






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,
)


UpperCamelCase											=      AttentionProcessor




class 	lowerCamelCase__				(							UpperCAmelCase ):






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


       """simple docstring"""






       lowerCamelCase_							:    Dict							=     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'		,		_snake_case		,		standard_warn=_snake_case		)
       super().__init__(*_snake_case		,		**_snake_case		)




class 	lowerCamelCase__				(							UpperCAmelCase ):






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


       """simple docstring"""






       lowerCamelCase_							:    List[Any]							=     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'		,		_snake_case		,		standard_warn=_snake_case		)
       super().__init__(*_snake_case		,		**_snake_case		)




class 	lowerCamelCase__				(							UpperCAmelCase ):






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


       """simple docstring"""






       lowerCamelCase_							:    Any							=     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'		,		_snake_case		,		standard_warn=_snake_case		)
       super().__init__(*_snake_case		,		**_snake_case		)




class 	lowerCamelCase__				(							UpperCAmelCase ):






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


       """simple docstring"""






       lowerCamelCase_							:    Dict							=     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'		,		_snake_case		,		standard_warn=_snake_case		)
       super().__init__(*_snake_case		,		**_snake_case		)




class 	lowerCamelCase__				(							UpperCAmelCase ):






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


       """simple docstring"""






       lowerCamelCase_							:    List[Any]							=     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'		,		_snake_case		,		standard_warn=_snake_case		)
       super().__init__(*_snake_case		,		**_snake_case		)




class 	lowerCamelCase__				(							UpperCAmelCase ):






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


       """simple docstring"""






       lowerCamelCase_							:    Tuple							=     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'		,		_snake_case		,		standard_warn=_snake_case		)
       super().__init__(*_snake_case		,		**_snake_case		)




class 	lowerCamelCase__				(							UpperCAmelCase ):






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


       """simple docstring"""






       lowerCamelCase_							:    Union[str, Any]							=     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'		,		_snake_case		,		standard_warn=_snake_case		)
       super().__init__(*_snake_case		,		**_snake_case		)




class 	lowerCamelCase__				(							UpperCAmelCase ):






      def __init__(self					:    Optional[Any]		,		*_snake_case					:    Tuple		,		**_snake_case					:    str		)       ->   str:


       """simple docstring"""






       lowerCamelCase_							:    Tuple							=     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'		,		_snake_case		,		standard_warn=_snake_case		)
       super().__init__(*_snake_case		,		**_snake_case		)








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 	lowerCamelCase__				(							unittest.TestCase,   UpperCAmelCase ):






      def      UpperCAmelCase_     (self					:    Any		)       ->   Union[str, Any]:


       """simple docstring"""






       lowerCamelCase_							:    str							=     load_tool('translation'		)
       self.tool.setup()
       lowerCamelCase_							:    Optional[int]							=     load_tool('translation'		,		remote=_snake_case		)






      def      UpperCAmelCase_     (self					:    Any		)       ->   Dict:


       """simple docstring"""






       lowerCamelCase_							:    Optional[Any]							=     self.tool('Hey, what\'s up?'		,		src_lang='English'		,		tgt_lang='French'		)
       self.assertEqual(_snake_case		,		'- Hé, comment ça va?'		)






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


       """simple docstring"""






       lowerCamelCase_							:    Optional[int]							=     self.remote_tool('Hey, what\'s up?'		,		src_lang='English'		,		tgt_lang='French'		)
       self.assertEqual(_snake_case		,		'- Hé, comment ça va?'		)






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


       """simple docstring"""






       lowerCamelCase_							:    Union[str, Any]							=     self.tool(text='Hey, what\'s up?'		,		src_lang='English'		,		tgt_lang='French'		)
       self.assertEqual(_snake_case		,		'- Hé, comment ça va?'		)






      def      UpperCAmelCase_     (self					:    Any		)       ->   Tuple:


       """simple docstring"""






       lowerCamelCase_							:    Optional[int]							=     self.remote_tool(text='Hey, what\'s up?'		,		src_lang='English'		,		tgt_lang='French'		)
       self.assertEqual(_snake_case		,		'- Hé, comment ça va?'		)






      def      UpperCAmelCase_     (self					:    Union[str, Any]		)       ->   Any:


       """simple docstring"""






       lowerCamelCase_							:    str							=     ['Hey, what\'s up?', 'English', 'Spanish']
       lowerCamelCase_							:    Any							=     self.tool(*_snake_case		)

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

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






      def      UpperCAmelCase_     (self					:    Tuple		)       ->   Optional[Any]:


       """simple docstring"""






       lowerCamelCase_							:    List[str]							=     ['Hey, what\'s up?', 'English', 'Spanish']
       lowerCamelCase_							:    Optional[Any]							=     self.tool(*_snake_case		)

       if not isinstance(_snake_case		,		_snake_case		):
        lowerCamelCase_							:    List[str]							=     [outputs]

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

       for output, output_type in zip(_snake_case		,		self.tool.outputs		):
        lowerCamelCase_							:    Optional[int]							=     AGENT_TYPE_MAPPING[output_type]
        self.assertTrue(isinstance(_snake_case		,		_snake_case		)		)






      def      UpperCAmelCase_     (self					:    Any		)       ->   Optional[Any]:


       """simple docstring"""






       lowerCamelCase_							:    Dict							=     ['Hey, what\'s up?', 'English', 'Spanish']

       lowerCamelCase_							:    List[str]							=     []

       for _input, input_type in zip(_snake_case		,		self.tool.inputs		):
        if isinstance(_snake_case		,		_snake_case		):
         _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
       lowerCamelCase_							:    Any							=     self.tool(*_snake_case		)

       if not isinstance(_snake_case		,		_snake_case		):
        lowerCamelCase_							:    Optional[Any]							=     [outputs]

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