



"""simple docstring"""





from hashlib import mda, shaaaa

lowerCamelCase          =						(shaaaa, mda)
class       lowercase__   :







       '''simple docstring'''


       def __init__(							self			:  Any		,				_UpperCAmelCase			:  str = 8    ) ->						Optional[int]:


             '''simple docstring'''




             UpperCAmelCase_			 =							0b0
             UpperCAmelCase_			 =							size



       def      lowercase__				(							self			:  int		,				_UpperCAmelCase			:  Union[str, Any]    ) ->						str:


             '''simple docstring'''




             UpperCAmelCase_			 =							self.hash_(lowercase_    )
             self.bitarray |= h



       def      lowercase__				(							self			:  Dict		,				_UpperCAmelCase			:  Dict    ) ->						int:


             '''simple docstring'''




             UpperCAmelCase_			 =							self.hash_(lowercase_    )
             return (h & self.bitarray) == h



       def __contains__(							self			:  List[str]		,				_UpperCAmelCase			:  str    ) ->						Union[str, Any]:


             '''simple docstring'''




             return self.exists(lowercase_    )



       def      lowercase__				(							self			:  Dict		,				_UpperCAmelCase			:  Tuple    ) ->						Union[str, Any]:


             '''simple docstring'''




             UpperCAmelCase_			 =							bin(lowercase_    )[2:]
             return res.zfill(self.size    )



       @property
       def      lowercase__				(							self			:  List[Any]    ) ->						Optional[Any]:


             '''simple docstring'''




             return self.format_bin(self.bitarray    )



       def      lowercase__				(							self			:  Optional[int]		,				_UpperCAmelCase			:  Tuple    ) ->						Optional[int]:


             '''simple docstring'''




             UpperCAmelCase_			 =							0b0
             for func in HASH_FUNCTIONS:
                   UpperCAmelCase_			 =							(
                       int.from_bytes(func(value.encode()    ).digest()		,				"little"    ) % self.size
                   )
                   res |= 2**position
             return res



       def      lowercase__				(							self			:  int		,				_UpperCAmelCase			:  Optional[Any]    ) ->						List[str]:


             '''simple docstring'''




             return self.format_bin(self.hash_(lowercase_    )    )







       @property
       def      lowercase__				(							self			:  List[str]    ) ->						Any:


             '''simple docstring'''




             UpperCAmelCase_			 =							bin(self.bitarray    ).count("1"    )
             return (n_ones / self.size) ** len(lowercase_    )





import unittest

import numpy as np

from transformers import is_tf_available
from transformers.testing_utils import require_tf


if is_tf_available():
				import tensorflow as tf

				from transformers.activations_tf import get_tf_activation



@require_tf
class    lowercase_    (     unittest.TestCase		):



							def        UpperCamelCase       (						self				):
													_snake_case						:     int				=    tf.constant([-100, -1.0, -0.1, 0, 0.1, 1.0, 100.0]				)
													_snake_case						:     List[Any]				=    get_tf_activation("gelu"				)
													_snake_case						:     Any				=    get_tf_activation("gelu_10"				)

													_snake_case						:     Dict				=    gelu(lowercase_				)
													_snake_case						:     Optional[int]				=    geluaa(lowercase_				)

													_snake_case						:     Tuple				=    tf.where(y_gelu_aa < 10.0      ,				1.0      ,				0.0				)

													self.assertEqual(tf.math.reduce_max(lowercase_				).numpy().item()      ,				10.0				)
													self.assertTrue(np.allclose(y_gelu * clipped_mask      ,				y_gelu_aa * clipped_mask				)				)



							def        UpperCamelCase       (						self				):
													get_tf_activation("gelu"				)
													get_tf_activation("gelu_10"				)
													get_tf_activation("gelu_fast"				)
													get_tf_activation("gelu_new"				)
													get_tf_activation("glu"				)
													get_tf_activation("mish"				)
													get_tf_activation("quick_gelu"				)
													get_tf_activation("relu"				)
													get_tf_activation("sigmoid"				)
													get_tf_activation("silu"				)
													get_tf_activation("swish"				)
													get_tf_activation("tanh"				)
													with self.assertRaises(lowercase_				):
																			get_tf_activation("bogus"				)
													with self.assertRaises(lowercase_				):
																			get_tf_activation(lowercase_				)