



"""simple docstring"""





import random
def 						__lowerCAmelCase    (		__UpperCamelCase   :      int       ,			__UpperCamelCase   :      float       ,			__UpperCamelCase   :      bool = False     ):


						'''simple docstring'''






						snake_case_ :			dict            =      {i: [] for i in range(__UpperCamelCase     )}

						# if probability is greater or equal than 1, then generate a complete graph
						if probability >= 1:
												return complete_graph(__UpperCamelCase     )
						# if probability is lower or equal than 0, then return a graph without edges
						if probability <= 0:
												return graph

						# for each couple of nodes, add an edge from u to v
						# if the number randomly generated is greater than probability probability
						for i in range(__UpperCamelCase     ):
												for j in range(i + 1       ,			__UpperCamelCase     ):
																		if random.random() < probability:
																								graph[i].append(__UpperCamelCase     )
																								if not directed:
																														# if the graph is undirected, add an edge in from j to i, either
																														graph[j].append(__UpperCamelCase     )
						return graph
def 						__lowerCAmelCase    (		__UpperCamelCase   :      int     ):


						'''simple docstring'''






						return {
						    i: [j for j in range(__UpperCamelCase     ) if i != j] for i in range(__UpperCamelCase     )
						}


if __name__ == "__main__":
					import doctest

					doctest.testmod()






"""simple docstring"""






# NOTE: This file is deprecated and will be removed in a future version.
# It only exists so that temporarely `from diffusers.pipelines import DiffusionPipeline` works

from ...utils import deprecate
from ..controlnet.pipeline_flax_controlnet import FlaxStableDiffusionControlNetPipeline  # noqa: F401


deprecate(
    'stable diffusion controlnet',
    '0.22.0',
    'Importing `FlaxStableDiffusionControlNetPipeline` from diffusers.pipelines.stable_diffusion.flax_pipeline_stable_diffusion_controlnet is deprecated. Please import `from diffusers import FlaxStableDiffusionControlNetPipeline` instead.',
    standard_warn=False,
    stacklevel=3,
)