






from collections import Counter
from pathlib import Path
from typing import Optional, Tuple

import yaml


class      lowercase__     (			yaml.SafeLoader	):

	def 		UpperCAmelCase  (							self		,    __UpperCAmelCase       )->					str:







							'''simple docstring'''





							lowerCAmelCase__       =						[self.constructed_objects[key_node] for key_node, _ in node.value]
							lowerCAmelCase__       =						[tuple(a_       ) if isinstance(a_		,    a_       ) else key for key in keys]
							lowerCAmelCase__       =						Counter(a_       )
							lowerCAmelCase__       =						[key for key in counter if counter[key] > 1]
							if duplicate_keys:
													raise TypeError(F"Got duplicate yaml keys: {duplicate_keys}"       )


	def 		UpperCAmelCase  (							self		,    __UpperCAmelCase		,    __UpperCAmelCase=False       )->					Optional[int]:







							'''simple docstring'''





							lowerCAmelCase__       =						super().construct_mapping(a_		,    deep=a_       )
							self._check_no_duplicates_on_constructed_node(a_       )
							return mapping





def        _a  (     UpperCamelCase_					:				str   ) ->   Dict:
						"""simple docstring"""







						lowerCAmelCase__       =						list(readme_content.splitlines()   )
						if full_content and full_content[0] == "---" and "---" in full_content[1:]:
												lowerCAmelCase__       =						full_content[1:].index("---"   ) + 1
												lowerCAmelCase__       =						"""\n""".join(full_content[1:sep_idx]   )
												return yamlblock, "\n".join(full_content[sep_idx + 1 :]   )

						return None, "\n".join(snake_case__   )


class      lowercase__     (			__a	):
	a_         ={"""train_eval_index"""}  # train-eval-index in the YAML metadata

	@classmethod
	def 		UpperCAmelCase  (							cls		,    __UpperCAmelCase       )->					int:







							'''simple docstring'''





							with open(a_		,    encoding="utf-8"       ) as readme_file:
													lowerCAmelCase__       =						_split_yaml_from_readme(readme_file.read()       )
							if yaml_string is not None:
													return cls.from_yaml_string(a_       )
							else:
													return cls()

	def 		UpperCAmelCase  (							self		,    __UpperCAmelCase       )->					Any:







							'''simple docstring'''





							if path.exists():
													with open(a_		,    encoding="utf-8"       ) as readme_file:
																			lowerCAmelCase__       =						readme_file.read()
							else:
													lowerCAmelCase__       =						None
							lowerCAmelCase__       =						self._to_readme(a_       )
							with open(a_		,    "w"		,    encoding="utf-8"       ) as readme_file:
													readme_file.write(a_       )

	def 		UpperCAmelCase  (							self		,    __UpperCAmelCase = None       )->					int:







							'''simple docstring'''





							if readme_content is not None:
													lowerCAmelCase__       =						_split_yaml_from_readme(a_       )
													lowerCAmelCase__       =						"""---\n""" + self.to_yaml_string() + """---\n""" + content
							else:
													lowerCAmelCase__       =						"""---\n""" + self.to_yaml_string() + """---\n"""
							return full_content

	@classmethod
	def 		UpperCAmelCase  (							cls		,    __UpperCAmelCase       )->					int:







							'''simple docstring'''





							lowerCAmelCase__       =						yaml.load(a_		,    Loader=_NoDuplicateSafeLoader       ) or {}

							# Convert the YAML keys to DatasetMetadata fields
							lowerCAmelCase__       =						{
							    (key.replace("-"		,    "_"       ) if key.replace("-"		,    "_"       ) in cls._FIELDS_WITH_DASHES else key): value
							    for key, value in metadata_dict.items()
							}
							return cls(**a_       )


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







							'''simple docstring'''





							return yaml.safe_dump(
							    {
							        (key.replace("_"		,    "-"       ) if key in self._FIELDS_WITH_DASHES else key): value
							        for key, value in self.items()
							    }		,    sort_keys=a_		,    allow_unicode=a_		,    encoding="utf-8"		,    ).decode("utf-8"       )





a_							=    {
    '''image-classification''': [],
    '''translation''': [],
    '''image-segmentation''': [],
    '''fill-mask''': [],
    '''automatic-speech-recognition''': [],
    '''token-classification''': [],
    '''sentence-similarity''': [],
    '''audio-classification''': [],
    '''question-answering''': [],
    '''summarization''': [],
    '''zero-shot-classification''': [],
    '''table-to-text''': [],
    '''feature-extraction''': [],
    '''other''': [],
    '''multiple-choice''': [],
    '''text-classification''': [],
    '''text-to-image''': [],
    '''text2text-generation''': [],
    '''zero-shot-image-classification''': [],
    '''tabular-classification''': [],
    '''tabular-regression''': [],
    '''image-to-image''': [],
    '''tabular-to-text''': [],
    '''unconditional-image-generation''': [],
    '''text-retrieval''': [],
    '''text-to-speech''': [],
    '''object-detection''': [],
    '''audio-to-audio''': [],
    '''text-generation''': [],
    '''conversational''': [],
    '''table-question-answering''': [],
    '''visual-question-answering''': [],
    '''image-to-text''': [],
    '''reinforcement-learning''': [],
    '''voice-activity-detection''': [],
    '''time-series-forecasting''': [],
    '''document-question-answering''': [],
}


if __name__ == "__main__":
	from argparse import ArgumentParser

	a_							=    ArgumentParser(usage='''Validate the yaml metadata block of a README.md file.''')
	ap.add_argument('''readme_filepath''')
	a_							=    ap.parse_args()

	a_							=    Path(args.readme_filepath)
	a_							=    DatasetMetadata.from_readme(readme_filepath)
	print(dataset_metadata)
	dataset_metadata.to_readme(readme_filepath)














# this script reports modified .py files under the desired list of top-level sub-dirs passed as a list of arguments, e.g.:
#   python ./utils/get_modified_files.py utils src tests examples
#
# it uses git to find the forking point and which files were modified - i.e. files not under git won't be considered
# since the output of this script is fed into Makefile commands it doesn't print a newline after the results

import re
import subprocess
import sys


a_							=    subprocess.check_output('''git merge-base main HEAD'''.split()).decode('''utf-8''')
a_							=    subprocess.check_output(F"git diff --name-only {fork_point_sha}".split()).decode('''utf-8''').split()

a_							=    '''|'''.join(sys.argv[1:])
a_							=    re.compile(rF"^({joined_dirs}).*?\.py$")

a_							=    [x for x in modified_files if regex.match(x)]
print(''' '''.join(relevant_modified_files), end='''''')






