import collections
import json
import math
import os
import re
import time
from fnmatch import fnmatch
from typing import Dict

import requests
from slack_sdk import WebClient


lowerCAmelCase__     :   Any		=   WebClient(token=os.environ['''CI_SLACK_BOT_TOKEN'''])
def  UpperCamelCase__						(				A__    )   ->					Tuple:
				snake_case__					:	int												=      test_results.split(' '    )

				snake_case__					:	Optional[Any]												=      0
				snake_case__					:	Optional[Any]												=      0

				# When the output is short enough, the output is surrounded by = signs: "== OUTPUT =="
				# When it is too long, those signs are not present.
				snake_case__					:	Union[str, Any]												=      expressions[-2] if '=' in expressions[-1] else expressions[-1]

				for i, expression in enumerate(lowerCAmelCase_    ):
								if "failed" in expression:
												failed += int(expressions[i - 1]    )
								if "passed" in expression:
												success += int(expressions[i - 1]    )

				return failed, success, time_spent
def  UpperCamelCase__						(				A__    )   ->					str:
				snake_case__					:	List[str]												=      {}
				snake_case__					:	str												=      None
				snake_case__					:	List[str]												=      False
				for line in failures_short_lines.split('\n'    ):
								if re.search(r'_ \[doctest\]'			, lowerCAmelCase_    ):
												snake_case__					:	int												=      True
												snake_case__					:	Any												=      line.split(' '    )[2]
								elif in_error and not line.split(' '    )[0].isdigit():
												snake_case__					:	Any												=      line
												snake_case__					:	Union[str, Any]												=      False

				return failures





class  __snake_case  :




					def __init__(   self    ,       __UpperCamelCase    ,       __UpperCamelCase		)     ->  str:



									'''simple docstring'''







									snake_case__					:	str												=      title

									snake_case__					:	Tuple												=      doc_test_results['time_spent'].split(','		)[0]
									snake_case__					:	List[Any]												=      doc_test_results['success']
									snake_case__					:	Dict												=      doc_test_results['failures']
									snake_case__					:	Optional[Any]												=      self.n_success + self.n_failures

									# Failures and success of the modeling tests
									snake_case__					:	Union[str, Any]												=      doc_test_results




					@property
					def 			__a			(   self		)     ->  Any:



									'''simple docstring'''







									snake_case__					:	Union[str, Any]												=      [self._time_spent]
									snake_case__					:	List[str]												=      0

									for time in time_spent:
													snake_case__					:	Optional[Any]												=      time.split(':'		)

													# Time can be formatted as xx:xx:xx, as .xx, or as x.xx if the time spent was less than a minute.
													if len(_UpperCAmelCase		) == 1:
																	snake_case__					:	Union[str, Any]												=      [0, 0, time_parts[0]]

													snake_case__					:	Any												=      int(time_parts[0]		), int(time_parts[1]		), float(time_parts[2]		)
													total_secs += hours * 3600 + minutes * 60 + seconds

									snake_case__					:	Any												=      total_secs // 3600, (total_secs % 3600) // 60, total_secs % 60
									return F"""{int(_UpperCAmelCase		)}h{int(_UpperCAmelCase		)}m{int(_UpperCAmelCase		)}s"""




					@property
					def 			__a			(   self		)     ->  Tuple:



									'''simple docstring'''







									return {"type": "header", "text": {"type": "plain_text", "text": self.title}}




					@property
					def 			__a			(   self		)     ->  Union[str, Any]:



									'''simple docstring'''







									return {
									    "type": "section",
									    "text": {
									        "type": "plain_text",
									        "text": F"""🌞 There were no failures: all {self.n_tests} tests passed. The suite ran in {self.time}.""",
									        "emoji": True,
									    },
									    "accessory": {
									        "type": "button",
									        "text": {"type": "plain_text", "text": "Check Action results", "emoji": True},
									        "url": F"""https://github.com/huggingface/transformers/actions/runs/{os.environ['GITHUB_RUN_ID']}""",
									    },
									}




					@property
					def 			__a			(   self		)     ->  Dict:



									'''simple docstring'''







									return {
									    "type": "section",
									    "text": {
									        "type": "plain_text",
									        "text": (
									            F"""There were {self.n_failures} failures, out of {self.n_tests} tests.\nThe suite ran in"""
									            F""" {self.time}."""
									        ),
									        "emoji": True,
									    },
									    "accessory": {
									        "type": "button",
									        "text": {"type": "plain_text", "text": "Check Action results", "emoji": True},
									        "url": F"""https://github.com/huggingface/transformers/actions/runs/{os.environ['GITHUB_RUN_ID']}""",
									    },
									}




					@property
					def 			__a			(   self		)     ->  Dict:



									'''simple docstring'''







									snake_case__					:	List[str]												=      40
									snake_case__					:	Optional[int]												=      {k: v['failed'] for k, v in doc_test_results.items() if isinstance(_UpperCAmelCase    ,       _UpperCAmelCase		)}

									snake_case__					:	Optional[int]												=      ''
									for category, failures in category_failures.items():
													if len(_UpperCAmelCase		) == 0:
																	continue

													if report != "":
																	report += "\n\n"

													report += F"""*{category} failures*:""".ljust(line_length // 2		).rjust(line_length // 2		) + "\n"
													report += "`"
													report += "`\n`".join(_UpperCAmelCase		)
													report += "`"

									return {
									    "type": "section",
									    "text": {
									        "type": "mrkdwn",
									        "text": F"""The following examples had failures:\n\n\n{report}\n""",
									    },
									}




					@property
					def 			__a			(   self		)     ->  str:



									'''simple docstring'''







									snake_case__					:	List[Any]												=      [self.header]

									if self.n_failures > 0:
													blocks.append(self.failures		)

									if self.n_failures > 0:
													blocks.extend([self.category_failures]		)

									if self.n_failures == 0:
													blocks.append(self.no_failures		)

									return json.dumps(_UpperCAmelCase		)




					@staticmethod
					def 			__a			(   )     ->  List[Any]:



									'''simple docstring'''







									snake_case__					:	Union[str, Any]												=      [
									    {
									        'type': 'section',
									        'text': {
									            'type': 'plain_text',
									            'text': 'There was an issue running the tests.',
									        },
									        'accessory': {
									            'type': 'button',
									            'text': {'type': 'plain_text', 'text': 'Check Action results', 'emoji': True},
									            'url': F"""https://github.com/huggingface/transformers/actions/runs/{os.environ['GITHUB_RUN_ID']}""",
									        },
									    }
									]

									print('Sending the following payload'		)
									print(json.dumps({'blocks': json.loads(_UpperCAmelCase		)}		)		)

									client.chat_postMessage(
									    channel=os.environ['CI_SLACK_CHANNEL_ID_DAILY']    ,       text='There was an issue running the tests.'    ,       blocks=_UpperCAmelCase    ,       )




					def 			__a			(   self		)     ->  Tuple:



									'''simple docstring'''







									print('Sending the following payload'		)
									print(json.dumps({'blocks': json.loads(self.payload		)}		)		)

									snake_case__					:	List[Any]												=      F"""{self.n_failures} failures out of {self.n_tests} tests,""" if self.n_failures else 'All tests passed.'

									snake_case__					:	Dict												=      client.chat_postMessage(
									    channel=os.environ['CI_SLACK_CHANNEL_ID_DAILY']    ,       blocks=self.payload    ,       text=_UpperCAmelCase    ,       )




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



									'''simple docstring'''







									snake_case__					:	Union[str, Any]												=      ''
									for key, value in failures.items():
													snake_case__					:	Optional[Any]												=      value[:200] + ' [Truncated]' if len(_UpperCAmelCase		) > 250 else value
													failures_text += F"""*{key}*\n_{value}_\n\n"""

									snake_case__					:	Tuple												=      job_name
									snake_case__					:	Union[str, Any]												=      {'type': 'section', 'text': {'type': 'mrkdwn', 'text': text}}

									if job_link is not None:
													snake_case__					:	Optional[int]												=      {
													    'type': 'button',
													    'text': {'type': 'plain_text', 'text': 'GitHub Action job', 'emoji': True},
													    'url': job_link,
													}

									return [
									    {"type": "header", "text": {"type": "plain_text", "text": title.upper(), "emoji": True}},
									    content,
									    {"type": "section", "text": {"type": "mrkdwn", "text": failures_text}},
									]




					def 			__a			(   self		)     ->  Dict:



									'''simple docstring'''







									if self.thread_ts is None:
													raise ValueError('Can only post reply if a post has been made.'		)

									snake_case__					:	str												=      self.doc_test_results.pop('job_link'		)
									self.doc_test_results.pop('failures'		)
									self.doc_test_results.pop('success'		)
									self.doc_test_results.pop('time_spent'		)

									snake_case__					:	Tuple												=      sorted(self.doc_test_results.items()    ,       key=lambda __UpperCamelCase		: t[0]		)
									for job, job_result in sorted_dict:
													if len(job_result['failures']		):
																	snake_case__					:	Optional[int]												=      F"""*Num failures* :{len(job_result['failed']		)} \n"""
																	snake_case__					:	List[str]												=      job_result['failures']
																	snake_case__					:	str												=      self.get_reply_blocks(_UpperCAmelCase    ,       _UpperCAmelCase    ,       _UpperCAmelCase    ,       text=_UpperCAmelCase		)

																	print('Sending the following reply'		)
																	print(json.dumps({'blocks': blocks}		)		)

																	client.chat_postMessage(
																	    channel=os.environ['CI_SLACK_CHANNEL_ID_DAILY']    ,       text=F"""Results for {job}"""    ,       blocks=_UpperCAmelCase    ,       thread_ts=self.thread_ts['ts']    ,       )

																	time.sleep(1		)




def  UpperCamelCase__						(				)   ->					Optional[Any]:
				snake_case__					:	Optional[int]												=      os.environ['GITHUB_RUN_ID']
				snake_case__					:	Any												=      F"""https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100"""
				snake_case__					:	Union[str, Any]												=      requests.get(lowerCAmelCase_    ).json()
				snake_case__					:	List[Any]												=      {}

				try:
								jobs.update({job['name']: job['html_url'] for job in result['jobs']}    )
								snake_case__					:	int												=      math.ceil((result['total_count'] - 100) / 100    )

								for i in range(lowerCAmelCase_    ):
												snake_case__					:	List[Any]												=      requests.get(url + F"""&page={i + 2}"""    ).json()
												jobs.update({job['name']: job['html_url'] for job in result['jobs']}    )

								return jobs
				except Exception as e:
								print('Unknown error, could not fetch links.'			, lowerCAmelCase_    )

				return {}
def  UpperCamelCase__						(				A__    )   ->					Optional[int]:
				snake_case__					:	Optional[Any]												=      {}

				if os.path.exists(lowerCAmelCase_    ):
								snake_case__					:	Dict												=      os.listdir(lowerCAmelCase_    )
								for file in files:
												try:
																with open(os.path.join(lowerCAmelCase_			, lowerCAmelCase_    )			, encoding='utf-8'    ) as f:
																				snake_case__					:	List[str]												=      f.read()
												except UnicodeDecodeError as e:
																raise ValueError(F"""Could not open {os.path.join(lowerCAmelCase_			, lowerCAmelCase_    )}."""    ) from e

				return _artifact
def  UpperCamelCase__						(				)   ->					Optional[int]:





				class  __snake_case  :




									def __init__(   self    ,       __UpperCamelCase		)     ->  List[Any]:



													'''simple docstring'''







													snake_case__					:	str												=      name
													snake_case__					:	Union[str, Any]												=      []




									def __str__(   self		)     ->  Dict:



													'''simple docstring'''







													return self.name




									def 			__a			(   self    ,       __UpperCamelCase		)     ->  Tuple:



													'''simple docstring'''







													self.paths.append({'name': self.name, 'path': path}		)




				snake_case__					:	Dict[str, Artifact]												=      {}

				snake_case__					:	Any												=      filter(os.path.isdir			, os.listdir()    )
				for directory in directories:
								snake_case__					:	Optional[int]												=      directory
								if artifact_name not in _available_artifacts:
												snake_case__					:	Optional[Any]												=      Artifact(lowerCAmelCase_    )

												_available_artifacts[artifact_name].add_path(lowerCAmelCase_    )

				return _available_artifacts


if __name__ == "__main__":
				lowerCAmelCase__     :   List[str]		=   get_job_links()
				lowerCAmelCase__     :   Union[str, Any]		=   retrieve_available_artifacts()

				lowerCAmelCase__     :   List[str]		=   collections.OrderedDict(
				    [
				        ('''*.py''', '''API Examples'''),
				        ('''*.md''', '''MD Examples'''),
				    ]
				)

				# This dict will contain all the information relative to each doc test category:
				# - failed: list of failed tests
				# - failures: dict in the format 'test': 'error_message'
				lowerCAmelCase__     :   Optional[Any]		=   {
				    v: {
				        '''failed''': [],
				        '''failures''': {},
				    }
				    for v in docs.values()
				}

				# Link to the GitHub Action job
				lowerCAmelCase__     :   Union[str, Any]		=   github_actions_job_links.get('''run_doctests''')

				lowerCAmelCase__     :   Any		=   available_artifacts['''doc_tests_gpu_test_reports'''].paths[0]
				lowerCAmelCase__     :   Tuple		=   retrieve_artifact(artifact_path['''name'''])
				if "stats" in artifact:
								lowerCAmelCase__,     lowerCAmelCase__,     lowerCAmelCase__     :   Union[str, Any]		=   handle_test_results(artifact['''stats'''])
								lowerCAmelCase__     :   Dict		=   failed
								lowerCAmelCase__     :   Union[str, Any]		=   success
								lowerCAmelCase__     :   Optional[int]		=   time_spent[1:-1] + ''', '''

								lowerCAmelCase__     :   Dict		=   extract_first_line_failure(artifact['''failures_short'''])
								for line in artifact["summary_short"].split('''\n'''):
												if re.search('''FAILED''', line):
																lowerCAmelCase__     :   Optional[int]		=   line.replace('''FAILED ''', '''''')
																lowerCAmelCase__     :   Dict		=   line.split()[0].replace('''\n''', '''''')

																if "::" in line:
																				lowerCAmelCase__,     lowerCAmelCase__     :   List[str]		=   line.split('''::''')
																else:
																				lowerCAmelCase__,     lowerCAmelCase__     :   Dict		=   line, line

																for file_regex in docs.keys():
																				if fnmatch(file_path, file_regex):
																								lowerCAmelCase__     :   Optional[int]		=   docs[file_regex]
																								doc_test_results[category]["failed"].append(test)

																								lowerCAmelCase__     :   Union[str, Any]		=   all_failures[test] if test in all_failures else '''N/A'''
																								lowerCAmelCase__     :   Dict		=   failure
																								break

				lowerCAmelCase__     :   Tuple		=   Message('''🤗 Results of the doc tests.''', doc_test_results)
				message.post()
				message.post_reply()







'''simple docstring'''

import math



def      __lowerCamelCase     (      lowerCAmelCase_  )			->      bool:
		_a     :      Optional[int]        =							math.loga(math.sqrt(4 * positive_integer + 1  ) / 2 + 1 / 2  )

		return exponent == int(lowerCAmelCase_  )



def      __lowerCamelCase     (      lowerCAmelCase_ = 1 / 12345  )			->      int:
		_a     :      int        =							0
		_a     :      Optional[Any]        =							0

		_a     :      int        =							3
		while True:
				_a     :      Tuple        =							(integer**2 - 1) / 4
				# if candidate is an integer, then there is a partition for k
				if partition_candidate == int(lowerCAmelCase_  ):
						_a     :      Union[str, Any]        =							int(lowerCAmelCase_  )
						total_partitions += 1
						if check_partition_perfect(lowerCAmelCase_  ):
								perfect_partitions += 1
				if perfect_partitions > 0:
						if perfect_partitions / total_partitions < max_proportion:
								return int(lowerCAmelCase_  )
				integer += 1


if __name__ == "__main__":
							print(f"""{solution() = }""")




