"""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,
)


_a					:					Optional[Any]=			pytest.mark.integration
@pytest.mark.parametrize('path'      ,							['paws', 'csv']  )
def   __UpperCAmelCase    (   UpperCAmelCase_   :    Union[str, Any]      ,							UpperCAmelCase_   :    int  )							->      Any:

	'''simple docstring'''





	inspect_dataset(UpperCAmelCase_      ,							UpperCAmelCase_  )
	__snake_case      :							Union[str, Any]						=			path + '.py'
	assert script_name in os.listdir(UpperCAmelCase_  )
	assert "__pycache__" not in os.listdir(UpperCAmelCase_  )
@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   __UpperCAmelCase    (   UpperCAmelCase_   :    Dict      ,							UpperCAmelCase_   :    int  )							->      str:

	'''simple docstring'''





	inspect_metric(UpperCAmelCase_      ,							UpperCAmelCase_  )
	__snake_case      :							Optional[Any]						=			path + '.py'
	assert script_name in os.listdir(UpperCAmelCase_  )
	assert "__pycache__" not in os.listdir(UpperCAmelCase_  )
@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   __UpperCAmelCase    (   UpperCAmelCase_   :    Optional[int]      ,							UpperCAmelCase_   :    Dict      ,							UpperCAmelCase_   :    Tuple  )							->      List[str]:

	'''simple docstring'''





	__snake_case      :							Any						=			get_dataset_config_info(UpperCAmelCase_      ,							config_name=UpperCAmelCase_  )
	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   __UpperCAmelCase    (   UpperCAmelCase_   :    Dict      ,							UpperCAmelCase_   :    List[Any]      ,							UpperCAmelCase_   :    Optional[int]  )							->      Union[str, Any]:

	'''simple docstring'''





	with pytest.raises(UpperCAmelCase_  ):
		get_dataset_config_info(UpperCAmelCase_      ,							config_name=UpperCAmelCase_  )
@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   __UpperCAmelCase    (   UpperCAmelCase_   :    Any      ,							UpperCAmelCase_   :    List[str]  )							->      List[Any]:

	'''simple docstring'''





	__snake_case      :							Any						=			get_dataset_config_names(UpperCAmelCase_  )
	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   __UpperCAmelCase    (   UpperCAmelCase_   :    Dict      ,							UpperCAmelCase_   :    Any      ,							UpperCAmelCase_   :    Dict  )							->      List[str]:

	'''simple docstring'''





	__snake_case      :							Tuple						=			get_dataset_infos(UpperCAmelCase_  )
	assert list(infos.keys()  ) == expected_configs
	__snake_case      :							List[str]						=			expected_configs[0]
	assert expected_config in infos
	__snake_case      :							List[Any]						=			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   __UpperCAmelCase    (   UpperCAmelCase_   :    int      ,							UpperCAmelCase_   :    Optional[int]      ,							UpperCAmelCase_   :    Optional[int]  )							->      Optional[Any]:

	'''simple docstring'''





	__snake_case      :							Optional[int]						=			get_dataset_infos(UpperCAmelCase_  )
	assert expected_config in infos
	__snake_case      :							List[Any]						=			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   __UpperCAmelCase    (   UpperCAmelCase_   :    Union[str, Any]      ,							UpperCAmelCase_   :    Union[str, Any]      ,							UpperCAmelCase_   :    str  )							->      str:

	'''simple docstring'''





	with pytest.raises(UpperCAmelCase_  ):
		get_dataset_split_names(UpperCAmelCase_      ,							config_name=UpperCAmelCase_  )






"""simple docstring"""







import itertools
import string
from collections.abc import Generator, Iterable
def   __UpperCAmelCase    (   UpperCAmelCase_   :    Iterable[str]      ,							UpperCAmelCase_   :    int  )							->      Generator[tuple[str, ...], None, None]:

	'''simple docstring'''





	__snake_case      :							Optional[int]						=			iter(UpperCAmelCase_  )
	while True:
		__snake_case      :							Optional[int]						=			tuple(itertools.islice(UpperCAmelCase_      ,							UpperCAmelCase_  )  )
		if not chunk:
			return
		yield chunk
def   __UpperCAmelCase    (   UpperCAmelCase_   :    str  )							->      str:

	'''simple docstring'''





	__snake_case      :							Any						=			''.join([c.upper() for c in dirty if c in string.ascii_letters]  )
	__snake_case      :							Union[str, Any]						=			''

	if len(UpperCAmelCase_  ) < 2:
		return dirty

	for i in range(len(UpperCAmelCase_  ) - 1  ):
		clean += dirty[i]

		if dirty[i] == dirty[i + 1]:
			clean += "X"

	clean += dirty[-1]

	if len(UpperCAmelCase_  ) & 1:
		clean += "X"

	return clean
def   __UpperCAmelCase    (   UpperCAmelCase_   :    str  )							->      list[str]:

	'''simple docstring'''





	__snake_case      :							List[str]						=			'ABCDEFGHIKLMNOPQRSTUVWXYZ'
	# we're using a list instead of a '2d' array because it makes the math
	# for setting up the table and doing the actual encoding/decoding simpler
	__snake_case      :							Optional[int]						=			[]

	# copy key chars into the table if they are in `alphabet` ignoring duplicates
	for char in key.upper():
		if char not in table and char in alphabet:
			table.append(UpperCAmelCase_  )

    # fill the rest of the table in with the remaining alphabet chars
	for char in alphabet:
		if char not in table:
			table.append(UpperCAmelCase_  )

	return table
def   __UpperCAmelCase    (   UpperCAmelCase_   :    str      ,							UpperCAmelCase_   :    str  )							->      str:

	'''simple docstring'''





	__snake_case      :							str						=			generate_table(UpperCAmelCase_  )
	__snake_case      :							Union[str, Any]						=			prepare_input(UpperCAmelCase_  )
	__snake_case      :							Tuple						=			''

	# https://en.wikipedia.org/wiki/Playfair_cipher#Description
	for chara, chara in chunker(UpperCAmelCase_      ,							2  ):
		__snake_case		,    __snake_case      :							Any						=			divmod(table.index(UpperCAmelCase_  )      ,							5  )
		__snake_case		,    __snake_case      :							Tuple						=			divmod(table.index(UpperCAmelCase_  )      ,							5  )

		if rowa == rowa:
			ciphertext += table[rowa * 5 + (cola + 1) % 5]
			ciphertext += table[rowa * 5 + (cola + 1) % 5]
		elif cola == cola:
			ciphertext += table[((rowa + 1) % 5) * 5 + cola]
			ciphertext += table[((rowa + 1) % 5) * 5 + cola]
		else:  # rectangle
			ciphertext += table[rowa * 5 + cola]
			ciphertext += table[rowa * 5 + cola]

	return ciphertext

def   __UpperCAmelCase    (   UpperCAmelCase_   :    str      ,							UpperCAmelCase_   :    str  )							->      str:

	'''simple docstring'''





	__snake_case      :							Optional[int]						=			generate_table(UpperCAmelCase_  )
	__snake_case      :							Any						=			''

	# https://en.wikipedia.org/wiki/Playfair_cipher#Description
	for chara, chara in chunker(UpperCAmelCase_      ,							2  ):
		__snake_case		,    __snake_case      :							Union[str, Any]						=			divmod(table.index(UpperCAmelCase_  )      ,							5  )
		__snake_case		,    __snake_case      :							Tuple						=			divmod(table.index(UpperCAmelCase_  )      ,							5  )

		if rowa == rowa:
			plaintext += table[rowa * 5 + (cola - 1) % 5]
			plaintext += table[rowa * 5 + (cola - 1) % 5]
		elif cola == cola:
			plaintext += table[((rowa - 1) % 5) * 5 + cola]
			plaintext += table[((rowa - 1) % 5) * 5 + cola]
		else:  # rectangle
			plaintext += table[rowa * 5 + cola]
			plaintext += table[rowa * 5 + cola]

	return plaintext





