

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


a__				=		WebClient(token=os.environ['''CI_SLACK_BOT_TOKEN'''])



def    __UpperCAmelCase (	__a      :			List[str]	)			->     List[Any]:

					"""simple docstring"""

					_a	:    str         =		test_results.split(''' '''	)

					_a	:    Tuple         =		0
					_a	:    Union[str, 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.
					_a	:    Tuple         =		expressions[-2] if '''=''' in expressions[-1] else expressions[-1]

					for i, expression in enumerate(__a	):
										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      :			Optional[Any]	)			->     Union[str, Any]:

					"""simple docstring"""

					_a	:    Dict         =		{}
					_a	:    int         =		None
					_a	:    int         =		False
					for line in failures_short_lines.split('''\n'''	):
										if re.search(R'''_ \[doctest\]'''		,__a	):
															_a	:    Tuple         =		True
															_a	:    List[str]         =		line.split(''' '''	)[2]
										elif in_error and not line.split(''' '''	)[0].isdigit():
															_a	:    str         =		line
															_a	:    Union[str, Any]         =		False

					return failures

class 				UpperCAmelCase_		:
							"""simple docstring"""







							def __init__(			self       ,							_a       ,							_a       )    ->    str:
												_a	:    Optional[Any]         =		title

												_a	:    List[Any]         =		doc_test_results['''time_spent'''].split(''','''       )[0]
												_a	:    Union[str, Any]         =		doc_test_results['''success''']
												_a	:    List[str]         =		doc_test_results['''failures''']
												_a	:    Union[str, Any]         =		self.n_success + self.n_failures

												# Failures and success of the modeling tests
												_a	:    Tuple         =		doc_test_results


							@property
							def 				__lowercase				(			self       )    ->    str:
												_a	:    Union[str, Any]         =		[self._time_spent]
												_a	:    Optional[int]         =		0

												for time in time_spent:
																	_a	:    str         =		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(_a       ) == 1:
																						_a	:    Tuple         =		[0, 0, time_parts[0]]

																	_a      ,					_a      ,					_a	:    List[str]         =		int(time_parts[0]       ), int(time_parts[1]       ), float(time_parts[2]       )
																	total_secs += hours * 3_6_0_0 + minutes * 6_0 + seconds

												_a      ,					_a      ,					_a	:    Tuple         =		total_secs // 3_6_0_0, (total_secs % 3_6_0_0) // 6_0, total_secs % 6_0
												return F"""{int(_a       )}h{int(_a       )}m{int(_a       )}s"""


							@property
							def 				__lowercase				(			self       )    ->    Dict:
												return {"type": "header", "text": {"type": "plain_text", "text": self.title}}


							@property
							def 				__lowercase				(			self       )    ->    Dict:
												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 				__lowercase				(			self       )    ->    Dict:
												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 				__lowercase				(			self       )    ->    Dict:
												_a	:    Any         =		4_0
												_a	:    Optional[Any]         =		{k: v['''failed'''] for k, v in doc_test_results.items() if isinstance(_a       ,							_a       )}

												_a	:    List[str]         =		''''''
												for category, failures in category_failures.items():
																	if len(_a       ) == 0:
																						continue

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

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

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


							@property
							def 				__lowercase				(			self       )    ->    str:
												_a	:    int         =		[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(_a       )


							@staticmethod
							def 				__lowercase				(			)    ->    int:
												_a	:    List[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(_a       )}       )       )

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


							def 				__lowercase				(			self       )    ->    Optional[int]:
												print('''Sending the following payload'''       )
												print(json.dumps({'''blocks''': json.loads(self.payload       )}       )       )

												_a	:    Tuple         =		F"""{self.n_failures} failures out of {self.n_tests} tests,""" if self.n_failures else '''All tests passed.'''

												_a	:    Optional[Any]         =		client.chat_postMessage(
												    channel=os.environ['''CI_SLACK_CHANNEL_ID_DAILY''']       ,							blocks=self.payload       ,							text=_a       ,							)


							def 				__lowercase				(			self       ,							_a       ,							_a       ,							_a       ,							_a       )    ->    int:
												_a	:    List[Any]         =		''''''
												for key, value in failures.items():
																	_a	:    List[Any]         =		value[:2_0_0] + ''' [Truncated]''' if len(_a       ) > 2_5_0 else value
																	failures_text += F"""*{key}*\n_{value}_\n\n"""

												_a	:    List[str]         =		job_name
												_a	:    int         =		{'''type''': '''section''', '''text''': {'''type''': '''mrkdwn''', '''text''': text}}

												if job_link is not None:
																	_a	:    str         =		{
																	    '''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 				__lowercase				(			self       )    ->    List[str]:
												if self.thread_ts is None:
																	raise ValueError('''Can only post reply if a post has been made.'''       )

												_a	:    List[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'''       )

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

																						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=_a       ,							thread_ts=self.thread_ts['''ts''']       ,							)

																						time.sleep(1       )



def    __UpperCAmelCase (	)			->     List[str]:

					"""simple docstring"""

					_a	:    Optional[int]         =		os.environ['''GITHUB_RUN_ID''']
					_a	:    str         =		F"""https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100"""
					_a	:    List[str]         =		requests.get(__a	).json()
					_a	:    str         =		{}

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

										for i in range(__a	):
															_a	:    Optional[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.'''		,__a	)

					return {}



def    __UpperCAmelCase (	__a      :			str	)			->     Tuple:

					"""simple docstring"""

					_a	:    List[str]         =		{}

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

					return _artifact



def    __UpperCAmelCase (	)			->     Any:

					"""simple docstring"""

					class 				UpperCAmelCase_		:
												"""simple docstring"""







												def __init__(			self       ,							_a       )    ->    Tuple:
																	_a	:    List[str]         =		name
																	_a	:    Dict         =		[]


												def __str__(			self       )    ->    Optional[int]:
																	return self.name




												def 				__lowercase				(			self       ,							_a       )    ->    Optional[Any]:
																	self.paths.append({'''name''': self.name, '''path''': path}       )



					_a	:    Dict[str, Artifact]         =		{}

					_a	:    Dict         =		filter(os.path.isdir		,os.listdir()	)
					for directory in directories:
										_a	:    Dict         =		directory
										if artifact_name not in _available_artifacts:
															_a	:    Tuple         =		Artifact(__a	)

															_available_artifacts[artifact_name].add_path(__a	)

					return _available_artifacts


if __name__ == "__main__":
			a__				=		get_job_links()
			a__				=		retrieve_available_artifacts()

			a__				=		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'
			a__				=		{
			    v: {
			        '''failed''': [],
			        '''failures''': {},
			    }
			    for v in docs.values()
			}

			# Link to the GitHub Action job
			a__				=		github_actions_job_links.get('''run_doctests''')

			a__				=		available_artifacts['''doc_tests_gpu_test_reports'''].paths[0]
			a__				=		retrieve_artifact(artifact_path['''name'''])
			if "stats" in artifact:
						a__		,			a__		,			a__				=		handle_test_results(artifact['''stats'''])
						a__				=		failed
						a__				=		success
						a__				=		time_spent[1:-1] + ''', '''

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

												if "::" in line:
															a__		,			a__				=		line.split('''::''')
												else:
															a__		,			a__				=		line, line

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

																		a__				=		all_failures[test] if test in all_failures else '''N/A'''
																		a__				=		failure
																		break

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






def    __UpperCAmelCase (	__a      :			str	)			->     int:

					"""simple docstring"""

					assert column_title.isupper()
					_a	:    Optional[Any]         =		0
					_a	:    List[Any]         =		len(__a	) - 1
					_a	:    List[str]         =		0

					while index >= 0:
										_a	:    Dict         =		(ord(column_title[index]	) - 64) * pow(26		,__a	)
										answer += value
										power += 1
										index -= 1

					return answer


if __name__ == "__main__":
			from doctest import testmod

			testmod()



