





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     _UpperCamelCase     (a__   :Optional[Any]   ,			a__   :Tuple       ):






							"""simple docstring"""





							assert ReadMe.from_string(a__   ,			a__       ).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     _UpperCamelCase     (a__   :Dict   ,			a__   :Any       ):






							"""simple docstring"""





							with pytest.raises(a__   ,			match=re.escape(expected_error.format(path="""root"""       )       )       ):
														UpperCamelCase__				     =			ReadMe.from_string(a__   ,			a__       )
														readme.validate()





@pytest.mark.parametrize(
    """readme_md, expected_error"""   ,			[
        (README_MULTIPLE_SAME_HEADING_1, EXPECTED_ERROR_README_MULTIPLE_SAME_HEADING_1),
    ]   ,			)
def     _UpperCamelCase     (a__   :int   ,			a__   :List[Any]       ):






							"""simple docstring"""





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





@pytest.mark.parametrize(
    """readme_md,"""   ,			[
        (README_MULTIPLE_SAME_HEADING_1),
    ]   ,			)
def     _UpperCamelCase     (a__   :str       ):






							"""simple docstring"""





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





@pytest.mark.parametrize(
    """readme_md, expected_dict"""   ,			[
        (README_CORRECT, CORRECT_DICT),
        (README_CORRECT_FOUR_LEVEL, CORRECT_DICT_FOUR_LEVEL),
    ]   ,			)
def     _UpperCamelCase     (a__   :Optional[Any]   ,			a__   :str       ):






							"""simple docstring"""





							with tempfile.TemporaryDirectory() as tmp_dir:
														UpperCamelCase__				     =			Path(a__       ) / """README.md"""
														with open(a__   ,			"""w+"""       ) as readme_file:
																					readme_file.write(a__       )
														UpperCamelCase__				     =			ReadMe.from_readme(a__   ,			a__       ).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     _UpperCamelCase     (a__   :Optional[int]   ,			a__   :Union[str, Any]       ):






							"""simple docstring"""





							with tempfile.TemporaryDirectory() as tmp_dir:
														UpperCamelCase__				     =			Path(a__       ) / """README.md"""
														with open(a__   ,			"""w+"""       ) as readme_file:
																					readme_file.write(a__       )
														UpperCamelCase__				     =			expected_error.format(path=a__       )
														with pytest.raises(a__   ,			match=re.escape(a__       )       ):
																					UpperCamelCase__				     =			ReadMe.from_readme(a__   ,			a__       )
																					readme.validate()





@pytest.mark.parametrize(
    """readme_md, expected_error"""   ,			[
        (README_MULTIPLE_SAME_HEADING_1, EXPECTED_ERROR_README_MULTIPLE_SAME_HEADING_1),
    ]   ,			)
def     _UpperCamelCase     (a__   :Optional[int]   ,			a__   :Any       ):






							"""simple docstring"""





							with tempfile.TemporaryDirectory() as tmp_dir:
														UpperCamelCase__				     =			Path(a__       ) / """README.md"""
														with open(a__   ,			"""w+"""       ) as readme_file:
																					readme_file.write(a__       )
														UpperCamelCase__				     =			expected_error.format(path=a__       )
														with pytest.raises(a__   ,			match=re.escape(a__       )       ):
																					ReadMe.from_readme(a__   ,			a__       )





@pytest.mark.parametrize(
    """readme_md,"""   ,			[
        (README_MULTIPLE_SAME_HEADING_1),
    ]   ,			)
def     _UpperCamelCase     (a__   :Union[str, Any]       ):






							"""simple docstring"""





							with tempfile.TemporaryDirectory() as tmp_dir:
														UpperCamelCase__				     =			Path(a__       ) / """README.md"""
														with open(a__   ,			"""w+"""       ) as readme_file:
																					readme_file.write(a__       )
														ReadMe.from_readme(a__   ,			a__   ,			suppress_parsing_errors=a__       )











from typing import Any





def     _UpperCamelCase     (a__   :list       ):






							"""simple docstring"""





							if not input_list:
														return []
							UpperCamelCase__				     =			[input_list.count(a__       ) for value in input_list]
							UpperCamelCase__				     =			max(a__       )  # Gets the maximum count in the input list.
							# Gets values of modes
							return sorted({input_list[i] for i, value in enumerate(a__       ) if value == y}       )


if __name__ == "__main__":
					import doctest

					doctest.testmod()




