



import inspect
import warnings
from typing import Any, Dict, Optional, Union

from packaging import version



def 		lowerCAmelCase__    (					*UpperCamelCase_				:       Tuple ,       UpperCamelCase_				:       Optional[Union[Dict, Any]] = None ,       UpperCamelCase_				:       Dict=True ,       UpperCamelCase_				:       Union[str, Any]=2	)->  str:
    from .. import __version__

    A__		 =					take_from
    A__		 =					()
    if not isinstance(args[0] ,       UpperCamelCase_	):
        A__		 =					(args,)

    for attribute, version_name, message in args:
        if version.parse(version.parse(UpperCamelCase_	).base_version	) >= version.parse(UpperCamelCase_	):
            raise ValueError(
                f"The deprecation tuple {(attribute, version_name, message)} should be removed since diffusers'"
                f" version {__version__} is >= {version_name}"	)

        A__		 =					None
        if isinstance(UpperCamelCase_ ,       UpperCamelCase_	) and attribute in deprecated_kwargs:
            values += (deprecated_kwargs.pop(UpperCamelCase_	),)
            A__		 =					f"The `{attribute}` argument is deprecated and will be removed in version {version_name}."
        elif hasattr(UpperCamelCase_ ,       UpperCamelCase_	):
            values += (getattr(UpperCamelCase_ ,       UpperCamelCase_	),)
            A__		 =					f"The `{attribute}` attribute is deprecated and will be removed in version {version_name}."
        elif deprecated_kwargs is None:
            A__		 =					f"`{attribute}` is deprecated and will be removed in version {version_name}."

        if warning is not None:
            A__		 =					warning + ''' ''' if standard_warn else ''''''
            warnings.warn(warning + message ,       UpperCamelCase_ ,       stacklevel=UpperCamelCase_	)

    if isinstance(UpperCamelCase_ ,       UpperCamelCase_	) and len(UpperCamelCase_	) > 0:
        A__		 =					inspect.getouterframes(inspect.currentframe()	)[1]
        A__		 =					call_frame.filename
        A__		 =					call_frame.lineno
        A__		 =					call_frame.function
        A__ ,	A__		 =					next(iter(deprecated_kwargs.items()	)	)
        raise TypeError(f"{function} in {filename} line {line_number-1} got an unexpected keyword argument `{key}`"	)

    if len(UpperCamelCase_	) == 0:
        return
    elif len(UpperCamelCase_	) == 1:
        return values[0]
    return values





# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from typing import TYPE_CHECKING

from ..models.auto import AutoModelForVisionaSeq
from ..utils import requires_backends
from .base import PipelineTool


if TYPE_CHECKING:
   from PIL import Image



class     _UpperCAmelCase			(       A__     ):
     UpperCamelCase__		    =				'''Salesforce/blip-image-captioning-base'''
     UpperCamelCase__		    =				(
         '''This is a tool that generates a description of an image. It takes an input named `image` which should be the '''
         '''image to caption, and returns a text that contains the description in English.'''
     )
     UpperCamelCase__		    =				'''image_captioner'''
     UpperCamelCase__		    =				AutoModelForVisionaSeq

     UpperCamelCase__		    =				['''image''']
     UpperCamelCase__		    =				['''text''']




     def __init__(				self ,						*a__ ,						**a__):
         requires_backends(self ,						['''vision'''])
         super().__init__(*a__ ,						**a__)




     def 		snake_case_		(				self ,						a__):
         return self.pre_processor(images=a__ ,						return_tensors='''pt''')




     def 		snake_case_		(				self ,						a__):
         return self.model.generate(**a__)




     def 		snake_case_		(				self ,						a__):
         return self.pre_processor.batch_decode(a__ ,						skip_special_tokens=a__)[0].strip()
