


from ..utils import deprecate
from .attention_processor import (  # noqa: F401
    Attention,
    AttentionProcessor,
    AttnAddedKVProcessor,
    AttnProcessor2_0,
    LoRAAttnProcessor,
    LoRALinearLayer,
    LoRAXFormersAttnProcessor,
    SlicedAttnAddedKVProcessor,
    SlicedAttnProcessor,
    XFormersAttnProcessor,
)
from .attention_processor import AttnProcessor as AttnProcessorRename  # noqa: F401


deprecate(
    "cross_attention",
    "0.20.0",
    "Importing from cross_attention is deprecated. Please import from diffusers.models.attention_processor instead.",
    standard_warn=False,
)


A_														=      AttentionProcessor

class 						snake_case			(       lowerCAmelCase__	):
   '''simple docstring'''

   def __init__(	self     :     Optional[Any]							,							*lowerCAmelCase_     :     Any							,							**lowerCAmelCase_     :     Optional[Any]					)					->					int:




        """simple docstring"""






        SCREAMING_SNAKE_CASE_	      =       F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'					)					)} instead.'''
        deprecate('''cross_attention'''							,							'''0.20.0'''							,							lowerCAmelCase_							,							standard_warn=lowerCAmelCase_					)
        super().__init__(*lowerCAmelCase_							,							**lowerCAmelCase_					)

class 						snake_case			(       lowerCAmelCase__	):
   '''simple docstring'''

   def __init__(	self     :     Optional[Any]							,							*lowerCAmelCase_     :     Tuple							,							**lowerCAmelCase_     :     List[Any]					)					->					Any:




        """simple docstring"""






        SCREAMING_SNAKE_CASE_	      =       F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'					)					)} instead.'''
        deprecate('''cross_attention'''							,							'''0.20.0'''							,							lowerCAmelCase_							,							standard_warn=lowerCAmelCase_					)
        super().__init__(*lowerCAmelCase_							,							**lowerCAmelCase_					)

class 						snake_case			(       lowerCAmelCase__	):
   '''simple docstring'''

   def __init__(	self     :     List[Any]							,							*lowerCAmelCase_     :     Optional[int]							,							**lowerCAmelCase_     :     Dict					)					->					Tuple:




        """simple docstring"""






        SCREAMING_SNAKE_CASE_	      =       F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'					)					)} instead.'''
        deprecate('''cross_attention'''							,							'''0.20.0'''							,							lowerCAmelCase_							,							standard_warn=lowerCAmelCase_					)
        super().__init__(*lowerCAmelCase_							,							**lowerCAmelCase_					)

class 						snake_case			(       lowerCAmelCase__	):
   '''simple docstring'''

   def __init__(	self     :     Optional[Any]							,							*lowerCAmelCase_     :     Dict							,							**lowerCAmelCase_     :     int					)					->					str:




        """simple docstring"""






        SCREAMING_SNAKE_CASE_	      =       F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'					)					)} instead.'''
        deprecate('''cross_attention'''							,							'''0.20.0'''							,							lowerCAmelCase_							,							standard_warn=lowerCAmelCase_					)
        super().__init__(*lowerCAmelCase_							,							**lowerCAmelCase_					)

class 						snake_case			(       lowerCAmelCase__	):
   '''simple docstring'''

   def __init__(	self     :     str							,							*lowerCAmelCase_     :     List[str]							,							**lowerCAmelCase_     :     Any					)					->					Optional[int]:




        """simple docstring"""






        SCREAMING_SNAKE_CASE_	      =       F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'					)					)} instead.'''
        deprecate('''cross_attention'''							,							'''0.20.0'''							,							lowerCAmelCase_							,							standard_warn=lowerCAmelCase_					)
        super().__init__(*lowerCAmelCase_							,							**lowerCAmelCase_					)

class 						snake_case			(       lowerCAmelCase__	):
   '''simple docstring'''

   def __init__(	self     :     List[Any]							,							*lowerCAmelCase_     :     int							,							**lowerCAmelCase_     :     Tuple					)					->					Optional[Any]:




        """simple docstring"""






        SCREAMING_SNAKE_CASE_	      =       F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'					)					)} instead.'''
        deprecate('''cross_attention'''							,							'''0.20.0'''							,							lowerCAmelCase_							,							standard_warn=lowerCAmelCase_					)
        super().__init__(*lowerCAmelCase_							,							**lowerCAmelCase_					)

class 						snake_case			(       lowerCAmelCase__	):
   '''simple docstring'''

   def __init__(	self     :     List[Any]							,							*lowerCAmelCase_     :     List[str]							,							**lowerCAmelCase_     :     Optional[int]					)					->					Optional[int]:




        """simple docstring"""






        SCREAMING_SNAKE_CASE_	      =       F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'					)					)} instead.'''
        deprecate('''cross_attention'''							,							'''0.20.0'''							,							lowerCAmelCase_							,							standard_warn=lowerCAmelCase_					)
        super().__init__(*lowerCAmelCase_							,							**lowerCAmelCase_					)

class 						snake_case			(       lowerCAmelCase__	):
   '''simple docstring'''

   def __init__(	self     :     Tuple							,							*lowerCAmelCase_     :     Union[str, Any]							,							**lowerCAmelCase_     :     str					)					->					Any:




        """simple docstring"""






        SCREAMING_SNAKE_CASE_	      =       F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'					)					)} instead.'''
        deprecate('''cross_attention'''							,							'''0.20.0'''							,							lowerCAmelCase_							,							standard_warn=lowerCAmelCase_					)
        super().__init__(*lowerCAmelCase_							,							**lowerCAmelCase_					)






import unittest

from transformers import load_tool
from transformers.tools.agent_types import AGENT_TYPE_MAPPING

from .test_tools_common import ToolTesterMixin, output_types

class 						snake_case			(       unittest.TestCase	, lowerCAmelCase__	):
			'''simple docstring'''

			def _lowercase (	self     :     List[Any]					)					->					Optional[Any]:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       load_tool('''translation'''					)
								self.tool.setup()
								SCREAMING_SNAKE_CASE_	      =       load_tool('''translation'''							,							remote=lowerCAmelCase_					)

			def _lowercase (	self     :     Tuple					)					->					str:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       self.tool('''Hey, what\'s up?'''							,							src_lang='''English'''							,							tgt_lang='''French'''					)
								self.assertEqual(lowerCAmelCase_							,							'''- Hé, comment ça va?'''					)

			def _lowercase (	self     :     Optional[Any]					)					->					int:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       self.remote_tool('''Hey, what\'s up?'''							,							src_lang='''English'''							,							tgt_lang='''French'''					)
								self.assertEqual(lowerCAmelCase_							,							'''- Hé, comment ça va?'''					)

			def _lowercase (	self     :     Optional[int]					)					->					str:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       self.tool(text='''Hey, what\'s up?'''							,							src_lang='''English'''							,							tgt_lang='''French'''					)
								self.assertEqual(lowerCAmelCase_							,							'''- Hé, comment ça va?'''					)

			def _lowercase (	self     :     str					)					->					List[str]:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       self.remote_tool(text='''Hey, what\'s up?'''							,							src_lang='''English'''							,							tgt_lang='''French'''					)
								self.assertEqual(lowerCAmelCase_							,							'''- Hé, comment ça va?'''					)

			def _lowercase (	self     :     Optional[int]					)					->					Dict:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       ['''Hey, what\'s up?''', '''English''', '''Spanish''']
								SCREAMING_SNAKE_CASE_	      =       self.tool(*lowerCAmelCase_					)

								# There is a single output
								if len(self.tool.outputs					) == 1:
													SCREAMING_SNAKE_CASE_	      =       [outputs]

								self.assertListEqual(output_types(lowerCAmelCase_					)							,							self.tool.outputs					)

			def _lowercase (	self     :     Optional[int]					)					->					List[str]:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       ['''Hey, what\'s up?''', '''English''', '''Spanish''']
								SCREAMING_SNAKE_CASE_	      =       self.tool(*lowerCAmelCase_					)

								if not isinstance(lowerCAmelCase_							,							lowerCAmelCase_					):
													SCREAMING_SNAKE_CASE_	      =       [outputs]

								self.assertEqual(len(lowerCAmelCase_					)							,							len(self.tool.outputs					)					)

								for output, output_type in zip(lowerCAmelCase_							,							self.tool.outputs					):
													SCREAMING_SNAKE_CASE_	      =       AGENT_TYPE_MAPPING[output_type]
													self.assertTrue(isinstance(lowerCAmelCase_							,							lowerCAmelCase_					)					)




			def _lowercase (	self     :     Tuple					)					->					int:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       ['''Hey, what\'s up?''', '''English''', '''Spanish''']

								SCREAMING_SNAKE_CASE_	      =       []

								for _input, input_type in zip(lowerCAmelCase_							,							self.tool.inputs					):
													if isinstance(lowerCAmelCase_							,							lowerCAmelCase_					):
																		_inputs.append([AGENT_TYPE_MAPPING[_input_type](_input					) for _input_type in input_type]					)
													else:
																		_inputs.append(AGENT_TYPE_MAPPING[input_type](_input					)					)

        # Should not raise an error
								SCREAMING_SNAKE_CASE_	      =       self.tool(*lowerCAmelCase_					)

								if not isinstance(lowerCAmelCase_							,							lowerCAmelCase_					):
													SCREAMING_SNAKE_CASE_	      =       [outputs]

								self.assertEqual(len(lowerCAmelCase_					)							,							len(self.tool.outputs					)					)


