






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
_a    :   Tuple        =			"""src/transformers"""


# This is to make sure the transformers module imported is the one in the repo.
_a    :   List[Any]        =			direct_transformers_import(PATH_TO_TRANSFORMERS)

_a    :   Tuple        =			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)`
_a    :   Optional[int]        =			re.compile(R"""\[(.+?)\]\((https://huggingface\.co/.+?)\)""")


_a    :   List[str]        =			{
    """DecisionTransformerConfig""",
    """EncoderDecoderConfig""",
    """MusicgenConfig""",
    """RagConfig""",
    """SpeechEncoderDecoderConfig""",
    """TimmBackboneConfig""",
    """VisionEncoderDecoderConfig""",
    """VisionTextDualEncoderConfig""",
    """LlamaConfig""",
}


def 				snake_case__							(							UpperCAmelCase							:  Tuple       ):
    lowerCAmelCase__   :Tuple      							=				None

    # source code of `config_class`
    lowerCAmelCase__   :List[Any]      							=				inspect.getsource(UpperCAmelCase       )
    lowerCAmelCase__   :str      							=				_re_checkpoint.findall(UpperCAmelCase       )

    # 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("/"       ):
            lowerCAmelCase__   :int      							=				ckpt_link[:-1]

        # verify the checkpoint name corresponds to the checkpoint link
        lowerCAmelCase__   :Union[str, Any]      							=				F'''https://huggingface.co/{ckpt_name}'''
        if ckpt_link == ckpt_link_from_name:
            lowerCAmelCase__   :List[str]      							=				ckpt_name
            break

    return checkpoint


def 				snake_case__							(							):
    lowerCAmelCase__   :int      							=				[]

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

        lowerCAmelCase__   :Tuple      							=				config_class.__name__
        if checkpoint is None and name not in CONFIG_CLASSES_TO_IGNORE_FOR_DOCSTRING_CHECKPOINT_CHECK:
            configs_without_checkpoint.append(UpperCAmelCase       )

    if len(UpperCAmelCase       ) > 0:
        lowerCAmelCase__   :Optional[int]      							=				"\n".join(sorted(UpperCAmelCase       )       )
        raise ValueError(F'''The following configurations don\'t contain any valid checkpoint:\n{message}'''       )


if __name__ == "__main__":
 check_config_docstrings_have_checkpoints()











def 				snake_case__							(							UpperCAmelCase							:  Tuple       ):
    lowerCAmelCase__   :List[Any]      							=				len(UpperCAmelCase       )
    for i in range(length - 1       ):
        lowerCAmelCase__   :Union[str, Any]      							=				i
        for k in range(i + 1    ,			UpperCAmelCase       ):
            if collection[k] < collection[least]:
                lowerCAmelCase__   :Any      							=				k
        if least != i:
            lowerCAmelCase__							,lowerCAmelCase__   :int      							=				(collection[i], collection[least])
    return collection


if __name__ == "__main__":
 _a    :   Optional[int]        =			input("""Enter numbers separated by a comma:\n""").strip()
 _a    :   Any        =			[int(item) for item in user_input.split(""",""")]
 print(selection_sort(unsorted))



