




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      UpperCAmelCase  (						UpperCamelCase__   )     ->     Union[str, Any]:







				'''simple docstring'''


				__lowerCAmelCase					=  tmp_path / """text.txt"""
				__lowerCAmelCase					=  textwrap.dedent(
				    """\
        Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.
        Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
        Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
        Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

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





@pytest.fixture
def      UpperCAmelCase  (						UpperCamelCase__						,			UpperCamelCase__   )     ->     Tuple:







				'''simple docstring'''


				__lowerCAmelCase					=  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      UpperCAmelCase  (						UpperCamelCase__						,			UpperCamelCase__   )     ->     Optional[int]:







				'''simple docstring'''


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





@require_pil
def      UpperCAmelCase  (						UpperCamelCase__   )     ->     Optional[Any]:







				'''simple docstring'''


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





@pytest.mark.parametrize("""sample_by"""						,			["""line""", """paragraph""", """document"""]   )
def      UpperCAmelCase  (						UpperCamelCase__						,			UpperCamelCase__   )     ->     Union[str, Any]:







				'''simple docstring'''


				with open(UpperCamelCase__						,			encoding="""utf-8"""   ) as f:
								__lowerCAmelCase					=  f.read()
				if sample_by == "line":
								__lowerCAmelCase					=  expected_content.splitlines()
				elif sample_by == "paragraph":
								__lowerCAmelCase					=  expected_content.split("""\n\n"""   )
				elif sample_by == "document":
								__lowerCAmelCase					=  [expected_content]
				__lowerCAmelCase					=  Text(sample_by=UpperCamelCase__						,			encoding="""utf-8"""						,			chunksize=1_00   )
				__lowerCAmelCase					=  text._generate_tables([[text_file]]   )
				__lowerCAmelCase					=  pa.concat_tables([table for _, table in generator]   ).to_pydict()["""text"""]
				assert generated_content == expected_content











from hashlib import mda, shaaaa

__A						:		Optional[int]          =						(shaaaa, mda)

class 		lowercase_       :




					def __init__(   self:		str,     _lowercase:		int = 8):


									'''simple docstring'''


									__lowerCAmelCase					=  0b0
									__lowerCAmelCase					=  size




					def     _lowercase						(   self:		Union[str, Any],     _lowercase:		str):


									'''simple docstring'''


									__lowerCAmelCase					=  self.hash_(_lowercase)
									self.bitarray |= h




					def     _lowercase						(   self:		Dict,     _lowercase:		str):


									'''simple docstring'''


									__lowerCAmelCase					=  self.hash_(_lowercase)
									return (h & self.bitarray) == h




					def __contains__(   self:		Dict,     _lowercase:		str):


									'''simple docstring'''


									return self.exists(_lowercase)




					def     _lowercase						(   self:		List[Any],     _lowercase:		int):


									'''simple docstring'''


									__lowerCAmelCase					=  bin(_lowercase)[2:]
									return res.zfill(self.size)




					@property
					def     _lowercase						(   self:		Union[str, Any]):


									'''simple docstring'''


									return self.format_bin(self.bitarray)




					def     _lowercase						(   self:		Union[str, Any],     _lowercase:		str):


									'''simple docstring'''


									__lowerCAmelCase					=  0b0
									for func in HASH_FUNCTIONS:
													__lowerCAmelCase					=  (
													    int.from_bytes(func(value.encode()).digest(),     """little""") % self.size
													)
													res |= 2**position
									return res




					def     _lowercase						(   self:		Any,     _lowercase:		str):


									'''simple docstring'''


									return self.format_bin(self.hash_(_lowercase))







					@property
					def     _lowercase						(   self:		Tuple):


									'''simple docstring'''


									__lowerCAmelCase					=  bin(self.bitarray).count("""1""")
									return (n_ones / self.size) ** len(_lowercase)





