





# Lint as: python3

import hashlib
from typing import Union





def lowerCAmelCase__(__snake_case							)    ->				bytes:







	'''simple docstring'''







	if isinstance(snake_case__	,snake_case__							):
		# Data already in bytes, returns as it as
		return hash_data
	elif isinstance(snake_case__	,snake_case__							):
		# We keep the data as it as for it ot be later encoded to UTF-8
		# However replace `\\` with `/` for Windows compatibility
		lowerCamelCase__        =		hash_data.replace('''\\'''	,'''/'''							)
	elif isinstance(snake_case__	,snake_case__							):
		lowerCamelCase__        =		str(snake_case__							)
	else:
		# If data is not of the required type, raise error
		raise InvalidKeyError(snake_case__							)

	return hash_data.encode('''utf-8'''							)






class  __A   (   UpperCamelCase_			):

			'''simple docstring'''







			def __init__(   self	,  __lowerCAmelCase							):



				'''simple docstring'''







				lowerCamelCase__        =		'''\nFAILURE TO GENERATE DATASET: Invalid key type detected'''
				lowerCamelCase__        =		F'\nFound Key {hash_data} of type {type(__SCREAMING_SNAKE_CASE							)}'
				lowerCamelCase__        =		'''\nKeys should be either str, int or bytes type'''
				super().__init__(F'{self.prefix}{self.err_msg}{self.suffix}'							)






class  __A   (   UpperCamelCase_			):

			'''simple docstring'''







			def __init__(   self	,  __lowerCAmelCase	,  __lowerCAmelCase	,  __lowerCAmelCase=""							):



				'''simple docstring'''







				lowerCamelCase__        =		key
				lowerCamelCase__        =		duplicate_key_indices
				lowerCamelCase__        =		fix_msg
				lowerCamelCase__        =		'''Found multiple examples generated with the same key'''
				if len(__SCREAMING_SNAKE_CASE							) <= 2_0:
					lowerCamelCase__        =		F'\nThe examples at index {", ".join(__SCREAMING_SNAKE_CASE							)} have the key {key}'
				else:
					lowerCamelCase__        =		F'\nThe examples at index {", ".join(duplicate_key_indices[:2_0]							)}... ({len(__SCREAMING_SNAKE_CASE							) - 2_0} more) have the key {key}'
				lowerCamelCase__        =		'''\n''' + fix_msg if fix_msg else ''''''
				super().__init__(F'{self.prefix}{self.err_msg}{self.suffix}'							)






class  __A   :

			'''simple docstring'''







			def __init__(   self	,  __lowerCAmelCase							):



				'''simple docstring'''







				lowerCamelCase__        =		hashlib.mda(_as_bytes(__SCREAMING_SNAKE_CASE							)							)





			def 		__lowerCamelCase    (   self	,  __lowerCAmelCase							):



				'''simple docstring'''







				lowerCamelCase__        =		self._split_mda.copy()
				lowerCamelCase__        =		_as_bytes(__SCREAMING_SNAKE_CASE							)
				mda.update(__SCREAMING_SNAKE_CASE							)
				# Convert to integer with hexadecimal conversion
				return int(mda.hexdigest()	,  1_6							)













import warnings

from .generation import FlaxGenerationMixin






class  __A   (   lowerCAmelCase			):

			'''simple docstring'''







			warnings.warn(
			    """Importing `FlaxGenerationMixin` from `src/transformers/generation_flax_utils.py` is deprecated and will """
			    """be removed in Transformers v5. Import as `from transformers import FlaxGenerationMixin` instead."""      ,    lowerCAmelCase      ,    )



