

from typing import List, Union

import numpy as np

from ..utils import add_end_docstrings, is_torch_available, is_vision_available, logging, requires_backends
from .base import PIPELINE_INIT_ARGS, Pipeline


if is_vision_available():
	from PIL import Image

	from ..image_utils import load_image

if is_torch_available():
	import torch

	from ..models.auto.modeling_auto import MODEL_FOR_DEPTH_ESTIMATION_MAPPING

A_			:					str    			=     logging.get_logger(__name__)



@add_end_docstrings(__magic_name__							)
class        _a		(__magic_name__							):


					'''simple docstring'''






					def __init__(					self       ,			*A__       ,			**A__     ):
						super().__init__(*A__       ,			**A__     )
						requires_backends(self       ,			"""vision"""     )
						self.check_model_type(A__     )






					def __call__(					self       ,			A__       ,			**A__     ):
						return super().__call__(A__       ,			**A__     )






					def     __A     (					self       ,			**A__     ):
						return {}, {}, {}






					def     __A     (					self       ,			A__     ):
						A__				:       Dict	  =						load_image(A__     )
						A__				:       str	  =						image.size
						A__				:       str	  =						self.image_processor(images=A__       ,			return_tensors=self.framework     )
						return model_inputs






					def     __A     (					self       ,			A__     ):
						A__				:       List[Any]	  =						self.model(**A__     )
						return model_outputs






					def     __A     (					self       ,			A__     ):
						A__				:       List[Any]	  =						model_outputs.predicted_depth
						A__				:       int	  =						torch.nn.functional.interpolate(
						    predicted_depth.unsqueeze(1     )       ,			size=self.image_size[::-1]       ,			mode="""bicubic"""       ,			align_corners=A__     )
						A__				:       Tuple	  =						prediction.squeeze().cpu().numpy()
						A__				:       Tuple	  =						(output * 255 / np.max(A__     )).astype("""uint8"""     )
						A__				:       str	  =						Image.fromarray(A__     )
						A__				:       Any	  =						{}
						A__				:       List[Any]	  =						predicted_depth
						A__				:       Optional[Any]	  =						depth
						return output_dict






from ..utils import DummyObject, requires_backends



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  List[str]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Any    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  List[Any]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  List[Any]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  List[Any]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Union[str, Any]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Dict    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  List[Any]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  List[str]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  List[Any]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  List[Any]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Any    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Optional[int]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  str    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Dict    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  int    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  int    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  str    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  List[Any]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  List[str]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Optional[int]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Union[str, Any]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Tuple    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  List[Any]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  str    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Dict    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  str    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Any    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Union[str, Any]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Optional[Any]    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



class        _a		(metaclass=__magic_name__							):


					'''simple docstring'''






					UpperCAmelCase__:  Tuple    				=			['''sentencepiece''']






					def __init__(					self       ,			*A__       ,			**A__     ):
						requires_backends(self       ,			["""sentencepiece"""]     )



