






'''simple docstring'''







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





def 			SCREAMING_SNAKE_CASE_	(UpperCamelCase				)				->	Tuple:
							lowerCamelCase__ :     int	  =	test_results.split(""" """				)

							lowerCamelCase__ :     Optional[int]	  =	0
							lowerCamelCase__ :     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.
							lowerCamelCase__ :     Union[str, Any]	  =	expressions[-2] if """=""" in expressions[-1] else expressions[-1]

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

							return failed, success, time_spent





def 			SCREAMING_SNAKE_CASE_	(UpperCamelCase				)				->	Tuple:
							lowerCamelCase__ :     Optional[Any]	  =	{}
							lowerCamelCase__ :     int	  =	None
							lowerCamelCase__ :     Optional[int]	  =	False
							for line in failures_short_lines.split("""\n"""				):
														if re.search(r"""_ \[doctest\]"""    ,      UpperCamelCase				):
																					lowerCamelCase__ :     Dict	  =	True
																					lowerCamelCase__ :     Optional[int]	  =	line.split(""" """				)[2]
														elif in_error and not line.split(""" """				)[0].isdigit():
																					lowerCamelCase__ :     List[str]	  =	line
																					lowerCamelCase__ :     int	  =	False

							return failures

class _lowercase     :




							def __init__(							self:    Tuple      ,							UpperCamelCase__:    str      ,							UpperCamelCase__:    Dict					):
														lowerCamelCase__ :     Union[str, Any]	  =	title

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

														# Failures and success of the modeling tests
														lowerCamelCase__ :     str	  =	doc_test_results




							@property
							def 		lowerCamelCase_    (							self:    Dict					):
														lowerCamelCase__ :     Union[str, Any]	  =	[self._time_spent]
														lowerCamelCase__ :     Tuple	  =	0

														for time in time_spent:
																					lowerCamelCase__ :     Tuple	  =	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:
																												lowerCamelCase__ :     Tuple	  =	[0, 0, time_parts[0]]

																					lowerCamelCase__  ,		lowerCamelCase__  ,		lowerCamelCase__ :     List[Any]	  =	int(time_parts[0]					), int(time_parts[1]					), float(time_parts[2]					)
																					total_secs += hours * 3_600 + minutes * 60 + seconds

														lowerCamelCase__  ,		lowerCamelCase__  ,		lowerCamelCase__ :     List[Any]	  =	total_secs // 3_600, (total_secs % 3_600) // 60, total_secs % 60
														return F'''{int(UpperCamelCase__					)}h{int(UpperCamelCase__					)}m{int(UpperCamelCase__					)}s'''




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




							@property
							def 		lowerCamelCase_    (							self:    Any					):
														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 		lowerCamelCase_    (							self:    Any					):
														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 		lowerCamelCase_    (							self:    Optional[Any]					):
														lowerCamelCase__ :     Any	  =	40
														lowerCamelCase__ :     List[str]	  =	{k: v["""failed"""] for k, v in doc_test_results.items() if isinstance(UpperCamelCase__      ,							UpperCamelCase__					)}

														lowerCamelCase__ :     List[Any]	  =	""""""
														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 		lowerCamelCase_    (							self:    Any					):
														lowerCamelCase__ :     Union[str, 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 		lowerCamelCase_    (							):
														lowerCamelCase__ :     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(UpperCamelCase__					)}					)					)

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




							def 		lowerCamelCase_    (							self:    Any					):
														print("""Sending the following payload"""					)
														print(json.dumps({"""blocks""": json.loads(self.payload					)}					)					)

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

														lowerCamelCase__ :     List[str]	  =	client.chat_postMessage(
														    channel=os.environ["""CI_SLACK_CHANNEL_ID_DAILY"""]      ,							blocks=self.payload      ,							text=UpperCamelCase__      ,							)




							def 		lowerCamelCase_    (							self:    Any      ,							UpperCamelCase__:    str      ,							UpperCamelCase__:    Dict      ,							UpperCamelCase__:    List[Any]      ,							UpperCamelCase__:    Union[str, Any]					):
														lowerCamelCase__ :     Optional[Any]	  =	""""""
														for key, value in failures.items():
																					lowerCamelCase__ :     int	  =	value[:200] + """ [Truncated]""" if len(UpperCamelCase__					) > 250 else value
																					failures_text += F'''*{key}*\n_{value}_\n\n'''

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

														if job_link is not None:
																					lowerCamelCase__ :     Union[str, Any]	  =	{
																					    """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 		lowerCamelCase_    (							self:    Tuple					):
														if self.thread_ts is None:
																					raise ValueError("""Can only post reply if a post has been made."""					)

														lowerCamelCase__ :     int	  =	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"""					)

														lowerCamelCase__ :     List[Any]	  =	sorted(self.doc_test_results.items()      ,							key=lambda UpperCamelCase__					: t[0]					)
														for job, job_result in sorted_dict:
																					if len(job_result["""failures"""]					):
																												lowerCamelCase__ :     Union[str, Any]	  =	F'''*Num failures* :{len(job_result['failed']					)} \n'''
																												lowerCamelCase__ :     Union[str, Any]	  =	job_result["""failures"""]
																												lowerCamelCase__ :     int	  =	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 			SCREAMING_SNAKE_CASE_	()				->	Tuple:
							lowerCamelCase__ :     Any	  =	os.environ["""GITHUB_RUN_ID"""]
							lowerCamelCase__ :     List[Any]	  =	f'''https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100'''
							lowerCamelCase__ :     Optional[int]	  =	requests.get(UpperCamelCase				).json()
							lowerCamelCase__ :     List[Any]	  =	{}

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

														for i in range(UpperCamelCase				):
																					lowerCamelCase__ :     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."""    ,      UpperCamelCase				)

							return {}





def 			SCREAMING_SNAKE_CASE_	(UpperCamelCase				)				->	Any:
							lowerCamelCase__ :     int	  =	{}

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

							return _artifact





def 			SCREAMING_SNAKE_CASE_	()				->	Optional[Any]:

							class _lowercase     :




														def __init__(							self:    Tuple      ,							UpperCamelCase__:    str					):
																					lowerCamelCase__ :     Any	  =	name
																					lowerCamelCase__ :     Union[str, Any]	  =	[]




														def __str__(							self:    int					):
																					return self.name




														def 		lowerCamelCase_    (							self:    Tuple      ,							UpperCamelCase__:    str					):
																					self.paths.append({"""name""": self.name, """path""": path}					)



							lowerCamelCase__ :     Dict[str, Artifact]	  =	{}

							lowerCamelCase__ :     List[str]	  =	filter(os.path.isdir    ,      os.listdir()				)
							for directory in directories:
														lowerCamelCase__ :     Union[str, Any]	  =	directory
														if artifact_name not in _available_artifacts:
																					lowerCamelCase__ :     Optional[int]	  =	Artifact(UpperCamelCase				)

																					_available_artifacts[artifact_name].add_path(UpperCamelCase				)

							return _available_artifacts


if __name__ == "__main__":
			_A     :      Any   					=get_job_links()
			_A     :      str   					=retrieve_available_artifacts()

			_A     :      int   					=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     :      Union[str, Any]   					={
			    v: {
			        '''failed''': [],
			        '''failures''': {},
			    }
			    for v in docs.values()
			}

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

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

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

												if "::" in line:
															_A					,				_A     :      Any   					=line.split('''::''')
												else:
															_A					,				_A     :      Tuple   					=line, line

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

																		_A     :      str   					=all_failures[test] if test in all_failures else '''N/A'''
																		_A     :      Tuple   					=failure
																		break

			_A     :      Union[str, Any]   					=Message('''🤗 Results of the doc tests.''', doc_test_results)
			message.post()
			message.post_reply()









'''simple docstring'''







def 			SCREAMING_SNAKE_CASE_	(UpperCamelCase				)				->	list:

							# bit count represents no. of bits in the gray code
							if bit_count < 0:
														raise ValueError("""The given input must be positive"""				)

							# get the generated string sequence
							lowerCamelCase__ :     List[str]	  =	gray_code_sequence_string(UpperCamelCase				)
							#
							# convert them to integers
							for i in range(len(UpperCamelCase				)				):
														lowerCamelCase__ :     int	  =	int(sequence[i]    ,      2				)

							return sequence





def 			SCREAMING_SNAKE_CASE_	(UpperCamelCase				)				->	list:

							# The approach is a recursive one
							# Base case achieved when either n = 0 or n=1
							if bit_count == 0:
														return ["0"]

							if bit_count == 1:
														return ["0", "1"]

							lowerCamelCase__ :     Optional[Any]	  =	1 << bit_count  # defines the length of the sequence
							# 1<< n is equivalent to 2^n

							# recursive answer will generate answer for n-1 bits
							lowerCamelCase__ :     Any	  =	gray_code_sequence_string(bit_count - 1				)

							lowerCamelCase__ :     Union[str, Any]	  =	[]

							# append 0 to first half of the smaller sequence generated
							for i in range(seq_len // 2				):
														lowerCamelCase__ :     Optional[int]	  =	"""0""" + smaller_sequence[i]
														sequence.append(UpperCamelCase				)

							# append 1 to second half ... start from the end of the list
							for i in reversed(range(seq_len // 2				)				):
														lowerCamelCase__ :     int	  =	"""1""" + smaller_sequence[i]
														sequence.append(UpperCamelCase				)

							return sequence


if __name__ == "__main__":
			import doctest

			doctest.testmod()

