


import textwrap

import pyarrow as pa
import pytest

from datasets import Features, Image
from datasets.packaged_modules.text.text import Text

from ..utils import require_pil







@pytest.fixture
def  _lowerCamelCase(			lowercase__			)		->			Dict:

		'''simple docstring'''







		__lowercase=    tmp_path / 'text.txt'
		__lowercase=    textwrap.dedent(
		    '\\n        Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\n        Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\n        Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\n        Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\n\n        Second paragraph:\n        Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.\n        Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.\n        Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.\n        Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\n        '			)
		with open(lowercase__     ,				'w'     ,				encoding='utf-8'			) as f:
				f.write(lowercase__			)
		return str(lowercase__			)







@pytest.fixture
def  _lowerCamelCase(			lowercase__     ,				lowercase__			)		->			Any:

		'''simple docstring'''







		__lowercase=    tmp_path / 'text_with_image.txt'
		with open(lowercase__     ,				'w'     ,				encoding='utf-8'			) as f:
				f.write(lowercase__			)
		return str(lowercase__			)







@pytest.mark.parametrize('keep_linebreaks'     ,				[True, False]			)
def  _lowerCamelCase(			lowercase__     ,				lowercase__			)		->			Optional[Any]:

		'''simple docstring'''







		with open(lowercase__     ,				encoding='utf-8'			) as f:
				__lowercase=    f.read().splitlines(keepends=lowercase__			)
		__lowercase=    Text(keep_linebreaks=lowercase__     ,				encoding='utf-8'			)
		__lowercase=    text._generate_tables([[text_file]]			)
		__lowercase=    pa.concat_tables([table for _, table in generator]			).to_pydict()['text']
		assert generated_content == expected_content







@require_pil
def  _lowerCamelCase(			lowercase__			)		->			List[Any]:

		'''simple docstring'''







		with open(lowercase__     ,				encoding='utf-8'			) as f:
				__lowercase=    f.read().splitlines()[0]
		__lowercase=    Text(encoding='utf-8'     ,				features=Features({'image': Image()}			)			)
		__lowercase=    text._generate_tables([[text_file_with_image]]			)
		__lowercase=    pa.concat_tables([table for _, table in generator]			)
		assert pa_table.schema.field('image'			).type == Image()()
		__lowercase=    pa_table.to_pydict()['image']
		assert generated_content == [{"path": image_file, "bytes": None}]







@pytest.mark.parametrize('sample_by'     ,				['line', 'paragraph', 'document']			)
def  _lowerCamelCase(			lowercase__     ,				lowercase__			)		->			Optional[Any]:

		'''simple docstring'''







		with open(lowercase__     ,				encoding='utf-8'			) as f:
				__lowercase=    f.read()
		if sample_by == "line":
				__lowercase=    expected_content.splitlines()
		elif sample_by == "paragraph":
				__lowercase=    expected_content.split('\n\n'			)
		elif sample_by == "document":
				__lowercase=    [expected_content]
		__lowercase=    Text(sample_by=lowercase__     ,				encoding='utf-8'     ,				chunksize=1_0_0			)
		__lowercase=    text._generate_tables([[text_file]]			)
		__lowercase=    pa.concat_tables([table for _, table in generator]			).to_pydict()['text']
		assert generated_content == expected_content










from __future__ import annotations

from enum import Enum





class    A					(     A_				):
							UpperCamelCase_     :							List[Any] =24
							UpperCamelCase_     :							List[Any] =21
							UpperCamelCase_     :							int =18
							UpperCamelCase_     :							Optional[int] =15
							UpperCamelCase_     :							Tuple =12
							UpperCamelCase_     :							List[str] =9
							UpperCamelCase_     :							Any =6
							UpperCamelCase_     :							List[str] =3
							UpperCamelCase_     :							str =2
							UpperCamelCase_     :							str =1
							UpperCamelCase_     :							Optional[int] =-1
							UpperCamelCase_     :							List[Any] =-2
							UpperCamelCase_     :							str =-3
							UpperCamelCase_     :							Tuple =-6
							UpperCamelCase_     :							Tuple =-9
							UpperCamelCase_     :							Optional[int] =-12
							UpperCamelCase_     :							str =-15
							UpperCamelCase_     :							Optional[Any] =-18
							UpperCamelCase_     :							Any =-21
							UpperCamelCase_     :							List[str] =-24





class    A					(     A_				):
							UpperCamelCase_     :							str =8
							UpperCamelCase_     :							Optional[Any] =7
							UpperCamelCase_     :							Tuple =6
							UpperCamelCase_     :							List[Any] =5
							UpperCamelCase_     :							Optional[Any] =4
							UpperCamelCase_     :							Union[str, Any] =3
							UpperCamelCase_     :							Union[str, Any] =2
							UpperCamelCase_     :							int =1







def  _lowerCamelCase(			lowercase__     ,				lowercase__     ,				lowercase__     ,				)		->			float:

		'''simple docstring'''







		if isinstance(lowercase__     ,				lowercase__			):
				__lowercase=    SIUnit[known_prefix.lower()]
		if isinstance(lowercase__     ,				lowercase__			):
				__lowercase=    SIUnit[unknown_prefix.lower()]
		__lowercase=    known_amount * (
		    1_0 ** (known_prefix.value - unknown_prefix.value)
		)
		return unknown_amount







def  _lowerCamelCase(			lowercase__     ,				lowercase__     ,				lowercase__     ,				)		->			float:

		'''simple docstring'''







		if isinstance(lowercase__     ,				lowercase__			):
				__lowercase=    BinaryUnit[known_prefix.lower()]
		if isinstance(lowercase__     ,				lowercase__			):
				__lowercase=    BinaryUnit[unknown_prefix.lower()]
		__lowercase=    known_amount * (
		    2 ** ((known_prefix.value - unknown_prefix.value) * 1_0)
		)
		return unknown_amount


if __name__ == "__main__":
	import doctest

	doctest.testmod()






