


import os
import textwrap

import pyarrow as pa
import pytest

from datasets import ClassLabel, Features, Image
from datasets.packaged_modules.csv.csv import Csv

from ..utils import require_pil






@pytest.fixture
def 			UpperCamelCase (     __magic_name__					:							List[str]					)       ->  Any:
		"""simple docstring"""




		lowercase__					      =		tmp_path / """file.csv"""
		lowercase__					      =		textwrap.dedent(
		    """\
        header1,header2
        1,2
        10,20
        """					)
		with open(__magic_name__   ,   """w"""					) as f:
				f.write(__magic_name__					)
		return str(__magic_name__					)






@pytest.fixture
def 			UpperCamelCase (     __magic_name__					:							Optional[Any]					)       ->  Optional[Any]:
		"""simple docstring"""




		lowercase__					      =		tmp_path / """malformed_file.csv"""
		lowercase__					      =		textwrap.dedent(
		    """\
        header1,header2
        1,2
        10,20,
        """					)
		with open(__magic_name__   ,   """w"""					) as f:
				f.write(__magic_name__					)
		return str(__magic_name__					)






@pytest.fixture
def 			UpperCamelCase (     __magic_name__					:							Optional[int]   ,   __magic_name__					:							Dict					)       ->  Dict:
		"""simple docstring"""




		lowercase__					      =		tmp_path / """csv_with_image.csv"""
		lowercase__					      =		textwrap.dedent(
		    f'''\
        image
        {image_file}
        '''					)
		with open(__magic_name__   ,   """w"""					) as f:
				f.write(__magic_name__					)
		return str(__magic_name__					)






@pytest.fixture
def 			UpperCamelCase (     __magic_name__					:							Optional[int]					)       ->  Tuple:
		"""simple docstring"""




		lowercase__					      =		tmp_path / """csv_with_label.csv"""
		lowercase__					      =		textwrap.dedent(
		    """\
        label
        good
        bad
        good
        """					)
		with open(__magic_name__   ,   """w"""					) as f:
				f.write(__magic_name__					)
		return str(__magic_name__					)






@pytest.fixture
def 			UpperCamelCase (     __magic_name__					:							List[str]					)       ->  Optional[Any]:
		"""simple docstring"""




		lowercase__					      =		tmp_path / """csv_with_int_list.csv"""
		lowercase__					      =		textwrap.dedent(
		    """\
        int_list
        1 2 3
        4 5 6
        7 8 9
        """					)
		with open(__magic_name__   ,   """w"""					) as f:
				f.write(__magic_name__					)
		return str(__magic_name__					)






def 			UpperCamelCase (     __magic_name__					:							Any   ,   __magic_name__					:							Optional[Any]   ,   __magic_name__					:							Union[str, Any]					)       ->  List[str]:
		"""simple docstring"""




		lowercase__					      =		Csv()
		lowercase__					      =		csv._generate_tables([[csv_file, malformed_csv_file]]					)
		with pytest.raises(__magic_name__   ,   match="""Error tokenizing data"""					):
				for _ in generator:
						pass
		assert any(
		    record.levelname == """ERROR"""
		    and """Failed to read file""" in record.message
		    and os.path.basename(__magic_name__					) in record.message
		    for record in caplog.records					)






@require_pil
def 			UpperCamelCase (     __magic_name__					:							Union[str, Any]					)       ->  List[Any]:
		"""simple docstring"""




		with open(__magic_name__   ,   encoding="""utf-8"""					) as f:
				lowercase__					      =		f.read().splitlines()[1]
		lowercase__					      =		Csv(encoding="""utf-8"""   ,   features=Features({"""image""": Image()}					)					)
		lowercase__					      =		csv._generate_tables([[csv_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}]






def 			UpperCamelCase (     __magic_name__					:							Optional[Any]					)       ->  Tuple:
		"""simple docstring"""




		with open(__magic_name__   ,   encoding="""utf-8"""					) as f:
				lowercase__					      =		f.read().splitlines()[1:]
		lowercase__					      =		Csv(encoding="""utf-8"""   ,   features=Features({"""label""": ClassLabel(names=["""good""", """bad"""]					)}					)					)
		lowercase__					      =		csv._generate_tables([[csv_file_with_label]]					)
		lowercase__					      =		pa.concat_tables([table for _, table in generator]					)
		assert pa_table.schema.field("""label"""					).type == ClassLabel(names=["""good""", """bad"""]					)()
		lowercase__					      =		pa_table.to_pydict()["""label"""]
		assert generated_content == [ClassLabel(names=["""good""", """bad"""]					).straint(__magic_name__					) for label in labels]







def 			UpperCamelCase (     __magic_name__					:							str					)       ->  int:
		"""simple docstring"""




		lowercase__					      =		Csv(encoding="""utf-8"""   ,   sep=""","""   ,   converters={"""int_list""": lambda __magic_name__					: [int(__magic_name__					) for i in x.split()]}					)
		lowercase__					      =		csv._generate_tables([[csv_file_with_int_list]]					)
		lowercase__					      =		pa.concat_tables([table for _, table in generator]					)
		assert pa.types.is_list(pa_table.schema.field("""int_list"""					).type					)
		lowercase__					      =		pa_table.to_pydict()["""int_list"""]
		assert generated_content == [[1, 2, 3], [4, 5, 6], [7, 8, 9]]





A	:		Union[str, Any]    =       [
    (1_0_0_0, 'M'),
    (9_0_0, 'CM'),
    (5_0_0, 'D'),
    (4_0_0, 'CD'),
    (1_0_0, 'C'),
    (9_0, 'XC'),
    (5_0, 'L'),
    (4_0, 'XL'),
    (1_0, 'X'),
    (9, 'IX'),
    (5, 'V'),
    (4, 'IV'),
    (1, 'I'),
]






def 			UpperCamelCase (     __magic_name__					:							str					)       ->  int:
		"""simple docstring"""




		lowercase__					      =		{"""I""": 1, """V""": 5, """X""": 10, """L""": 50, """C""": 100, """D""": 500, """M""": 1000}
		lowercase__					      =		0
		lowercase__					      =		0
		while place < len(__magic_name__					):
				if (place + 1 < len(__magic_name__					)) and (vals[roman[place]] < vals[roman[place + 1]]):
						total += vals[roman[place + 1]] - vals[roman[place]]
						place += 2
				else:
						total += vals[roman[place]]
						place += 1
		return total






def 			UpperCamelCase (     __magic_name__					:							int					)       ->  str:
		"""simple docstring"""




		lowercase__					      =		[]
		for arabic, roman in ROMAN:
				((lowercase__)      ,     (lowercase__))					      =		divmod(__magic_name__   ,   __magic_name__					)
				result.append(roman * factor					)
				if number == 0:
						break
		return "".join(__magic_name__					)


if __name__ == "__main__":
	import doctest

	doctest.testmod()

