


import os
import re
import shutil
import sys
import tempfile
import unittest

import black


A			:						Tuple        =  os.path.abspath(os.path.dirname(os.path.dirname(os.path.dirname(__file__))))
sys.path.append(os.path.join(git_repo_path, 'utils'))

import check_copies  # noqa: E402


# This is the reference code that will be used in the tests.
# If DDPMSchedulerOutput is changed in scheduling_ddpm.py, this code needs to be manually updated.
A			:						Optional[Any]        =  '    \"""\n    Output class for the scheduler\'s step function output.\n\n    Args:\n        prev_sample (`torch.FloatTensor` of shape `(batch_size, num_channels, height, width)` for images):\n            Computed sample (x_{t-1}) of previous timestep. `prev_sample` should be used as next model input in the\n            denoising loop.\n        pred_original_sample (`torch.FloatTensor` of shape `(batch_size, num_channels, height, width)` for images):\n            The predicted denoised sample (x_{0}) based on the model output from the current timestep.\n            `pred_original_sample` can be used to preview progress or for guidance.\n    \"""\n\n    prev_sample: torch.FloatTensor\n    pred_original_sample: Optional[torch.FloatTensor] = None\n'



class 				A       (			unittest.TestCase				):
					'''simple docstring'''






					def     lowerCamelCase__	(self       :		Dict						)		->  List[str]:




							"""simple docstring"""


							lowercase__	     =						tempfile.mkdtemp()
							os.makedirs(os.path.join(self.diffusers_dir ,   """schedulers/"""						)						)
							lowercase__	     =						self.diffusers_dir
							shutil.copy(
							    os.path.join(_UpperCAmelCase ,   """src/diffusers/schedulers/scheduling_ddpm.py"""						) ,   os.path.join(self.diffusers_dir ,   """schedulers/scheduling_ddpm.py"""						) ,   )

					def     lowerCamelCase__	(self       :		List[str]						)		->  str:




							"""simple docstring"""


							lowercase__	     =						"""src/diffusers"""
							shutil.rmtree(self.diffusers_dir						)

					def     lowerCamelCase__	(self       :		Dict ,   _UpperCAmelCase       :		int ,   _UpperCAmelCase       :		int ,   _UpperCAmelCase       :		str ,   _UpperCAmelCase       :		str=None						)		->  int:




							"""simple docstring"""


							lowercase__	     =						comment + f'''\nclass {class_name}(nn.Module):\n''' + class_code
							if overwrite_result is not None:
									lowercase__	     =						comment + f'''\nclass {class_name}(nn.Module):\n''' + overwrite_result
							lowercase__	     =						black.Mode(target_versions={black.TargetVersion.PYaa} ,   line_length=119						)
							lowercase__	     =						black.format_str(_UpperCAmelCase ,   mode=_UpperCAmelCase						)
							lowercase__	     =						os.path.join(self.diffusers_dir ,   """new_code.py"""						)
							with open(_UpperCAmelCase ,   """w""" ,   newline="""\n"""						) as f:
									f.write(_UpperCAmelCase						)
							if overwrite_result is None:
									self.assertTrue(len(check_copies.is_copy_consistent(_UpperCAmelCase						)						) == 0						)
							else:
									check_copies.is_copy_consistent(f.name ,   overwrite=_UpperCAmelCase						)
									with open(_UpperCAmelCase ,   """r"""						) as f:
											self.assertTrue(f.read() ,   _UpperCAmelCase						)

					def     lowerCamelCase__	(self       :		Any						)		->  Tuple:




							"""simple docstring"""


							lowercase__	     =						check_copies.find_code_in_diffusers("""schedulers.scheduling_ddpm.DDPMSchedulerOutput"""						)
							self.assertEqual(_UpperCAmelCase ,   _UpperCAmelCase						)


					def     lowerCamelCase__	(self       :		Optional[int]						)		->  Optional[int]:




							"""simple docstring"""


							self.check_copy_consistency(
							    """# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput""" ,   """DDPMSchedulerOutput""" ,   REFERENCE_CODE + """\n""" ,   )

							# With no empty line at the end
							self.check_copy_consistency(
							    """# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput""" ,   """DDPMSchedulerOutput""" ,   _UpperCAmelCase ,   )

							# Copy consistency with rename
							self.check_copy_consistency(
							    """# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput with DDPM->Test""" ,   """TestSchedulerOutput""" ,   re.sub("""DDPM""" ,   """Test""" ,   _UpperCAmelCase						) ,   )

							# Copy consistency with a really long name
							lowercase__	     =						"""TestClassWithAReallyLongNameBecauseSomePeopleLikeThatForSomeReason"""
							self.check_copy_consistency(
							    f'''# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput with DDPM->{long_class_name}''' ,   f'''{long_class_name}SchedulerOutput''' ,   re.sub("""Bert""" ,   _UpperCAmelCase ,   _UpperCAmelCase						) ,   )

							# Copy consistency with overwrite
							self.check_copy_consistency(
							    """# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput with DDPM->Test""" ,   """TestSchedulerOutput""" ,   _UpperCAmelCase ,   overwrite_result=re.sub("""DDPM""" ,   """Test""" ,   _UpperCAmelCase						) ,   )





import os
import zipfile

import requests
from get_ci_error_statistics import download_artifact, get_artifacts_links






def 					UpperCamelCase   (      __magic_name__	:				Dict       ,       __magic_name__	:				List[str]=7	)  ->    Dict:
		"""simple docstring"""




		lowercase__	     =						None
		if token is not None:
				lowercase__	     =						{"""Accept""": """application/vnd.github+json""", """Authorization""": f'''Bearer {token}'''}

		# The id of a workflow (not of a workflow run)
		lowercase__	     =						"""636036"""

		lowercase__	     =						f'''https://api.github.com/repos/huggingface/transformers/actions/workflows/{workflow_id}/runs'''
		# On `main` branch + event being `schedule` + not returning PRs + only `num_runs` results
		url += f'''?branch=main&event=schedule&exclude_pull_requests=true&per_page={num_runs}'''

		lowercase__	     =						requests.get(__magic_name__       ,       headers=__magic_name__	).json()

		return result["workflow_runs"]






def 					UpperCamelCase   (      __magic_name__	:				str	)  ->    Dict:
		"""simple docstring"""




		lowercase__	     =						get_daily_ci_runs(__magic_name__	)
		lowercase__	     =						None
		for workflow_run in workflow_runs:
				if workflow_run["status"] == "completed":
						lowercase__	     =						workflow_run["""id"""]
						break

		return workflow_run_id






def 					UpperCamelCase   (      __magic_name__	:				str       ,       __magic_name__	:				List[Any]       ,       __magic_name__	:				Dict	)  ->    str:
		"""simple docstring"""




		lowercase__	     =						get_last_daily_ci_runs(__magic_name__	)
		if workflow_run_id is not None:
				lowercase__	     =						get_artifacts_links(worflow_run_id=__magic_name__       ,       token=__magic_name__	)
				for artifact_name in artifact_names:
						if artifact_name in artifacts_links:
								lowercase__	     =						artifacts_links[artifact_name]
								download_artifact(
								    artifact_name=__magic_name__       ,       artifact_url=__magic_name__       ,       output_dir=__magic_name__       ,       token=__magic_name__	)







def 					UpperCamelCase   (      __magic_name__	:				List[str]       ,       __magic_name__	:				str       ,       __magic_name__	:				Union[str, Any]	)  ->    Tuple:
		"""simple docstring"""




		get_last_daily_ci_artifacts(__magic_name__       ,       __magic_name__       ,       __magic_name__	)

		lowercase__	     =						{}
		for artifact_name in artifact_names:
				lowercase__	     =						os.path.join(__magic_name__       ,       f'''{artifact_name}.zip'''	)
				if os.path.isfile(__magic_name__	):
						lowercase__	     =						{}
						with zipfile.ZipFile(__magic_name__	) as z:
								for filename in z.namelist():
										if not os.path.isdir(__magic_name__	):
												# read the file
												with z.open(__magic_name__	) as f:
														lowercase__	     =						f.read().decode("""UTF-8"""	)

		return results

