



from importlib import import_module

from .logging import get_logger


UpperCamelCase__ =						get_logger(__name__)

class 			_lowerCAmelCase   :






			"""simple docstring"""





			def __init__(				self	:       int			,     lowercase	:       Dict			,     lowercase	:       Tuple=None   )						->					Tuple:
									"""simple docstring"""







									__lowercase					=				attrs or []
									if module is not None:
															for key in module.__dict__:
																					if key in attrs or not key.startswith("""__"""   ):
																											setattr(self			,     lowerCAmelCase_			,     getattr(lowerCAmelCase_			,     lowerCAmelCase_   )   )
									__lowercase					=				module._original_module if isinstance(lowerCAmelCase_			,     _PatchedModuleObj   ) else module





class 			_lowerCAmelCase   :






			"""simple docstring"""





			lowercase__      :  List[str]      =			[]





			def __init__(				self	:       Optional[int]			,     lowercase	:       Optional[Any]			,     lowercase	:       Optional[Any]			,     lowercase	:       Optional[Any]			,     lowercase	:       Optional[int]=None   )						->					Tuple:
									"""simple docstring"""







									__lowercase					=				obj
									__lowercase					=				target
									__lowercase					=				new
									__lowercase					=				target.split("""."""   )[0]
									__lowercase					=				{}
									__lowercase					=				attrs or []





			def __enter__(				self	:       Dict   )						->					str:
									"""simple docstring"""







									*__lowercase	,			__lowercase					=				self.target.split("""."""   )

									# Patch modules:
									# it's used to patch attributes of submodules like "os.path.join";
									# in this case we need to patch "os" and "os.path"

									for i in range(len(lowerCAmelCase_   )   ):
															try:
																					__lowercase					=				import_module(""".""".join(submodules[: i + 1]   )   )
															except ModuleNotFoundError:
																					continue
															# We iterate over all the globals in self.obj in case we find "os" or "os.path"
															for attr in self.obj.__dir__():
																					__lowercase					=				getattr(self.obj			,     lowerCAmelCase_   )
																					# We don't check for the name of the global, but rather if its value *is* "os" or "os.path".
																					# This allows to patch renamed modules like "from os import path as ospath".
																					if obj_attr is submodule or (
																					    (isinstance(lowerCAmelCase_			,     _PatchedModuleObj   ) and obj_attr._original_module is submodule)
																					):
																											__lowercase					=				obj_attr
																											# patch at top level
																											setattr(self.obj			,     lowerCAmelCase_			,     _PatchedModuleObj(lowerCAmelCase_			,     attrs=self.attrs   )   )
																											__lowercase					=				getattr(self.obj			,     lowerCAmelCase_   )
																											# construct lower levels patches
																											for key in submodules[i + 1 :]:
																																	setattr(lowerCAmelCase_			,     lowerCAmelCase_			,     _PatchedModuleObj(getattr(lowerCAmelCase_			,     lowerCAmelCase_			,     lowerCAmelCase_   )			,     attrs=self.attrs   )   )
																																	__lowercase					=				getattr(lowerCAmelCase_			,     lowerCAmelCase_   )
																											# finally set the target attribute
																											setattr(lowerCAmelCase_			,     lowerCAmelCase_			,     self.new   )

        # Patch attribute itself:
        # it's used for builtins like "open",
        # and also to patch "os.path.join" we may also need to patch "join"
        # itself if it was imported as "from os.path import join".

									if submodules:  # if it's an attribute of a submodule like "os.path.join"
															try:
																					__lowercase					=				getattr(import_module(""".""".join(lowerCAmelCase_   )   )			,     lowerCAmelCase_   )
															except (AttributeError, ModuleNotFoundError):
																					return
															# We iterate over all the globals in self.obj in case we find "os.path.join"
															for attr in self.obj.__dir__():
																					# We don't check for the name of the global, but rather if its value *is* "os.path.join".
																					# This allows to patch renamed attributes like "from os.path import join as pjoin".
																					if getattr(self.obj			,     lowerCAmelCase_   ) is attr_value:
																											__lowercase					=				getattr(self.obj			,     lowerCAmelCase_   )
																											setattr(self.obj			,     lowerCAmelCase_			,     self.new   )
									elif target_attr in globals()["__builtins__"]:  # if it'a s builtin like "open"
															__lowercase					=				globals()["""__builtins__"""][target_attr]
															setattr(self.obj			,     lowerCAmelCase_			,     self.new   )
									else:
															raise RuntimeError(F"Tried to patch attribute {target_attr} instead of a submodule."   )





			def __exit__(				self	:       List[Any]			,     *lowercase	:       Tuple   )						->					Union[str, Any]:
									"""simple docstring"""







									for attr in list(self.original   ):
															setattr(self.obj			,     lowerCAmelCase_			,     self.original.pop(lowerCAmelCase_   )   )





			def 		snake_case__			(				self	:       int   )						->					Optional[int]:
									"""simple docstring"""







									self.__enter__()
									self._active_patches.append(self   )







			def 		snake_case__			(				self	:       str   )						->					List[str]:
									"""simple docstring"""







									try:
															self._active_patches.remove(self   )
									except ValueError:
															# If the patch hasn't been started this will fail
															return None

									return self.__exit__()










import importlib
import os
from dataclasses import dataclass
from enum import Enum
from typing import Any, Dict, Optional, Union

import torch

from ..utils import BaseOutput


UpperCamelCase__ =						"scheduler_config.json"
class 			_lowerCAmelCase   ( _UpperCAmelCase			):






			"""simple docstring"""





			lowercase__      :  List[Any]      =			1
			lowercase__      :  Tuple      =			2
			lowercase__      :  Union[str, Any]      =			3
			lowercase__      :  Union[str, Any]      =			4
			lowercase__      :  str      =			5
			lowercase__      :  Any      =			6
			lowercase__      :  Any      =			7
			lowercase__      :  List[str]      =			8
			lowercase__      :  Union[str, Any]      =			9
			lowercase__      :  int      =			10
			lowercase__      :  List[str]      =			11
			lowercase__      :  List[Any]      =			12
			lowercase__      :  str      =			13
			lowercase__      :  Optional[int]      =			14





@dataclass
class 			_lowerCAmelCase   ( _UpperCAmelCase			):






			"""simple docstring"""





			lowercase__      :  torch.FloatTensor





class 			_lowerCAmelCase   :






			"""simple docstring"""





			lowercase__      :  Optional[int]      =			SCHEDULER_CONFIG_NAME
			lowercase__      :  int      =			[]
			lowercase__      :  Dict      =			True





			@classmethod
			def 		snake_case__			(				cls	:       str			,     lowercase	:       Dict[str, Any] = None			,     lowercase	:       Optional[str] = None			,     lowercase	:       Any=False			,     **lowercase	:       List[str]			,     )						->					Union[str, Any]:
									"""simple docstring"""







									__lowercase	,			__lowercase	,			__lowercase					=				cls.load_config(
									    pretrained_model_name_or_path=lowercase			,     subfolder=lowercase			,     return_unused_kwargs=lowercase			,     return_commit_hash=lowercase			,     **lowercase			,     )
									return cls.from_config(lowercase			,     return_unused_kwargs=lowercase			,     **lowercase   )





			def 		snake_case__			(				self	:       Dict			,     lowercase	:       Union[str, os.PathLike]			,     lowercase	:       bool = False			,     **lowercase	:       List[str]   )						->					Optional[Any]:
									"""simple docstring"""







									self.save_config(save_directory=lowercase			,     push_to_hub=lowercase			,     **lowercase   )





			@property
			def 		snake_case__			(				self	:       Optional[Any]   )						->					Dict:
									"""simple docstring"""







									return self._get_compatibles()







			@classmethod
			def 		snake_case__			(				cls	:       List[str]   )						->					Union[str, Any]:
									"""simple docstring"""







									__lowercase					=				list(set([cls.__name__] + cls._compatibles   )   )
									__lowercase					=				importlib.import_module(__name__.split("""."""   )[0]   )
									__lowercase					=				[
									    getattr(lowercase			,     lowercase   ) for c in compatible_classes_str if hasattr(lowercase			,     lowercase   )
									]
									return compatible_classes





