
import math_equivalence  # From: git+https://github.com/hendrycks/math.git

import datasets


lowerCamelCase  ="\\n@article{hendrycksmath2021,\n  title={Measuring Mathematical Problem Solving With the MATH Dataset},\n  author={Dan Hendrycks\n    and Collin Burns\n    and Saurav Kadavath\n    and Akul Arora\n    and Steven Basart\n    and Eric Tang\n    and Dawn Song\n    and Jacob Steinhardt},\n  journal={arXiv preprint arXiv:2103.03874},\n  year={2021}\n}\n"


lowerCamelCase  ="\\nThis metric is used to assess performance on the Mathematics Aptitude Test of Heuristics (MATH) dataset.\nIt first canonicalizes the inputs (e.g., converting \"1/2\" to \"\\frac{1}{2}\") and then computes accuracy.\n"


lowerCamelCase  =R"\nCalculates accuracy after canonicalizing inputs.\n\nArgs:\n    predictions: list of predictions to score. Each prediction\n        is a string that contains natural language and LaTex.\n    references: list of reference for each prediction. Each\n        reference is a string that contains natural language\n        and LaTex.\nReturns:\n    accuracy: accuracy after canonicalizing inputs\n        (e.g., converting \"1/2\" to \"\\frac{1}{2}\")\n\nExamples:\n    >>> metric = datasets.load_metric(\"competition_math\")\n    >>> results = metric.compute(references=[\"\\frac{1}{2}\"], predictions=[\"1/2\"])\n    >>> print(results)\n    {'accuracy': 1.0}\n"




@datasets.utils.file_utils.add_end_docstrings(_DESCRIPTION						,				_KWARGS_DESCRIPTION			)
class 					_lowerCamelCase			(   datasets.Metric			):





     """simple docstring"""







     def  __SCREAMING_SNAKE_CASE      (				self	)	-> Any:




           """simple docstring"""







           return datasets.MetricInfo(
               description=_DESCRIPTION    ,    citation=_CITATION    ,    inputs_description=_KWARGS_DESCRIPTION    ,    features=datasets.Features(
                   {
                       '''predictions''': datasets.Value('''string'''	),
                       '''references''': datasets.Value('''string'''	),
                   }	)    ,    homepage='''https://github.com/hendrycks/math'''    ,    codebase_urls=['''https://github.com/hendrycks/math''']    ,    )






     def  __SCREAMING_SNAKE_CASE      (				self    ,    __SCREAMING_SNAKE_CASE    ,    __SCREAMING_SNAKE_CASE	)	-> Optional[int]:




           """simple docstring"""







           UpperCamelCase__     : List[str]											=					0.0
           for i, j in zip(__SCREAMING_SNAKE_CASE    ,    __SCREAMING_SNAKE_CASE	):
                 n_correct += 1.0 if math_equivalence.is_equiv(__SCREAMING_SNAKE_CASE    ,    __SCREAMING_SNAKE_CASE	) else 0.0
           UpperCamelCase__     : str											=					n_correct / len(__SCREAMING_SNAKE_CASE	)
           return {
               "accuracy": accuracy,
           }




import logging
import os
from logging import (
    CRITICAL,  # NOQA
    DEBUG,  # NOQA
    ERROR,  # NOQA
    FATAL,  # NOQA
    INFO,  # NOQA
    NOTSET,  # NOQA
    WARN,  # NOQA
    WARNING,  # NOQA
)
from typing import Optional

from tqdm import auto as tqdm_lib


lowerCamelCase  ={
    "debug": logging.DEBUG,
    "info": logging.INFO,
    "warning": logging.WARNING,
    "error": logging.ERROR,
    "critical": logging.CRITICAL,
}

lowerCamelCase  =logging.WARNING


def 				SCREAMING_SNAKE_CASE_   (      ):
      UpperCamelCase__     : int											=					os.getenv('''DATASETS_VERBOSITY'''			,		UpperCamelCase__		)
      if env_level_str:
            if env_level_str in log_levels:
                  return log_levels[env_level_str]
            else:
                  logging.getLogger().warning(
                      f'''Unknown option DATASETS_VERBOSITY={env_level_str}, '''
                      f'''has to be one of: { ", ".join(log_levels.keys()		) }'''		)
      return _default_log_level


def 				SCREAMING_SNAKE_CASE_   (      ):
      return __name__.split('''.'''		)[0]


def 				SCREAMING_SNAKE_CASE_   (      ):
      return logging.getLogger(_get_library_name()		)


def 				SCREAMING_SNAKE_CASE_   (      ):
      # Apply our default configuration to the library root logger.
      UpperCamelCase__     : List[Any]											=					_get_library_root_logger()
      library_root_logger.setLevel(_get_default_logging_level()		)


def 				SCREAMING_SNAKE_CASE_   (      ):
      UpperCamelCase__     : List[Any]											=					_get_library_root_logger()
      library_root_logger.setLevel(logging.NOTSET		)


def 				SCREAMING_SNAKE_CASE_   (      UpperCamelCase__ = None		):
      if name is None:
            UpperCamelCase__     : Union[str, Any]											=					_get_library_name()
      return logging.getLogger(UpperCamelCase__		)


def 				SCREAMING_SNAKE_CASE_   (      ):
      return _get_library_root_logger().getEffectiveLevel()


def 				SCREAMING_SNAKE_CASE_   (      UpperCamelCase__		):
      _get_library_root_logger().setLevel(UpperCamelCase__		)


def 				SCREAMING_SNAKE_CASE_   (      ):
      return set_verbosity(UpperCamelCase__		)


def 				SCREAMING_SNAKE_CASE_   (      ):
      return set_verbosity(UpperCamelCase__		)


def 				SCREAMING_SNAKE_CASE_   (      ):
      return set_verbosity(UpperCamelCase__		)


def 				SCREAMING_SNAKE_CASE_   (      ):
      return set_verbosity(UpperCamelCase__		)


def 				SCREAMING_SNAKE_CASE_   (      ):
      UpperCamelCase__     : str											=					False


def 				SCREAMING_SNAKE_CASE_   (      ):
      UpperCamelCase__     : List[Any]											=					True


# Configure the library root logger at the module level (singleton-like)
_configure_library_root_logger()




class 					_lowerCamelCase			:





     """simple docstring"""







     def __init__(				self    ,    *__SCREAMING_SNAKE_CASE    ,    **__SCREAMING_SNAKE_CASE	)	-> int:  # pylint: disable=unused-argument




           """simple docstring"""







           UpperCamelCase__     : Dict											=					args[0] if args else None






     def __iter__(				self	)	-> Dict:




           """simple docstring"""







           return iter(self._iterator	)






     def __getattr__(				self    ,    __SCREAMING_SNAKE_CASE	)	-> Tuple:




           """simple docstring"""







           def empty_fn(*__SCREAMING_SNAKE_CASE    ,    **__SCREAMING_SNAKE_CASE	):  # pylint: disable=unused-argument
                 return

           return empty_fn






     def __enter__(				self	)	-> Optional[int]:




           """simple docstring"""







           return self






     def __exit__(				self    ,    __SCREAMING_SNAKE_CASE    ,    __SCREAMING_SNAKE_CASE    ,    __SCREAMING_SNAKE_CASE	)	-> Dict:




           """simple docstring"""







           return
lowerCamelCase  =True




class 					_lowerCamelCase			:





     """simple docstring"""







     def __call__(				self    ,    *__SCREAMING_SNAKE_CASE    ,    __SCREAMING_SNAKE_CASE=False    ,    **__SCREAMING_SNAKE_CASE	)	-> int:




           """simple docstring"""







           if _tqdm_active and not disable:
                 return tqdm_lib.tqdm(*__SCREAMING_SNAKE_CASE    ,    **__SCREAMING_SNAKE_CASE	)
           else:
                 return EmptyTqdm(*__SCREAMING_SNAKE_CASE    ,    **__SCREAMING_SNAKE_CASE	)






     def  __SCREAMING_SNAKE_CASE      (				self    ,    *__SCREAMING_SNAKE_CASE    ,    **__SCREAMING_SNAKE_CASE	)	-> Tuple:




           """simple docstring"""







           UpperCamelCase__     : Any											=					None
           if _tqdm_active:
                 return tqdm_lib.tqdm.set_lock(*__SCREAMING_SNAKE_CASE    ,    **__SCREAMING_SNAKE_CASE	)






     def  __SCREAMING_SNAKE_CASE      (				self	)	-> Tuple:




           """simple docstring"""







           if _tqdm_active:
                 return tqdm_lib.tqdm.get_lock()
lowerCamelCase  =_tqdm_cls()


def 				SCREAMING_SNAKE_CASE_   (      ):
      global _tqdm_active
      return bool(_tqdm_active		)


def 				SCREAMING_SNAKE_CASE_   (      ):
      global _tqdm_active
      UpperCamelCase__     : Dict											=					True


def 				SCREAMING_SNAKE_CASE_   (      ):
      global _tqdm_active
      UpperCamelCase__     : Union[str, Any]											=					False


