



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 		__snake_case						(    _UpperCAmelCase				):
					"""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(_UpperCAmelCase       ,			'w'       ,			encoding='utf-8'				) as f:
										f.write(_UpperCAmelCase				)
					return str(_UpperCAmelCase				)





@pytest.fixture
def 		__snake_case						(    _UpperCAmelCase       ,			_UpperCAmelCase				):
					"""simple docstring"""






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





@pytest.mark.parametrize('keep_linebreaks'       ,			[True, False]				)
def 		__snake_case						(    _UpperCAmelCase       ,			_UpperCAmelCase				):
					"""simple docstring"""






					with open(_UpperCAmelCase       ,			encoding='utf-8'				) as f:
										lowercase						   =       f.read().splitlines(keepends=_UpperCAmelCase				)
					lowercase						   =       Text(keep_linebreaks=_UpperCAmelCase       ,			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 		__snake_case						(    _UpperCAmelCase				):
					"""simple docstring"""






					with open(_UpperCAmelCase       ,			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 		__snake_case						(    _UpperCAmelCase       ,			_UpperCAmelCase				):
					"""simple docstring"""






					with open(_UpperCAmelCase       ,			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=_UpperCAmelCase       ,			encoding='utf-8'       ,			chunksize=1_00				)
					lowercase						   =       text._generate_tables([[text_file]]				)
					lowercase						   =       pa.concat_tables([table for _, table in generator]				).to_pydict()['text']
					assert generated_content == expected_content











def 		__snake_case						(    _UpperCAmelCase       ,			_UpperCAmelCase       ,			_UpperCAmelCase				):
					"""simple docstring"""






					if right <= left:
										return
					lowercase						   =       lowercase						   =       left
					lowercase						   =       right
					lowercase						   =       sorting[left]
					while i <= b:
										if sorting[i] < pivot:
															lowercase   ,      lowercase						   =       sorting[i], sorting[a]
															a += 1
															i += 1
										elif sorting[i] > pivot:
															lowercase   ,      lowercase						   =       sorting[i], sorting[b]
															b -= 1
										else:
															i += 1
					quick_sort_apartition(_UpperCAmelCase       ,			_UpperCAmelCase       ,			a - 1				)
					quick_sort_apartition(_UpperCAmelCase       ,			b + 1       ,			_UpperCAmelCase				)





def 		__snake_case						(    _UpperCAmelCase       ,			_UpperCAmelCase       ,			_UpperCAmelCase				):
					"""simple docstring"""






					if left < right:
										lowercase						   =       lomuto_partition(_UpperCAmelCase       ,			_UpperCAmelCase       ,			_UpperCAmelCase				)
										quick_sort_lomuto_partition(_UpperCAmelCase       ,			_UpperCAmelCase       ,			pivot_index - 1				)
										quick_sort_lomuto_partition(_UpperCAmelCase       ,			pivot_index + 1       ,			_UpperCAmelCase				)





def 		__snake_case						(    _UpperCAmelCase       ,			_UpperCAmelCase       ,			_UpperCAmelCase				):
					"""simple docstring"""






					lowercase						   =       sorting[right]
					lowercase						   =       left
					for i in range(_UpperCAmelCase       ,			_UpperCAmelCase				):
										if sorting[i] < pivot:
															lowercase   ,      lowercase						   =       sorting[i], sorting[store_index]
															store_index += 1
					lowercase   ,      lowercase						   =       sorting[store_index], sorting[right]
					return store_index





def 		__snake_case						(    _UpperCAmelCase				):
					"""simple docstring"""






					if len(_UpperCAmelCase				) <= 1:
										return sorting
					return (
					    three_way_radix_quicksort([i for i in sorting if i < sorting[0]]				)
					    + [i for i in sorting if i == sorting[0]]
					    + three_way_radix_quicksort([i for i in sorting if i > sorting[0]]				)
					)


if __name__ == "__main__":
		import doctest

		doctest.testmod(verbose=True)

		__magic_name__       =     input('''Enter numbers separated by a comma:\n''').strip()
		__magic_name__       =     [int(item) for item in user_input.split(''',''')]
		quick_sort_apartition(unsorted, 0, len(unsorted) - 1)
		print(unsorted)






