




from dataclasses import dataclass
from enum import Enum
from typing import List, Optional, Union

import numpy as np
import PIL
from PIL import Image

from ...utils import BaseOutput, is_torch_available, is_transformers_available







@dataclass
class 	lowercase_					(				A     ):


   """simple docstring"""

   lowerCamelCase_       						=		{
       '''sld_warmup_steps''': 15,
       '''sld_guidance_scale''': 20,
       '''sld_threshold''': 0.0,
       '''sld_momentum_scale''': 0.0,
       '''sld_mom_beta''': 0.0,
   }
   lowerCamelCase_       						=		{
       '''sld_warmup_steps''': 10,
       '''sld_guidance_scale''': 1000,
       '''sld_threshold''': 0.01,
       '''sld_momentum_scale''': 0.3,
       '''sld_mom_beta''': 0.4,
   }
   lowerCamelCase_       						=		{
       '''sld_warmup_steps''': 7,
       '''sld_guidance_scale''': 2000,
       '''sld_threshold''': 0.025,
       '''sld_momentum_scale''': 0.5,
       '''sld_mom_beta''': 0.7,
   }
   lowerCamelCase_       						=		{
       '''sld_warmup_steps''': 0,
       '''sld_guidance_scale''': 5000,
       '''sld_threshold''': 1.0,
       '''sld_momentum_scale''': 0.5,
       '''sld_mom_beta''': 0.7,
   }







@dataclass
class 	lowercase_					(				A     ):


   """simple docstring"""

   lowerCamelCase_       						=		42
   lowerCamelCase_       						=		42
   lowerCamelCase_       						=		42
   lowerCamelCase_       						=		42


if is_transformers_available() and is_torch_available():
 from .pipeline_stable_diffusion_safe import StableDiffusionPipelineSafe
 from .safety_checker import SafeStableDiffusionSafetyChecker







'''simple docstring'''



lowerCamelCase_	 =		[[0, 1, 1], [0, 0, 1], [1, 0, 0]]







class 	lowercase_					:


   """simple docstring"""

   def __init__(					self      :			List[Any]						,   __lowerCamelCase      :			str					):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE =   name
      _SCREAMING_SNAKE_CASE =   []
      _SCREAMING_SNAKE_CASE =   []



   def 							lowerCAmelCase_    (					self      :			int						,   __lowerCamelCase      :			Union[str, Any]					):

      """simple docstring"""
      self.inbound.append(__lowerCamelCase					)



   def 							lowerCAmelCase_    (					self      :			int						,   __lowerCamelCase      :			Any					):

      """simple docstring"""
      self.outbound.append(__lowerCamelCase					)



   def __repr__(					self      :			List[str]					):

      """simple docstring"""
      return F"""<node={self.name} inbound={self.inbound} outbound={self.outbound}>"""


def 				SCREAMING_SNAKE_CASE_				(							__A       :				Tuple ,  __A       :				List[Any]=3 ,  __A       :				Optional[int]=0.8_5						)				->				Optional[Any]:
   _SCREAMING_SNAKE_CASE =   {}
   for node in nodes:
      _SCREAMING_SNAKE_CASE =   1

   _SCREAMING_SNAKE_CASE =   {}
   for node in nodes:
      _SCREAMING_SNAKE_CASE =   len(node.outbound						)

   for i in range(__A						):
      print(f"""======= Iteration {i + 1} ======="""						)
      for _, node in enumerate(__A						):
         _SCREAMING_SNAKE_CASE =   (1 - d) + d * sum(
             ranks[ib] / outbounds[ib] for ib in node.inbound						)
      print(__A						)
def 				SCREAMING_SNAKE_CASE_				(							)				->				List[str]:
   _SCREAMING_SNAKE_CASE =   list(input("Enter Names of the Nodes: "						).split()						)

   _SCREAMING_SNAKE_CASE =   [Node(__A						) for name in names]

   for ri, row in enumerate(__A						):
      for ci, col in enumerate(__A						):
         if col == 1:
            nodes[ci].add_inbound(names[ri]						)
            nodes[ri].add_outbound(names[ci]						)

   print("======= Nodes ======="						)
   for node in nodes:
      print(__A						)

   page_rank(__A						)


if __name__ == "__main__":
 main()

