





import tempfile
import unittest

from diffusers import (
    DDIMScheduler,
    DDPMScheduler,
    DPMSolverMultistepScheduler,
    EulerAncestralDiscreteScheduler,
    EulerDiscreteScheduler,
    PNDMScheduler,
    logging,
)
from diffusers.configuration_utils import ConfigMixin, register_to_config
from diffusers.utils.testing_utils import CaptureLogger






class  __A   (   lowerCAmelCase			):

			'''simple docstring'''







			lowerCAmelCase_												=						"""config.json"""





			@register_to_config
			def __init__(   self	,  __lowerCAmelCase=2	,  __lowerCAmelCase=5	,  __lowerCAmelCase=(2, 5)	,  __lowerCAmelCase="for diffusion"	,  __lowerCAmelCase=[1, 3]	,  ):



				'''simple docstring'''







				pass






class  __A   (   lowerCAmelCase			):

			'''simple docstring'''







			lowerCAmelCase_												=						"""config.json"""





			@register_to_config
			def __init__(   self	,  __lowerCAmelCase=2	,  __lowerCAmelCase=5	,  __lowerCAmelCase=(2, 5)	,  __lowerCAmelCase="for diffusion"	,  __lowerCAmelCase=[1, 3]	,  ):



				'''simple docstring'''







				pass






class  __A   (   lowerCAmelCase			):

			'''simple docstring'''







			lowerCAmelCase_												=						"""config.json"""





			@register_to_config
			def __init__(   self	,  __lowerCAmelCase=2	,  __lowerCAmelCase=5	,  __lowerCAmelCase=(2, 5)	,  __lowerCAmelCase="for diffusion"	,  __lowerCAmelCase=[1, 3]	,  __lowerCAmelCase=[1, 3]	,  ):



				'''simple docstring'''







				pass






class  __A   (   lowerCAmelCase			):

			'''simple docstring'''







			lowerCAmelCase_												=						"""config.json"""





			@register_to_config
			def __init__(   self	,  __lowerCAmelCase=2	,  __lowerCAmelCase=5	,  __lowerCAmelCase=(2, 5)	,  __lowerCAmelCase="for diffusion"	,  __lowerCAmelCase=[1, 5]	,  __lowerCAmelCase=[5, 4]	,  ):



				'''simple docstring'''







				pass






class  __A   (   unittest.TestCase			):

			'''simple docstring'''







			def 		__lowerCamelCase    (   self							):



				'''simple docstring'''







				with self.assertRaises(__lowerCAmelCase							):
					ConfigMixin.load_config('''dummy_path'''							)





			def 		__lowerCamelCase    (   self							):



				'''simple docstring'''







				lowerCamelCase__        =		SampleObject()
				lowerCamelCase__        =		obj.config
				assert config["a"] == 2
				assert config["b"] == 5
				assert config["c"] == (2, 5)
				assert config["d"] == "for diffusion"
				assert config["e"] == [1, 3]

				# init ignore private arguments
				lowerCamelCase__        =		SampleObject(_name_or_path='''lalala'''							)
				lowerCamelCase__        =		obj.config
				assert config["a"] == 2
				assert config["b"] == 5
				assert config["c"] == (2, 5)
				assert config["d"] == "for diffusion"
				assert config["e"] == [1, 3]

				# can override default
				lowerCamelCase__        =		SampleObject(c=6							)
				lowerCamelCase__        =		obj.config
				assert config["a"] == 2
				assert config["b"] == 5
				assert config["c"] == 6
				assert config["d"] == "for diffusion"
				assert config["e"] == [1, 3]

				# can use positional arguments.
				lowerCamelCase__        =		SampleObject(1	,  c=6							)
				lowerCamelCase__        =		obj.config
				assert config["a"] == 1
				assert config["b"] == 5
				assert config["c"] == 6
				assert config["d"] == "for diffusion"
				assert config["e"] == [1, 3]





			def 		__lowerCamelCase    (   self							):



				'''simple docstring'''







				lowerCamelCase__        =		SampleObject()
				lowerCamelCase__        =		obj.config

				assert config["a"] == 2
				assert config["b"] == 5
				assert config["c"] == (2, 5)
				assert config["d"] == "for diffusion"
				assert config["e"] == [1, 3]

				with tempfile.TemporaryDirectory() as tmpdirname:
					obj.save_config(__lowerCAmelCase							)
					lowerCamelCase__        =		SampleObject.from_config(SampleObject.load_config(__lowerCAmelCase							)							)
					lowerCamelCase__        =		new_obj.config

				# unfreeze configs
				lowerCamelCase__        =		dict(__lowerCAmelCase							)
				lowerCamelCase__        =		dict(__lowerCAmelCase							)

				assert config.pop('''c'''							) == (2, 5)  # instantiated as tuple
				assert new_config.pop('''c'''							) == [2, 5]  # saved & loaded as list because of json
				config.pop('''_use_default_values'''							)
				assert config == new_config





			def 		__lowerCamelCase    (   self							):



				'''simple docstring'''







				lowerCamelCase__        =		logging.get_logger('''diffusers.configuration_utils'''							)
				# 30 for warning
				logger.setLevel(3_0							)

				with CaptureLogger(__lowerCAmelCase							) as cap_logger:
					lowerCamelCase__        =		DDIMScheduler.from_pretrained(
					    '''hf-internal-testing/tiny-stable-diffusion-torch'''	,  subfolder='''scheduler'''							)

				assert ddim.__class__ == DDIMScheduler
				# no warning should be thrown
				assert cap_logger.out == ""





			def 		__lowerCamelCase    (   self							):



				'''simple docstring'''







				lowerCamelCase__        =		logging.get_logger('''diffusers.configuration_utils'''							)
				# 30 for warning
				logger.setLevel(3_0							)

				with CaptureLogger(__lowerCAmelCase							) as cap_logger:
					lowerCamelCase__        =		EulerDiscreteScheduler.from_pretrained(
					    '''hf-internal-testing/tiny-stable-diffusion-torch'''	,  subfolder='''scheduler'''							)

				assert euler.__class__ == EulerDiscreteScheduler
				# no warning should be thrown
				assert cap_logger.out == ""





			def 		__lowerCamelCase    (   self							):



				'''simple docstring'''







				lowerCamelCase__        =		logging.get_logger('''diffusers.configuration_utils'''							)
				# 30 for warning
				logger.setLevel(3_0							)

				with CaptureLogger(__lowerCAmelCase							) as cap_logger:
					lowerCamelCase__        =		EulerAncestralDiscreteScheduler.from_pretrained(
					    '''hf-internal-testing/tiny-stable-diffusion-torch'''	,  subfolder='''scheduler'''							)

				assert euler.__class__ == EulerAncestralDiscreteScheduler
				# no warning should be thrown
				assert cap_logger.out == ""





			def 		__lowerCamelCase    (   self							):



				'''simple docstring'''







				lowerCamelCase__        =		logging.get_logger('''diffusers.configuration_utils'''							)
				# 30 for warning
				logger.setLevel(3_0							)

				with CaptureLogger(__lowerCAmelCase							) as cap_logger:
					lowerCamelCase__        =		PNDMScheduler.from_pretrained(
					    '''hf-internal-testing/tiny-stable-diffusion-torch'''	,  subfolder='''scheduler'''							)

				assert pndm.__class__ == PNDMScheduler
				# no warning should be thrown
				assert cap_logger.out == ""





			def 		__lowerCamelCase    (   self							):



				'''simple docstring'''







				lowerCamelCase__        =		logging.get_logger('''diffusers.configuration_utils'''							)
				# 30 for warning
				logger.setLevel(3_0							)

				with CaptureLogger(__lowerCAmelCase							) as cap_logger:
					lowerCamelCase__        =		DDPMScheduler.from_pretrained(
					    '''hf-internal-testing/tiny-stable-diffusion-torch'''	,  subfolder='''scheduler'''	,  prediction_type='''sample'''	,  beta_end=8	,  )

				with CaptureLogger(__lowerCAmelCase							) as cap_logger_a:
					lowerCamelCase__        =		DDPMScheduler.from_pretrained('''google/ddpm-celebahq-256'''	,  beta_start=8_8							)

				assert ddpm.__class__ == DDPMScheduler
				assert ddpm.config.prediction_type == "sample"
				assert ddpm.config.beta_end == 8
				assert ddpm_a.config.beta_start == 8_8

				# no warning should be thrown
				assert cap_logger.out == ""
				assert cap_logger_a.out == ""





			def 		__lowerCamelCase    (   self							):



				'''simple docstring'''







				lowerCamelCase__        =		logging.get_logger('''diffusers.configuration_utils'''							)
				# 30 for warning
				logger.setLevel(3_0							)

				with CaptureLogger(__lowerCAmelCase							) as cap_logger:
					lowerCamelCase__        =		DPMSolverMultistepScheduler.from_pretrained(
					    '''hf-internal-testing/tiny-stable-diffusion-torch'''	,  subfolder='''scheduler'''							)

				assert dpm.__class__ == DPMSolverMultistepScheduler
				# no warning should be thrown
				assert cap_logger.out == ""





			def 		__lowerCamelCase    (   self							):



				'''simple docstring'''







				lowerCamelCase__        =		SampleObject()

				lowerCamelCase__        =		{k: v for k, v in config.config.items() if not k.startswith('''_'''							)}

				# make sure that default config has all keys in `_use_default_values`
				assert set(config_dict.keys()							) == set(config.config._use_default_values							)

				with tempfile.TemporaryDirectory() as tmpdirname:
					config.save_config(__lowerCAmelCase							)

					# now loading it with SampleObject2 should put f into `_use_default_values`
					lowerCamelCase__        =		SampleObjecta.from_config(__lowerCAmelCase							)

					assert "f" in config._use_default_values
					assert config.f == [1, 3]

				# now loading the config, should **NOT** use [1, 3] for `f`, but the default [1, 4] value
				# **BECAUSE** it is part of `config._use_default_values`
				lowerCamelCase__        =		SampleObjecta.from_config(config.config							)
				assert new_config.f == [5, 4]

				config.config._use_default_values.pop()
				lowerCamelCase__        =		SampleObjecta.from_config(config.config							)
				assert new_config_a.f == [1, 3]

				# Nevertheless "e" should still be correctly loaded to [1, 3] from SampleObject2 instead of defaulting to [1, 5]
				assert new_config_a.e == [1, 3]










from __future__ import annotations

import math
import random





def lowerCAmelCase__(__snake_case	,__snake_case	,__snake_case							)    ->				list[int]:







	'''simple docstring'''







	lowerCamelCase__        =		d * e - 1
	lowerCamelCase__        =		0
	lowerCamelCase__        =		0
	while p == 0:
		lowerCamelCase__        =		random.randint(2	,n - 1							)
		lowerCamelCase__        =		k
		while True:
			if t % 2 == 0:
				lowerCamelCase__        =		t // 2
				lowerCamelCase__        =		(g**t) % n
				lowerCamelCase__        =		math.gcd(x - 1	,__snake_case							)
				if x > 1 and y > 1:
					lowerCamelCase__        =		y
					lowerCamelCase__        =		n // y
					break  # find the correct factors
			else:
				break  # t is not divisible by 2, break and choose another g
	return sorted([p, q]							)


if __name__ == "__main__":
			import doctest

			doctest.testmod()



