





'''simple docstring'''

import inspect
import re

from transformers.utils import direct_transformers_import


# All paths are set with the intent you should run this script from the root of the repo with the command
# python utils/check_config_docstrings.py
__lowerCAmelCase							:     List[str]		     ="src/transformers"


# This is to make sure the transformers module imported is the one in the repo.
__lowerCAmelCase							:     Tuple		     =direct_transformers_import(PATH_TO_TRANSFORMERS)

__lowerCAmelCase							:     Dict		     =transformers.models.auto.configuration_auto.CONFIG_MAPPING

# Regex pattern used to find the checkpoint mentioned in the docstring of `config_class`.
# For example, `[bert-base-uncased](https://huggingface.co/bert-base-uncased)`
__lowerCAmelCase							:     Optional[Any]		     =re.compile(R"\[(.+?)\]\((https://huggingface\.co/.+?)\)")


__lowerCAmelCase							:     int		     ={
    "DecisionTransformerConfig",
    "EncoderDecoderConfig",
    "MusicgenConfig",
    "RagConfig",
    "SpeechEncoderDecoderConfig",
    "TimmBackboneConfig",
    "VisionEncoderDecoderConfig",
    "VisionTextDualEncoderConfig",
    "LlamaConfig",
}





def 						UpperCamelCase    (							_lowerCamelCase : str	):
    A__    =      None

    # source code of `config_class`
    A__    =      inspect.getsource(_lowerCamelCase	)
    A__    =      _re_checkpoint.findall(_lowerCamelCase	)

    # Each `checkpoint` is a tuple of a checkpoint name and a checkpoint link.
    # For example, `('bert-base-uncased', 'https://huggingface.co/bert-base-uncased')`
    for ckpt_name, ckpt_link in checkpoints:
        # allow the link to end with `/`
        if ckpt_link.endswith("/"	):
            A__    =      ckpt_link[:-1]

        # verify the checkpoint name corresponds to the checkpoint link
        A__    =      F"https://huggingface.co/{ckpt_name}"
        if ckpt_link == ckpt_link_from_name:
            A__    =      ckpt_name
            break

    return checkpoint





def 						UpperCamelCase    (							):
    A__    =      []

    for config_class in list(CONFIG_MAPPING.values()	):
        # Skip deprecated models
        if "models.deprecated" in config_class.__module__:
            continue
        A__    =      get_checkpoint_from_config_class(_lowerCamelCase	)

        A__    =      config_class.__name__
        if checkpoint is None and name not in CONFIG_CLASSES_TO_IGNORE_FOR_DOCSTRING_CHECKPOINT_CHECK:
            configs_without_checkpoint.append(_lowerCamelCase	)

    if len(_lowerCamelCase	) > 0:
        A__    =      "\n".join(sorted(_lowerCamelCase	)	)
        raise ValueError(F"The following configurations don't contain any valid checkpoint:\n{message}"	)


if __name__ == "__main__":
  check_config_docstrings_have_checkpoints()










'''simple docstring'''

def 						UpperCamelCase    (							_lowerCamelCase : int = 1_00_00_00	):
    A__    =      set(range(3						,	_lowerCamelCase						,	2	)	)
    primes.add(2	)
    for p in range(3						,	_lowerCamelCase						,	2	):
        if p not in primes:
            continue
        primes.difference_update(set(range(p * p						,	_lowerCamelCase						,	_lowerCamelCase	)	)	)

    A__    =      [float(_lowerCamelCase	) for n in range(limit + 1	)]

    for p in primes:
        for n in range(_lowerCamelCase						,	limit + 1						,	_lowerCamelCase	):
            phi[n] *= 1 - 1 / p

    return int(sum(phi[2:]	)	)


if __name__ == "__main__":
  print(f"""{solution() = }""")



