'''





SCREAMING_SNAKE_CASE     =       {
    """meter""": """m""",
    """kilometer""": """km""",
    """megametre""": """Mm""",
    """gigametre""": """Gm""",
    """terametre""": """Tm""",
    """petametre""": """Pm""",
    """exametre""": """Em""",
    """zettametre""": """Zm""",
    """yottametre""": """Ym""",
}
# Exponent of the factor(meter)
SCREAMING_SNAKE_CASE     =       {
    """m""": 0,
    """km""": 3,
    """Mm""": 6,
    """Gm""": 9,
    """Tm""": 1_2,
    """Pm""": 1_5,
    """Em""": 1_8,
    """Zm""": 2_1,
    """Ym""": 2_4,
}







def snake_case_     (					lowercase__   ,       lowercase__   ,       lowercase__		):
  UpperCAmelCase__      :					str				       =							from_type.lower().strip("s"		)
  UpperCAmelCase__      :					Any				       =							to_type.lower().strip("s"		)

  UpperCAmelCase__      :					Union[str, Any]				       =							UNIT_SYMBOL.get(lowercase__   ,       lowercase__		)
  UpperCAmelCase__      :					Any				       =							UNIT_SYMBOL.get(lowercase__   ,       lowercase__		)

  if from_sanitized not in METRIC_CONVERSION:
    UpperCAmelCase__      :					str				       =							(
        F"""Invalid 'from_type' value: {from_type!r}.\n"""
        F"""Conversion abbreviations are: {", ".join(lowercase__		)}"""
    )
    raise ValueError(lowercase__		)
  if to_sanitized not in METRIC_CONVERSION:
    UpperCAmelCase__      :					List[str]				       =							(
        F"""Invalid 'to_type' value: {to_type!r}.\n"""
        F"""Conversion abbreviations are: {", ".join(lowercase__		)}"""
    )
    raise ValueError(lowercase__		)
  UpperCAmelCase__      :					Optional[int]				       =							METRIC_CONVERSION[from_sanitized]
  UpperCAmelCase__      :					str				       =							METRIC_CONVERSION[to_sanitized]
  UpperCAmelCase__      :					Tuple				       =							1

  if from_exponent > to_exponent:
    UpperCAmelCase__      :					Tuple				       =							from_exponent - to_exponent
  else:
    UpperCAmelCase__      :					Optional[int]				       =							-(to_exponent - from_exponent)

  return value * pow(1_0   ,       lowercase__		)


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

      testmod()



