






import re
import tempfile
from pathlib import Path

import pytest
import yaml

from datasets.utils.readme import ReadMe


# @pytest.fixture
# def example_yaml_structure():

__UpperCAmelCase     							=						yaml.safe_load(
    '\\nname: ""\nallow_empty: false\nallow_empty_text: true\nsubsections:\n  - name: "Dataset Card for X" # First-level markdown heading\n    allow_empty: false\n    allow_empty_text: true\n    subsections:\n      - name: "Table of Contents"\n        allow_empty: false\n        allow_empty_text: false\n        subsections: null\n      - name: "Dataset Description"\n        allow_empty: false\n        allow_empty_text: false\n        subsections:\n          - name: "Dataset Summary"\n            allow_empty: false\n            allow_empty_text: false\n            subsections: null\n          - name: "Supported Tasks and Leaderboards"\n            allow_empty: true\n            allow_empty_text: true\n            subsections: null\n          - name: Languages\n            allow_empty: false\n            allow_empty_text: true\n            subsections: null\n'
)


__UpperCAmelCase     							=						{
    'name': 'root',
    'text': '',
    'is_empty_text': True,
    'subsections': [
        {
            'name': 'Dataset Card for My Dataset',
            'text': '',
            'is_empty_text': True,
            'subsections': [
                {'name': 'Table of Contents', 'text': 'Some text here.', 'is_empty_text': False, 'subsections': []},
                {
                    'name': 'Dataset Description',
                    'text': 'Some text here.',
                    'is_empty_text': False,
                    'subsections': [
                        {
                            'name': 'Dataset Summary',
                            'text': 'Some text here.',
                            'is_empty_text': False,
                            'subsections': [],
                        },
                        {
                            'name': 'Supported Tasks and Leaderboards',
                            'text': '',
                            'is_empty_text': True,
                            'subsections': [],
                        },
                        {'name': 'Languages', 'text': 'Language Text', 'is_empty_text': False, 'subsections': []},
                    ],
                },
            ],
        }
    ],
}


__UpperCAmelCase     							=						'\\n---\nlanguage:\n- zh\n- en\n---\n\n# Dataset Card for My Dataset\n## Table of Contents\nSome text here.\n## Dataset Description\nSome text here.\n### Dataset Summary\nSome text here.\n### Supported Tasks and Leaderboards\n### Languages\nLanguage Text\n'


__UpperCAmelCase     							=						'\\n---\nlanguage:\n- zh\n- en\n---\n\n# Dataset Card for My Dataset\n## Table of Contents\nSome text here.\n## Dataset Description\nSome text here.\n### Dataset Summary\nSome text here.\n#### Extra Ignored Subsection\n### Supported Tasks and Leaderboards\n### Languages\nLanguage Text\n'

__UpperCAmelCase     							=						{
    'name': 'root',
    'text': '',
    'is_empty_text': True,
    'subsections': [
        {
            'name': 'Dataset Card for My Dataset',
            'text': '',
            'is_empty_text': True,
            'subsections': [
                {'name': 'Table of Contents', 'text': 'Some text here.', 'is_empty_text': False, 'subsections': []},
                {
                    'name': 'Dataset Description',
                    'text': 'Some text here.',
                    'is_empty_text': False,
                    'subsections': [
                        {
                            'name': 'Dataset Summary',
                            'text': 'Some text here.',
                            'is_empty_text': False,
                            'subsections': [
                                {
                                    'name': 'Extra Ignored Subsection',
                                    'text': '',
                                    'is_empty_text': True,
                                    'subsections': [],
                                }
                            ],
                        },
                        {
                            'name': 'Supported Tasks and Leaderboards',
                            'text': '',
                            'is_empty_text': True,
                            'subsections': [],
                        },
                        {'name': 'Languages', 'text': 'Language Text', 'is_empty_text': False, 'subsections': []},
                    ],
                },
            ],
        }
    ],
}

__UpperCAmelCase     							=						'\\n---\n---\n# Dataset Card for My Dataset\n## Table of Contents\nSome text here.\n## Dataset Description\nSome text here.\n### Dataset Summary\nSome text here.\n### Supported Tasks and Leaderboards\n### Languages\nLanguage Text\n'

__UpperCAmelCase     							=						(
    'The following issues were found for the README at `{path}`:\n-\tEmpty YAML markers are present in the README.'
)

__UpperCAmelCase     							=						'\\n# Dataset Card for My Dataset\n## Table of Contents\nSome text here.\n## Dataset Description\nSome text here.\n### Dataset Summary\nSome text here.\n### Supported Tasks and Leaderboards\n### Languages\nLanguage Text\n'

__UpperCAmelCase     							=						(
    'The following issues were found for the README at `{path}`:\n-\tNo YAML markers are present in the README.'
)

__UpperCAmelCase     							=						'\\n---\n# Dataset Card for My Dataset\n## Table of Contents\nSome text here.\n## Dataset Description\nSome text here.\n### Dataset Summary\nSome text here.\n### Supported Tasks and Leaderboards\n### Languages\nLanguage Text\n'

__UpperCAmelCase     							=						'The following issues were found for the README at `{path}`:\n-\tOnly the start of YAML tags present in the README.'

__UpperCAmelCase     							=						'\\n---\nlanguage:\n- zh\n- en\n---\n\n# Dataset Card for My Dataset\n## Table of Contents\nSome text here.\n## Dataset Description\nSome text here.\n### Dataset Summary\n### Supported Tasks and Leaderboards\n### Languages\nLanguage Text\n'
__UpperCAmelCase     							=						'The following issues were found for the README at `{path}`:\n-\tExpected some content in section `Dataset Summary` but it is empty.\n-\tExpected some text in section `Dataset Summary` but it is empty (text in subsections are ignored).'


__UpperCAmelCase     							=						'\\n---\nlanguage:\n- zh\n- en\n---\n\n# Dataset Card for My Dataset\n'
__UpperCAmelCase     							=						'The following issues were found for the README at `{path}`:\n-\tExpected some content in section `Dataset Card for My Dataset` but it is empty.\n-\tSection `Dataset Card for My Dataset` expected the following subsections: `Table of Contents`, `Dataset Description`. Found \'None\'.'

__UpperCAmelCase     							=						'\\n---\nlanguage:\n- zh\n- en\n---\n\n# Dataset Card for My Dataset\n## Table of Contents\nSome text here.\n## Dataset Description\nSome text here.\n### Dataset Summary\nSome text here.\n### Languages\nLanguage Text\n'

__UpperCAmelCase     							=						'The following issues were found for the README at `{path}`:\n-\tSection `Dataset Description` is missing subsection: `Supported Tasks and Leaderboards`.'


__UpperCAmelCase     							=						'\\n---\nlanguage:\n- zh\n- en\n---\n\n# Dataset Card for My Dataset\n## Table of Contents\nSome text here.\n## Dataset Description\nSome text here.\n### Dataset Summary\nSome text here.\n### Supported Tasks and Leaderboards\n### Languages\n'

__UpperCAmelCase     							=						'The following issues were found for the README at `{path}`:\n-\tExpected some content in section `Languages` but it is empty.'

__UpperCAmelCase     							=						'\\n---\nlanguage:\n- zh\n- en\n---\n\n## Table of Contents\nSome text here.\n## Dataset Description\nSome text here.\n### Dataset Summary\nSome text here.\n### Supported Tasks and Leaderboards\n### Languages\nLanguage Text\n'
__UpperCAmelCase     							=						'The following issues were found for the README at `{path}`:\n-\tThe README has no first-level headings. One heading is expected. Skipping further validation for this README.'

__UpperCAmelCase     							=						'\\n---\nlanguage:\n- zh\n- en\n---\n\n# Dataset Card for My Dataset\n## Table of Contents\nSome text here.\n## Dataset Description\nSome text here.\n### Dataset Summary\nSome text here.\n### Supported Tasks and Leaderboards\n### Languages\nLanguage Text\n# Dataset Card My Dataset\n'

__UpperCAmelCase     							=						'The following issues were found for the README at `{path}`:\n-\tThe README has several first-level headings: `Dataset Card for My Dataset`, `Dataset Card My Dataset`. Only one heading is expected. Skipping further validation for this README.'

__UpperCAmelCase     							=						'\\n---\nlanguage:\n- zh\n- en\n---\n\n# Dataset Card My Dataset\n## Table of Contents\nSome text here.\n## Dataset Description\nSome text here.\n### Dataset Summary\nSome text here.\n### Supported Tasks and Leaderboards\n### Languages\nLanguage Text\n'

__UpperCAmelCase     							=						'The following issues were found for the README at `{path}`:\n-\tNo first-level heading starting with `Dataset Card for` found in README. Skipping further validation for this README.'

__UpperCAmelCase     							=						''

__UpperCAmelCase     							=						'The following issues were found for the README at `{path}`:\n-\tThe README has no first-level headings. One heading is expected. Skipping further validation for this README.\n-\tNo YAML markers are present in the README.'

__UpperCAmelCase     							=						'\\n---\nlanguage:\n- zh\n- en\n---\n\n# Dataset Card for My Dataset\n# Dataset Card for My Dataset\n## Table of Contents\nSome text here.\n## Dataset Description\nSome text here.\n### Dataset Summary\nSome text here.\n### Supported Tasks and Leaderboards\n### Languages\nLanguage Text\n'

__UpperCAmelCase     							=						'The following issues were found while parsing the README at `{path}`:\n-\tMultiple sections with the same heading `Dataset Card for My Dataset` have been found. Please keep only one of these sections.'




@pytest.mark.parametrize(
    'readme_md, expected_dict'					,	[
        (README_CORRECT, CORRECT_DICT),
        (README_CORRECT_FOUR_LEVEL, CORRECT_DICT_FOUR_LEVEL),
    ]					,	)
def 					lowercase__				(					__snake_case   :							int					,	__snake_case   :							Tuple  ):


					'''simple docstring'''


					assert ReadMe.from_string(__snake_case					,	__snake_case  ).to_dict() == expected_dict




@pytest.mark.parametrize(
    'readme_md, expected_error'					,	[
        (README_NO_YAML, EXPECTED_ERROR_README_NO_YAML),
        (README_EMPTY_YAML, EXPECTED_ERROR_README_EMPTY_YAML),
        (README_INCORRECT_YAML, EXPECTED_ERROR_README_INCORRECT_YAML),
        (README_EMPTY, EXPECTED_ERROR_README_EMPTY),
        (README_NONE_SUBSECTION, EXPECTED_ERROR_README_NONE_SUBSECTION),
        (README_MISSING_FIRST_LEVEL, EXPECTED_ERROR_README_MISSING_FIRST_LEVEL),
        (README_MISSING_SUBSECTION, EXPECTED_ERROR_README_MISSING_SUBSECTION),
        (README_MISSING_TEXT, EXPECTED_ERROR_README_MISSING_TEXT),
        (README_WRONG_FIRST_LEVEL, EXPECTED_ERROR_README_WRONG_FIRST_LEVEL),
        (README_MULTIPLE_WRONG_FIRST_LEVEL, EXPECTED_ERROR_README_MULTIPLE_WRONG_FIRST_LEVEL),
        (README_MISSING_CONTENT, EXPECTED_ERROR_README_MISSING_CONTENT),
    ]					,	)
def 					lowercase__				(					__snake_case   :							Dict					,	__snake_case   :							Optional[int]  ):


					'''simple docstring'''


					with pytest.raises(__snake_case					,	match=re.escape(expected_error.format(path='root'  )  )  ):
										UpperCAmelCase_   :				Optional[int]						=						ReadMe.from_string(__snake_case					,	__snake_case  )
										readme.validate()




@pytest.mark.parametrize(
    'readme_md, expected_error'					,	[
        (README_MULTIPLE_SAME_HEADING_1, EXPECTED_ERROR_README_MULTIPLE_SAME_HEADING_1),
    ]					,	)
def 					lowercase__				(					__snake_case   :							Union[str, Any]					,	__snake_case   :							int  ):


					'''simple docstring'''


					with pytest.raises(__snake_case					,	match=re.escape(expected_error.format(path='root'  )  )  ):
										ReadMe.from_string(__snake_case					,	__snake_case  )




@pytest.mark.parametrize(
    'readme_md,'					,	[
        (README_MULTIPLE_SAME_HEADING_1),
    ]					,	)
def 					lowercase__				(					__snake_case   :							List[Any]  ):


					'''simple docstring'''


					ReadMe.from_string(__snake_case					,	__snake_case					,	suppress_parsing_errors=__snake_case  )




@pytest.mark.parametrize(
    'readme_md, expected_dict'					,	[
        (README_CORRECT, CORRECT_DICT),
        (README_CORRECT_FOUR_LEVEL, CORRECT_DICT_FOUR_LEVEL),
    ]					,	)
def 					lowercase__				(					__snake_case   :							Any					,	__snake_case   :							str  ):


					'''simple docstring'''


					with tempfile.TemporaryDirectory() as tmp_dir:
										UpperCAmelCase_   :				Optional[Any]						=						Path(__snake_case  ) / 'README.md'
										with open(__snake_case					,	'w+'  ) as readme_file:
															readme_file.write(__snake_case  )
										UpperCAmelCase_   :				List[str]						=						ReadMe.from_readme(__snake_case					,	__snake_case  ).to_dict()
										assert out["name"] == path
										assert out["text"] == ""
										assert out["is_empty_text"]
										assert out["subsections"] == expected_dict["subsections"]




@pytest.mark.parametrize(
    'readme_md, expected_error'					,	[
        (README_NO_YAML, EXPECTED_ERROR_README_NO_YAML),
        (README_EMPTY_YAML, EXPECTED_ERROR_README_EMPTY_YAML),
        (README_INCORRECT_YAML, EXPECTED_ERROR_README_INCORRECT_YAML),
        (README_EMPTY, EXPECTED_ERROR_README_EMPTY),
        (README_NONE_SUBSECTION, EXPECTED_ERROR_README_NONE_SUBSECTION),
        (README_MISSING_FIRST_LEVEL, EXPECTED_ERROR_README_MISSING_FIRST_LEVEL),
        (README_MISSING_SUBSECTION, EXPECTED_ERROR_README_MISSING_SUBSECTION),
        (README_MISSING_TEXT, EXPECTED_ERROR_README_MISSING_TEXT),
        (README_WRONG_FIRST_LEVEL, EXPECTED_ERROR_README_WRONG_FIRST_LEVEL),
        (README_MULTIPLE_WRONG_FIRST_LEVEL, EXPECTED_ERROR_README_MULTIPLE_WRONG_FIRST_LEVEL),
        (README_MISSING_CONTENT, EXPECTED_ERROR_README_MISSING_CONTENT),
    ]					,	)
def 					lowercase__				(					__snake_case   :							List[Any]					,	__snake_case   :							Dict  ):


					'''simple docstring'''


					with tempfile.TemporaryDirectory() as tmp_dir:
										UpperCAmelCase_   :				str						=						Path(__snake_case  ) / 'README.md'
										with open(__snake_case					,	'w+'  ) as readme_file:
															readme_file.write(__snake_case  )
										UpperCAmelCase_   :				Optional[int]						=						expected_error.format(path=__snake_case  )
										with pytest.raises(__snake_case					,	match=re.escape(__snake_case  )  ):
															UpperCAmelCase_   :				int						=						ReadMe.from_readme(__snake_case					,	__snake_case  )
															readme.validate()




@pytest.mark.parametrize(
    'readme_md, expected_error'					,	[
        (README_MULTIPLE_SAME_HEADING_1, EXPECTED_ERROR_README_MULTIPLE_SAME_HEADING_1),
    ]					,	)
def 					lowercase__				(					__snake_case   :							Optional[Any]					,	__snake_case   :							str  ):


					'''simple docstring'''


					with tempfile.TemporaryDirectory() as tmp_dir:
										UpperCAmelCase_   :				Optional[int]						=						Path(__snake_case  ) / 'README.md'
										with open(__snake_case					,	'w+'  ) as readme_file:
															readme_file.write(__snake_case  )
										UpperCAmelCase_   :				List[str]						=						expected_error.format(path=__snake_case  )
										with pytest.raises(__snake_case					,	match=re.escape(__snake_case  )  ):
															ReadMe.from_readme(__snake_case					,	__snake_case  )






@pytest.mark.parametrize(
    'readme_md,'					,	[
        (README_MULTIPLE_SAME_HEADING_1),
    ]					,	)
def 					lowercase__				(					__snake_case   :							Dict  ):


					'''simple docstring'''


					with tempfile.TemporaryDirectory() as tmp_dir:
										UpperCAmelCase_   :				Optional[Any]						=						Path(__snake_case  ) / 'README.md'
										with open(__snake_case					,	'w+'  ) as readme_file:
															readme_file.write(__snake_case  )
										ReadMe.from_readme(__snake_case					,	__snake_case					,	suppress_parsing_errors=__snake_case  )














from __future__ import annotations




def 					lowercase__				(					__snake_case   :							list[int]					,	__snake_case   :							int  ):


					'''simple docstring'''


					if len(__snake_case  ) < k or k < 0:
										raise ValueError('Invalid Input'  )
					UpperCAmelCase_   :				int						=						sum(array[:k]  )
					for i in range(len(__snake_case  ) - k  ):
										UpperCAmelCase_   :				List[Any]						=						current_sum - array[i] + array[i + k]
										UpperCAmelCase_   :				List[Any]						=						max(__snake_case					,	__snake_case  )
					return max_sum


if __name__ == "__main__":
		from doctest import testmod
		from random import randint

		testmod()
		__UpperCAmelCase     							=						[randint(-1000, 1000) for i in range(100)]
		__UpperCAmelCase     							=						randint(0, 110)
		print(F'The maximum sum of {k} consecutive elements is {max_sum_in_array(array,k)}')






