


'''simple docstring'''


import json
import os
from datetime import date
from pathlib import Path

from tabulate import DataRow, TableFormat, tabulate


lowerCamelCase__    	=							TableFormat(
    lineabove=None,
    linebelowheader=None,
    linebetweenrows=None,
    linebelow=None,
    headerrow=DataRow('', '|', '|'),
    datarow=DataRow('', '|', '|'),
    padding=1,
    with_header_hide=None,
)


lowerCamelCase__    	=							[]
lowerCamelCase__    	=							[]

lowerCamelCase__    	=							{'type': 'section', 'text': {'type': 'plain_text', 'text': 'No failed tests! 🤗', 'emoji': True}}

lowerCamelCase__    	=							[
    {
        'type': 'header',
        'text': {
            'type': 'plain_text',
            'text': F'''🤗 Accelerate nightly {os.environ.get("TEST_TYPE", "")} test results''',
            'emoji': True,
        },
    }
]

lowerCamelCase__    	=							0
for log in Path().glob('*.log'):
						lowerCamelCase__    	=							0
						with open(log, 'r') as f:
												for line in f:
																		lowerCamelCase__    	=							json.loads(line)
																		if line.get('nodeid', '') != "":
																								lowerCamelCase__    	=							line['nodeid']
																								if line.get('duration', None) is not None:
																														lowerCamelCase__    	=							F'''{line["duration"]:.4f}'''
																														if line.get('outcome', '') == "failed":
																																				section_num_failed += 1
																																				failed.append([test, duration, log.name.split('_')[0]])
																																				total_num_failed += 1
						group_info.append([str(log), section_num_failed, failed])
						lowerCamelCase__    	=							[]
						log.unlink()

lowerCamelCase__    	=							''
lowerCamelCase__    	=							[]
if total_num_failed > 0:
						for name, num_failed, failed_tests in group_info:
												if num_failed > 0:
																		if num_failed == 1:
																								message += F"*{name[1:]}: {num_failed} failed test*\n"
																		else:
																								message += F"*{name[1:]}: {num_failed} failed tests*\n"
																		lowerCamelCase__    	=							[]
																		lowerCamelCase__    	=							{}
																		for test in failed_tests:
																								lowerCamelCase__    	=							test[0].split('::')
																								lowerCamelCase__    	=							data[0].split('/')[-1]
																								if data[0] not in filesafailed:
																														lowerCamelCase__    	=							[data[1:]]
																								else:
																														filesafailed[data[0]] += [data[1:]]
																								failed_table.append(data)

																		lowerCamelCase__    	=							[test[0] for test in failed_table]
																		lowerCamelCase__    	=							list(set(files))
																		# Count number of instances in failed_tests
																		lowerCamelCase__    	=							[]
																		for file in individual_files:
																								table.append([file, len(filesafailed[file])])

																		lowerCamelCase__    	=							tabulate(
																		    table,
																		    headers=['Test Location', 'Num Failed'],
																		    tablefmt=hf_table_format,
																		    stralign='right',
																		)
																		message += F"\n```\n{failed_table}\n```"
																		all_filesafailed.append(filesafailed)
						if len(message) > 3_000:
												lowerCamelCase__    	=							'Too many failed tests, please see the full report in the Action results.'
												lowerCamelCase__    	=							len(err) + 10
												lowerCamelCase__    	=							message[: 3_000 - offset] + F'''\n...\n```\n{err}'''
						print(F'''### {message}''')
else:
						lowerCamelCase__    	=							'No failed tests! 🤗'
						print(F'''## {message}''')
						payload.append(no_error_payload)

if os.environ.get('TEST_TYPE', '') != "":
						from slack_sdk import WebClient

						lowerCamelCase__    	=							WebClient(token=os.environ['SLACK_API_TOKEN'])
						if message != "No failed tests! 🤗":
												lowerCamelCase__    	=							{
												    'type': 'section',
												    'text': {
												        'type': 'mrkdwn',
												        'text': message,
												    },
												}
												payload.append(md_report)
												lowerCamelCase__    	=							{
												    'type': 'section',
												    'text': {
												        'type': 'mrkdwn',
												        'text': '*For more details:*',
												    },
												    'accessory': {
												        'type': 'button',
												        'text': {
												            'type': 'plain_text',
												            'text': 'Check Action results',
												            'emoji': True,
												        },
												        'url': F'''https://github.com/{os.environ["GITHUB_REPOSITORY"]}/actions/runs/{os.environ["GITHUB_RUN_ID"]}''',
												    },
												}
												payload.append(action_button)
												lowerCamelCase__    	=							{
												    'type': 'context',
												    'elements': [
												        {
												            'type': 'plain_text',
												            'text': F'''Nightly {os.environ.get("TEST_TYPE")} test results for {date.today()}''',
												        }
												    ],
												}
												payload.append(date_report)
						lowerCamelCase__    	=							client.chat_postMessage(channel='#accelerate-ci-daily', text=message, blocks=payload)
						lowerCamelCase__    	=							response.data['ts']
						for failed_file in all_filesafailed:
												for test_location, test_failures in failed_file.items():
																		# Keep only the first instance of the test name
																		lowerCamelCase__    	=							''
																		for i, row in enumerate(test_failures):
																								if row[0] != test_class:
																														lowerCamelCase__    	=							row[0]
																								else:
																														lowerCamelCase__    	=							''

																		lowerCamelCase__    	=							{
																		    'type': 'section',
																		    'text': {
																		        'type': 'mrkdwn',
																		        'text': F'''Test location: {test_location}\n```\n{tabulate(test_failures, headers=["Class", "Test"], tablefmt=hf_table_format, stralign="right")}\n```''',
																		    },
																		}

																		client.chat_postMessage(
																		    channel='#accelerate-ci-daily',
																		    thread_ts=ts,
																		    blocks=[payload],
																		)







'''simple docstring'''


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

import black


lowerCamelCase__    	=     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.
lowerCamelCase__    	=     '    \"""\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 	lowerCAmelCase__			(			unittest.TestCase	):




			def 							lowerCAmelCase__    (		self  :     Any )   ->Any:



					'''simple docstring'''







					_UpperCAmelCase		:       Optional[int]								=      tempfile.mkdtemp()
					os.makedirs(os.path.join(self.diffusers_dir	,  "schedulers/" ) )
					_UpperCAmelCase		:       Optional[Any]								=      self.diffusers_dir
					shutil.copy(
					    os.path.join(lowerCamelCase__	,  "src/diffusers/schedulers/scheduling_ddpm.py" )	,  os.path.join(self.diffusers_dir	,  "schedulers/scheduling_ddpm.py" )	,  )




			def 							lowerCAmelCase__    (		self  :     Union[str, Any] )   ->str:



					'''simple docstring'''







					_UpperCAmelCase		:       int								=      "src/diffusers"
					shutil.rmtree(self.diffusers_dir )




			def 							lowerCAmelCase__    (		self  :     str	,  lowerCamelCase__  :     List[str]	,  lowerCamelCase__  :     Optional[Any]	,  lowerCamelCase__  :     Union[str, Any]	,  lowerCamelCase__  :     Any=None )   ->List[str]:



					'''simple docstring'''







					_UpperCAmelCase		:       Union[str, Any]								=      comment + F"""\nclass {class_name}(nn.Module):\n""" + class_code
					if overwrite_result is not None:
							_UpperCAmelCase		:       Tuple								=      comment + F"""\nclass {class_name}(nn.Module):\n""" + overwrite_result
					_UpperCAmelCase		:       Optional[Any]								=      black.Mode(target_versions={black.TargetVersion.PYaa}	,  line_length=1_19 )
					_UpperCAmelCase		:       Tuple								=      black.format_str(lowerCamelCase__	,  mode=lowerCamelCase__ )
					_UpperCAmelCase		:       Optional[int]								=      os.path.join(self.diffusers_dir	,  "new_code.py" )
					with open(lowerCamelCase__	,  "w"	,  newline="\n" ) as f:
							f.write(lowerCamelCase__ )
					if overwrite_result is None:
							self.assertTrue(len(check_copies.is_copy_consistent(lowerCamelCase__ ) ) == 0 )
					else:
							check_copies.is_copy_consistent(f.name	,  overwrite=lowerCamelCase__ )
							with open(lowerCamelCase__	,  "r" ) as f:
									self.assertTrue(f.read()	,  lowerCamelCase__ )




			def 							lowerCAmelCase__    (		self  :     str )   ->Tuple:



					'''simple docstring'''







					_UpperCAmelCase		:       Tuple								=      check_copies.find_code_in_diffusers("schedulers.scheduling_ddpm.DDPMSchedulerOutput" )
					self.assertEqual(lowerCamelCase__	,  lowerCamelCase__ )






			def 							lowerCAmelCase__    (		self  :     Union[str, Any] )   ->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"	,  lowerCamelCase__	,  )

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

					# Copy consistency with a really long name
					_UpperCAmelCase		:       int								=      "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"	,  lowerCamelCase__	,  lowerCamelCase__ )	,  )

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



