


from datasets.utils.patching import _PatchedModuleObj, patch_submodule

from . import _test_patching


def     lowercase	(    ):



		'''simple docstring'''




		import os as original_os
		from os import path as original_path
		from os import rename as original_rename
		from os.path import dirname as original_dirname
		from os.path import join as original_join

		assert _test_patching.os is original_os
		assert _test_patching.path is original_path
		assert _test_patching.join is original_join

		assert _test_patching.renamed_os is original_os
		assert _test_patching.renamed_path is original_path
		assert _test_patching.renamed_join is original_join

		SCREAMING_SNAKE_CASE_				:List[str]				     =						"__test_patch_submodule_mock__"
		with patch_submodule(_test_patching     , "os.path.join"     , a ):
				# Every way to access os.path.join must be patched, and the rest must stay untouched

				# check os.path.join
				assert isinstance(_test_patching.os     , _PatchedModuleObj )
				assert isinstance(_test_patching.os.path     , _PatchedModuleObj )
				assert _test_patching.os.path.join is mock

				# check path.join
				assert isinstance(_test_patching.path     , _PatchedModuleObj )
				assert _test_patching.path.join is mock

				# check join
				assert _test_patching.join is mock

				# check that the other attributes are untouched
				assert _test_patching.os.rename is original_rename
				assert _test_patching.path.dirname is original_dirname
				assert _test_patching.os.path.dirname is original_dirname

				# Even renamed modules or objects must be patched

				# check renamed_os.path.join
				assert isinstance(_test_patching.renamed_os     , _PatchedModuleObj )
				assert isinstance(_test_patching.renamed_os.path     , _PatchedModuleObj )
				assert _test_patching.renamed_os.path.join is mock

				# check renamed_path.join
				assert isinstance(_test_patching.renamed_path     , _PatchedModuleObj )
				assert _test_patching.renamed_path.join is mock

				# check renamed_join
				assert _test_patching.renamed_join is mock

				# check that the other attributes are untouched
				assert _test_patching.renamed_os.rename is original_rename
				assert _test_patching.renamed_path.dirname is original_dirname
				assert _test_patching.renamed_os.path.dirname is original_dirname

		# check that everthing is back to normal when the patch is over

		assert _test_patching.os is original_os
		assert _test_patching.path is original_path
		assert _test_patching.join is original_join

		assert _test_patching.renamed_os is original_os
		assert _test_patching.renamed_path is original_path
		assert _test_patching.renamed_join is original_join


def     lowercase	(    ):



		'''simple docstring'''




		assert _test_patching.open is open

		SCREAMING_SNAKE_CASE_				:str				     =						"__test_patch_submodule_builtin_mock__"
		# _test_patching has "open" in its globals
		assert _test_patching.open is open
		with patch_submodule(_test_patching     , "open"     , a ):
				assert _test_patching.open is mock

		# check that everthing is back to normal when the patch is over

		assert _test_patching.open is open


def     lowercase	(    ):



		'''simple docstring'''




		SCREAMING_SNAKE_CASE_				:Optional[int]				     =						"__test_patch_submodule_missing_mock__"
		with patch_submodule(_test_patching     , "pandas.read_csv"     , a ):
				pass


def     lowercase	(    ):



		'''simple docstring'''




		SCREAMING_SNAKE_CASE_				:Union[str, Any]				     =						"__test_patch_submodule_missing_builtin_mock__"
		# _test_patching doesn't have "len" in its globals
		assert getattr(_test_patching     , "len"     , a ) is None
		with patch_submodule(_test_patching     , "len"     , a ):
				assert _test_patching.len is mock
		assert _test_patching.len is len


def     lowercase	(    ):



		'''simple docstring'''




		SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						"__test_patch_submodule_start_and_stop_mock__"
		SCREAMING_SNAKE_CASE_				:int				     =						patch_submodule(_test_patching     , "open"     , a )
		assert _test_patching.open is open
		patch.start()
		assert _test_patching.open is mock
		patch.stop()
		assert _test_patching.open is open


def     lowercase	(    ):



		'''simple docstring'''




		from os import rename as original_rename
		from os.path import dirname as original_dirname
		from os.path import join as original_join

		SCREAMING_SNAKE_CASE_				:Union[str, Any]				     =						"__test_patch_submodule_successive_join__"
		SCREAMING_SNAKE_CASE_				:List[Any]				     =						"__test_patch_submodule_successive_dirname__"
		SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						"__test_patch_submodule_successive_rename__"
		assert _test_patching.os.path.join is original_join
		assert _test_patching.os.path.dirname is original_dirname
		assert _test_patching.os.rename is original_rename

		with patch_submodule(_test_patching     , "os.path.join"     , a ):
				with patch_submodule(_test_patching     , "os.rename"     , a ):
						with patch_submodule(_test_patching     , "os.path.dirname"     , a ):
								assert _test_patching.os.path.join is mock_join
								assert _test_patching.os.path.dirname is mock_dirname
								assert _test_patching.os.rename is mock_rename

    # try another order
		with patch_submodule(_test_patching     , "os.rename"     , a ):
				with patch_submodule(_test_patching     , "os.path.join"     , a ):
						with patch_submodule(_test_patching     , "os.path.dirname"     , a ):
								assert _test_patching.os.path.join is mock_join
								assert _test_patching.os.path.dirname is mock_dirname
								assert _test_patching.os.rename is mock_rename

		assert _test_patching.os.path.join is original_join
		assert _test_patching.os.path.dirname is original_dirname
		assert _test_patching.os.rename is original_rename


def     lowercase	(    ):



		'''simple docstring'''




		SCREAMING_SNAKE_CASE_				:Tuple				     =						"__test_patch_submodule_doesnt_exist_mock__"
		with patch_submodule(_test_patching     , "__module_that_doesn_exist__.__attribute_that_doesn_exist__"     , a ):
				pass
		with patch_submodule(_test_patching     , "os.__attribute_that_doesn_exist__"     , a ):
				pass










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

import yaml



class 						_UpperCAmelCase      (     yaml.SafeLoader							):






		def _snake_case		(						self				:     Dict   ,  UpperCAmelCase				:     Union[str, Any]):
				SCREAMING_SNAKE_CASE_				:List[Any]				     =						[self.constructed_objects[key_node] for key_node, _ in node.value]
				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						[tuple(UpperCAmelCase) if isinstance(UpperCAmelCase   ,  UpperCAmelCase) else key for key in keys]
				SCREAMING_SNAKE_CASE_				:List[Any]				     =						Counter(UpperCAmelCase)
				SCREAMING_SNAKE_CASE_				:str				     =						[key for key in counter if counter[key] > 1]
				if duplicate_keys:
						raise TypeError(F"Got duplicate yaml keys: {duplicate_keys}")







		def _snake_case		(						self				:     int   ,  UpperCAmelCase				:     Union[str, Any]   ,  UpperCAmelCase				:     Union[str, Any]=False):
				SCREAMING_SNAKE_CASE_				:Optional[int]				     =						super().construct_mapping(UpperCAmelCase   ,  deep=UpperCAmelCase)
				self._check_no_duplicates_on_constructed_node(UpperCAmelCase)
				return mapping




def     lowercase	(    a ):



		'''simple docstring'''




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

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



class 						_UpperCAmelCase      (     lowercase							):
		# class attributes
		lowerCamelCase_	:			List[Any]       			=  {"""train_eval_index"""}  # train-eval-index in the YAML metadata






		@classmethod
		def _snake_case		(						cls				:     Optional[int]   ,  UpperCAmelCase				:     Path):
				with open(UpperCAmelCase   ,  encoding="utf-8") as readme_file:
						SCREAMING_SNAKE_CASE_     ,				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						_split_yaml_from_readme(readme_file.read())
				if yaml_string is not None:
						return cls.from_yaml_string(UpperCAmelCase)
				else:
						return cls()






		def _snake_case		(						self				:     Dict   ,  UpperCAmelCase				:     Path):
				if path.exists():
						with open(UpperCAmelCase   ,  encoding="utf-8") as readme_file:
								SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						readme_file.read()
				else:
						SCREAMING_SNAKE_CASE_				:List[str]				     =						None
				SCREAMING_SNAKE_CASE_				:List[Any]				     =						self._to_readme(UpperCAmelCase)
				with open(UpperCAmelCase   ,  "w"   ,  encoding="utf-8") as readme_file:
						readme_file.write(UpperCAmelCase)






		def _snake_case		(						self				:     Union[str, Any]   ,  UpperCAmelCase				:     Optional[str] = None):
				if readme_content is not None:
						SCREAMING_SNAKE_CASE_     ,				SCREAMING_SNAKE_CASE_				:List[str]				     =						_split_yaml_from_readme(UpperCAmelCase)
						SCREAMING_SNAKE_CASE_				:int				     =						"---\n" + self.to_yaml_string() + "---\n" + content
				else:
						SCREAMING_SNAKE_CASE_				:Any				     =						"---\n" + self.to_yaml_string() + "---\n"
				return full_content






		@classmethod
		def _snake_case		(						cls				:     List[str]   ,  UpperCAmelCase				:     str):
				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						yaml.load(UpperCAmelCase   ,  Loader=_NoDuplicateSafeLoader) or {}

				# Convert the YAML keys to DatasetMetadata fields
				SCREAMING_SNAKE_CASE_				:Union[str, Any]				     =						{
				    (key.replace("-"   ,  "_") if key.replace("-"   ,  "_") in cls._FIELDS_WITH_DASHES else key): value
				    for key, value in metadata_dict.items()
				}
				return cls(**UpperCAmelCase)







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




SCREAMING_SNAKE_CASE__     					=			{
    "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

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

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






