
'''simple docstring'''
from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowercase__						       =      logging.get_logger(__name__)

lowercase__						       =      {
    "microsoft/markuplm-base": "https://huggingface.co/microsoft/markuplm-base/resolve/main/config.json",
    "microsoft/markuplm-large": "https://huggingface.co/microsoft/markuplm-large/resolve/main/config.json",
}






class 	snake_case__       (      __SCREAMING_SNAKE_CASE					):







		"""simple docstring"""

		lowerCamelCase     							=						"""markuplm"""



		def __init__(      self				:			Optional[Any]  ,	UpperCamelCase__				:			Any=3_0522  ,	UpperCamelCase__				:			Any=768  ,	UpperCamelCase__				:			List[Any]=12  ,	UpperCamelCase__				:			str=12  ,	UpperCamelCase__				:			int=3072  ,	UpperCamelCase__				:			Any="gelu"  ,	UpperCamelCase__				:			Tuple=0.1  ,	UpperCamelCase__				:			Tuple=0.1  ,	UpperCamelCase__				:			Any=512  ,	UpperCamelCase__				:			Union[str, Any]=2  ,	UpperCamelCase__				:			Dict=0.02  ,	UpperCamelCase__				:			Tuple=1e-1_2  ,	UpperCamelCase__				:			Dict=0  ,	UpperCamelCase__				:			Any=0  ,	UpperCamelCase__				:			List[Any]=2  ,	UpperCamelCase__				:			Optional[Any]=256  ,	UpperCamelCase__				:			List[str]=1024  ,	UpperCamelCase__				:			Union[str, Any]=216  ,	UpperCamelCase__				:			List[str]=1001  ,	UpperCamelCase__				:			str=32  ,	UpperCamelCase__				:			Tuple=50  ,	UpperCamelCase__				:			Any="absolute"  ,	UpperCamelCase__				:			Optional[int]=True  ,	UpperCamelCase__				:			List[str]=None  ,	**UpperCamelCase__				:			int  ,	)						->			Dict:






				"""simple docstring"""







				super().__init__(
				    pad_token_id=__UpperCAmelCase  ,	bos_token_id=__UpperCAmelCase  ,	eos_token_id=__UpperCAmelCase  ,	**__UpperCAmelCase  ,	)
				snake_case  :       Tuple     			=						vocab_size
				snake_case  :       List[str]     			=						hidden_size
				snake_case  :       Dict     			=						num_hidden_layers
				snake_case  :       int     			=						num_attention_heads
				snake_case  :       str     			=						hidden_act
				snake_case  :       Dict     			=						intermediate_size
				snake_case  :       Tuple     			=						hidden_dropout_prob
				snake_case  :       Optional[Any]     			=						attention_probs_dropout_prob
				snake_case  :       Dict     			=						max_position_embeddings
				snake_case  :       int     			=						type_vocab_size
				snake_case  :       str     			=						initializer_range
				snake_case  :       Optional[Any]     			=						layer_norm_eps
				snake_case  :       str     			=						position_embedding_type
				snake_case  :       Optional[int]     			=						use_cache
				snake_case  :       Tuple     			=						classifier_dropout
				# additional properties
				snake_case  :       Union[str, Any]     			=						max_depth
				snake_case  :       Tuple     			=						max_xpath_tag_unit_embeddings
				snake_case  :       Dict     			=						max_xpath_subs_unit_embeddings
				snake_case  :       Union[str, Any]     			=						tag_pad_id
				snake_case  :       Optional[Any]     			=						subs_pad_id
				snake_case  :       int     			=						xpath_unit_hidden_size










from __future__ import annotations






class 						lowercase_   :






      '''simple docstring'''




      def __init__( self :		List[str]					,   __UpperCAmelCase :		int    )       ->None:




       """simple docstring"""


       a						    = order

       # a_{0} ... a_{k}
       a						    = [1.0] + [0.0] * order
       # b_{0} ... b_{k}
       a						    = [1.0] + [0.0] * order

       # x[n-1] ... x[n-k]
       a						    = [0.0] * self.order
       # y[n-1] ... y[n-k]
       a						    = [0.0] * self.order







      def  __lowerCAmelCase   ( self :		Union[str, Any]					,   __UpperCAmelCase :		list[float]					,   __UpperCAmelCase :		list[float]    )       ->None:




       """simple docstring"""


       if len(__UpperCAmelCase    ) < self.order:
        a						    = [1.0, *a_coeffs]

       if len(__UpperCAmelCase    ) != self.order + 1:
        a						    = (
            F"""Expected a_coeffs to have {self.order + 1} elements """
            F"""for {self.order}-order filter, got {len(__UpperCAmelCase    )}"""
        )
        raise ValueError(__UpperCAmelCase    )

       if len(__UpperCAmelCase    ) != self.order + 1:
        a						    = (
            F"""Expected b_coeffs to have {self.order + 1} elements """
            F"""for {self.order}-order filter, got {len(__UpperCAmelCase    )}"""
        )
        raise ValueError(__UpperCAmelCase    )

       a						    = a_coeffs
       a						    = b_coeffs







      def  __lowerCAmelCase   ( self :		Any					,   __UpperCAmelCase :		float    )       ->float:




       """simple docstring"""


       a						    = 0.0

       # Start at index 1 and do index 0 at the end.
       for i in range(1					,   self.order + 1    ):
        result += (
            self.b_coeffs[i] * self.input_history[i - 1]
            - self.a_coeffs[i] * self.output_history[i - 1]
        )

       a						    = (result + self.b_coeffs[0] * sample) / self.a_coeffs[0]

       a						    = self.input_history[:-1]
       a						    = self.output_history[:-1]

       a						    = sample
       a						    = result

       return result


