
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 		lowercase_       (       __SCREAMING_SNAKE_CASE				):
 A__						:				Optional[int]         =    """config.json"""

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




        """simple docstring"""


        pass



class 		lowercase_       (       __SCREAMING_SNAKE_CASE				):
 A__						:				Tuple         =    """config.json"""

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




        """simple docstring"""


        pass



class 		lowercase_       (       __SCREAMING_SNAKE_CASE				):
 A__						:				Optional[Any]         =    """config.json"""

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




        """simple docstring"""


        pass



class 		lowercase_       (       __SCREAMING_SNAKE_CASE				):
 A__						:				Dict         =    """config.json"""

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




        """simple docstring"""


        pass



class 		lowercase_       (       unittest.TestCase				):

 def lowerCamelCase_				(      self     ):




        """simple docstring"""


        with self.assertRaises(__UpperCamelCase     ):
               ConfigMixin.load_config("""dummy_path"""     )

 def lowerCamelCase_				(      self     ):




        """simple docstring"""


        UpperCamelCase_							       =       SampleObject()
        UpperCamelCase_							       =       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
        UpperCamelCase_							       =       SampleObject(_name_or_path="""lalala"""     )
        UpperCamelCase_							       =       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
        UpperCamelCase_							       =       SampleObject(c=6     )
        UpperCamelCase_							       =       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.
        UpperCamelCase_							       =       SampleObject(1     ,	c=6     )
        UpperCamelCase_							       =       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"""


        UpperCamelCase_							       =       SampleObject()
        UpperCamelCase_							       =       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(__UpperCamelCase     )
               UpperCamelCase_							       =       SampleObject.from_config(SampleObject.load_config(__UpperCamelCase     )     )
               UpperCamelCase_							       =       new_obj.config

        # unfreeze configs
        UpperCamelCase_							       =       dict(__UpperCamelCase     )
        UpperCamelCase_							       =       dict(__UpperCamelCase     )

        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"""


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

        with CaptureLogger(__UpperCamelCase     ) as cap_logger:
               UpperCamelCase_							       =       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"""


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

        with CaptureLogger(__UpperCamelCase     ) as cap_logger:
               UpperCamelCase_							       =       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"""


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

        with CaptureLogger(__UpperCamelCase     ) as cap_logger:
               UpperCamelCase_							       =       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"""


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

        with CaptureLogger(__UpperCamelCase     ) as cap_logger:
               UpperCamelCase_							       =       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"""


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

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

        with CaptureLogger(__UpperCamelCase     ) as cap_logger_a:
               UpperCamelCase_							       =       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"""


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

        with CaptureLogger(__UpperCamelCase     ) as cap_logger:
               UpperCamelCase_							       =       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"""


        UpperCamelCase_							       =       SampleObject()

        UpperCamelCase_							       =       {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(__UpperCamelCase     )

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

               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`
        UpperCamelCase_							       =       SampleObjecta.from_config(config.config     )
        assert new_config.f == [5, 4]

        config.config._use_default_values.pop()
        UpperCamelCase_							       =       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]





import hashlib
import importlib.util
import json
import os
import pathlib
from types import ModuleType

import pytest
import requests

_A	  =					pathlib.Path.cwd().joinpath('''project_euler''')
_A	  =					pathlib.Path.cwd().joinpath(
    '''scripts''', '''project_euler_answers.json'''
)

with open(PROJECT_EULER_ANSWERS_PATH) as file_handle:
      _A	  =					json.load(file_handle)




def 				lowerCamelCase__				(						a__  :  pathlib.Path     )		->	ModuleType:
       UpperCamelCase_							       =       importlib.util.spec_from_file_location(file_path.name	,      str(a__     )     )
       UpperCamelCase_							       =       importlib.util.module_from_spec(a__     )  # type: ignore
       spec.loader.exec_module(a__     )  # type: ignore
       return module




def 				lowerCamelCase__				(						)		->	list[pathlib.Path]:
       UpperCamelCase_							       =       []
       for problem_dir_path in PROJECT_EULER_DIR_PATH.iterdir():
              if problem_dir_path.is_file() or problem_dir_path.name.startswith("""_"""     ):
                     continue
              for file_path in problem_dir_path.iterdir():
                     if file_path.suffix != ".py" or file_path.name.startswith(("""_""", """test""")     ):
                            continue
                     solution_file_paths.append(a__     )
       return solution_file_paths




def 				lowerCamelCase__				(						)		->	str:
       with open(os.environ["""GITHUB_EVENT_PATH"""]     ) as file:
              UpperCamelCase_							       =       json.load(a__     )
       return event["pull_request"]["url"] + "/files"




def 				lowerCamelCase__				(						)		->	list[pathlib.Path]:
       UpperCamelCase_							       =       []
       UpperCamelCase_							       =       {
           """Accept""": """application/vnd.github.v3+json""",
           """Authorization""": """token """ + os.environ["""GITHUB_TOKEN"""],
       }
       UpperCamelCase_							       =       requests.get(get_files_url()	,      headers=a__     ).json()
       for file in files:
              UpperCamelCase_							       =       pathlib.Path.cwd().joinpath(file["""filename"""]     )
              if (
                  filepath.suffix != ".py"
                  or filepath.name.startswith(("""_""", """test""")     )
                  or not filepath.name.startswith("""sol"""     )
              ):
                     continue
              solution_file_paths.append(a__     )
       return solution_file_paths




def 				lowerCamelCase__				(						)		->	list[pathlib.Path]:
       if os.environ.get("""CI"""     ) and os.environ.get("""GITHUB_EVENT_NAME"""     ) == "pull_request":
              # Return only if there are any, otherwise default to all solutions
              if filepaths := added_solution_file_path():
                     return filepaths
       return all_solution_file_paths()







@pytest.mark.parametrize(
    """solution_path"""	,      collect_solution_file_paths()	,      ids=lambda a__     : f'''{path.parent.name}/{path.name}'''	,      )
def 				lowerCamelCase__				(						a__  :  pathlib.Path     )		->	None:
       UpperCamelCase_							       =       solution_path.parent.name[8:].zfill(3     )
       UpperCamelCase_							       =       PROBLEM_ANSWERS[problem_number]
       UpperCamelCase_							       =       convert_path_to_module(a__     )
       UpperCamelCase_							       =       str(solution_module.solution()     )  # type: ignore
       UpperCamelCase_							       =       hashlib.shaaaa(answer.encode()     ).hexdigest()
       assert (
           answer == expected
       ), f'''Expected solution to {problem_number} to have hash {expected}, got {answer}'''



