


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,
)


_snake_case					=					AttentionProcessor
class      UpperCAmelCase_ ( UpperCamelCase   ):

   '''simple docstring'''




   def __init__(		self						,    *__A						,    **__A			):






     """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"						,    __A						,    standard_warn=__A			)
     super().__init__(*__A						,    **__A			)



class      UpperCAmelCase_ ( UpperCamelCase   ):

   '''simple docstring'''




   def __init__(		self						,    *__A						,    **__A			):






     """simple docstring"""





     lowerCamelCase			: List[str]   =    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"						,    __A						,    standard_warn=__A			)
     super().__init__(*__A						,    **__A			)



class      UpperCAmelCase_ ( UpperCamelCase   ):

   '''simple docstring'''




   def __init__(		self						,    *__A						,    **__A			):






     """simple docstring"""





     lowerCamelCase			: int   =    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"						,    __A						,    standard_warn=__A			)
     super().__init__(*__A						,    **__A			)



class      UpperCAmelCase_ ( UpperCamelCase   ):

   '''simple docstring'''




   def __init__(		self						,    *__A						,    **__A			):






     """simple docstring"""





     lowerCamelCase			: Optional[int]   =    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"						,    __A						,    standard_warn=__A			)
     super().__init__(*__A						,    **__A			)



class      UpperCAmelCase_ ( UpperCamelCase   ):

   '''simple docstring'''




   def __init__(		self						,    *__A						,    **__A			):






     """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"						,    __A						,    standard_warn=__A			)
     super().__init__(*__A						,    **__A			)



class      UpperCAmelCase_ ( UpperCamelCase   ):

   '''simple docstring'''




   def __init__(		self						,    *__A						,    **__A			):






     """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"						,    __A						,    standard_warn=__A			)
     super().__init__(*__A						,    **__A			)



class      UpperCAmelCase_ ( UpperCamelCase   ):

   '''simple docstring'''




   def __init__(		self						,    *__A						,    **__A			):






     """simple docstring"""





     lowerCamelCase			: Optional[int]   =    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"						,    __A						,    standard_warn=__A			)
     super().__init__(*__A						,    **__A			)



class      UpperCAmelCase_ ( UpperCamelCase   ):

   '''simple docstring'''




   def __init__(		self						,    *__A						,    **__A			):






     """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"						,    __A						,    standard_warn=__A			)
     super().__init__(*__A						,    **__A			)







import unittest
from pathlib import Path

from transformers import is_vision_available, load_tool
from transformers.testing_utils import get_tests_dir

from .test_tools_common import ToolTesterMixin


if is_vision_available():
   from PIL import Image
class      UpperCAmelCase_ ( unittest.TestCase		,			UpperCamelCase   ):

   '''simple docstring'''




   def _snake_case   (		self			):






     """simple docstring"""





     lowerCamelCase			: List[Any]   =    load_tool("image-segmentation"			)
     self.tool.setup()
     lowerCamelCase			: Optional[Any]   =    load_tool("image-segmentation"						,    remote=__A			)






   def _snake_case   (		self			):






     """simple docstring"""





     lowerCamelCase			: List[str]   =    Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"			)			) / "000000039769.png"			)
     lowerCamelCase			: Dict   =    self.tool(__A						,    "cat"			)
     self.assertTrue(isinstance(__A						,    Image.Image			)			)






   def _snake_case   (		self			):






     """simple docstring"""





     lowerCamelCase			: int   =    Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"			)			) / "000000039769.png"			)
     lowerCamelCase			: int   =    self.remote_tool(__A						,    "cat"			)
     self.assertTrue(isinstance(__A						,    Image.Image			)			)






   def _snake_case   (		self			):






     """simple docstring"""





     lowerCamelCase			: Optional[int]   =    Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"			)			) / "000000039769.png"			)
     lowerCamelCase			: Optional[Any]   =    self.tool(image=__A						,    label="cat"			)
     self.assertTrue(isinstance(__A						,    Image.Image			)			)






   def _snake_case   (		self			):






     """simple docstring"""





     lowerCamelCase			: str   =    Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"			)			) / "000000039769.png"			)
     lowerCamelCase			: Dict   =    self.remote_tool(image=__A						,    label="cat"			)
     self.assertTrue(isinstance(__A						,    Image.Image			)			)



