





def    _lowerCAmelCase						(				lowerCamelCase_			:  Optional[int]		,       lowerCamelCase_			:  Union[str, Any]				):






			if digit_amount > 0:
						return round(number - int(__SCREAMING_SNAKE_CASE				)		,       __SCREAMING_SNAKE_CASE				)
			return number - int(__SCREAMING_SNAKE_CASE				)


if __name__ == "__main__":
	print(decimal_isolate(1.5_3, 0))
	print(decimal_isolate(3_5.3_4_5, 1))
	print(decimal_isolate(3_5.3_4_5, 2))
	print(decimal_isolate(3_5.3_4_5, 3))
	print(decimal_isolate(-1_4.7_8_9, 3))
	print(decimal_isolate(0, 2))
	print(decimal_isolate(-1_4.1_2_3, 1))
	print(decimal_isolate(-1_4.1_2_3, 2))
	print(decimal_isolate(-1_4.1_2_3, 3))












'''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


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




def    _lowerCAmelCase						(				lowerCamelCase_			:  Any				):
			__lowercase										=							test_results.split(''' '''				)

			__lowercase										=							0
			__lowercase										=							0

			# When the output is short enough, the output is surrounded by = signs: "== OUTPUT =="
			# When it is too long, those signs are not present.
			__lowercase										=							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    _lowerCAmelCase						(				lowerCamelCase_			:  Union[str, Any]				):
			__lowercase										=							{}
			__lowercase										=							None
			__lowercase										=							False
			for line in failures_short_lines.split('''\n'''				):
						if re.search(r'''_ \[doctest\]'''		,       lowerCamelCase_				):
									__lowercase										=							True
									__lowercase										=							line.split(''' '''				)[2]
						elif in_error and not line.split(''' '''				)[0].isdigit():
									__lowercase										=							line
									__lowercase										=							False

			return failures






class 							__lowercase       :







	'''simple docstring'''

	def __init__(self     ,_lowerCamelCase     ,_lowerCamelCase )							->							Any:







				'''simple docstring'''





				__lowercase										=							title

				__lowercase										=							doc_test_results['''time_spent'''].split(''',''' )[0]
				__lowercase										=							doc_test_results['''success''']
				__lowercase										=							doc_test_results['''failures''']
				__lowercase										=							self.n_success + self.n_failures

				# Failures and success of the modeling tests
				__lowercase										=							doc_test_results


	@property
	def 						_UpperCAmelCase     (self )							->							str:







				'''simple docstring'''





				__lowercase										=							[self._time_spent]
				__lowercase										=							0

				for time in time_spent:
							__lowercase										=							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(_lowerCamelCase ) == 1:
										__lowercase										=							[0, 0, time_parts[0]]

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

				__lowercase						,		__lowercase						,		__lowercase										=							total_secs // 3600, (total_secs % 3600) // 60, total_secs % 60
				return f"{int(_lowerCamelCase )}h{int(_lowerCamelCase )}m{int(_lowerCamelCase )}s"


	@property
	def 						_UpperCAmelCase     (self )							->							Dict:







				'''simple docstring'''





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


	@property
	def 						_UpperCAmelCase     (self )							->							Dict:







				'''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 						_UpperCAmelCase     (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 						_UpperCAmelCase     (self )							->							Dict:







				'''simple docstring'''





				__lowercase										=							40
				__lowercase										=							{k: v['''failed'''] for k, v in doc_test_results.items() if isinstance(_lowerCamelCase     ,_lowerCamelCase )}

				__lowercase										=							''''''
				for category, failures in category_failures.items():
							if len(_lowerCamelCase ) == 0:
										continue

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

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

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


	@property
	def 						_UpperCAmelCase     (self )							->							str:







				'''simple docstring'''





				__lowercase										=							[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(_lowerCamelCase )


	@staticmethod
	def 						_UpperCAmelCase     ()							->							List[str]:







				'''simple docstring'''





				__lowercase										=							[
				    {
				        '''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(_lowerCamelCase )} ) )

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


	def 						_UpperCAmelCase     (self )							->							Tuple:







				'''simple docstring'''





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

				__lowercase										=							f"{self.n_failures} failures out of {self.n_tests} tests," if self.n_failures else '''All tests passed.'''

				__lowercase										=							client.chat_postMessage(
				    channel=os.environ['''CI_SLACK_CHANNEL_ID_DAILY''']     ,blocks=self.payload     ,text=_lowerCamelCase     ,)


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







				'''simple docstring'''





				__lowercase										=							''''''
				for key, value in failures.items():
							__lowercase										=							value[:200] + ''' [Truncated]''' if len(_lowerCamelCase ) > 250 else value
							failures_text += f"*{key}*\n_{value}_\n\n"

				__lowercase										=							job_name
				__lowercase										=							{'''type''': '''section''', '''text''': {'''type''': '''mrkdwn''', '''text''': text}}

				if job_link is not None:
							__lowercase										=							{
							    '''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 						_UpperCAmelCase     (self )							->							Any:







				'''simple docstring'''





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

				__lowercase										=							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''' )

				__lowercase										=							sorted(self.doc_test_results.items()     ,key=lambda _lowerCamelCase : t[0] )
				for job, job_result in sorted_dict:
							if len(job_result['''failures'''] ):
										__lowercase										=							f"*Num failures* :{len(job_result['failed'] )} \n"
										__lowercase										=							job_result['''failures''']
										__lowercase										=							self.get_reply_blocks(_lowerCamelCase     ,_lowerCamelCase     ,_lowerCamelCase     ,text=_lowerCamelCase )

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

										time.sleep(1 )





def    _lowerCAmelCase						(				):
			__lowercase										=							os.environ['''GITHUB_RUN_ID''']
			__lowercase										=							f"https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100"
			__lowercase										=							requests.get(lowerCamelCase_				).json()
			__lowercase										=							{}

			try:
						jobs.update({job['''name''']: job['''html_url'''] for job in result['''jobs''']}				)
						__lowercase										=							math.ceil((result['''total_count'''] - 1_0_0) / 1_0_0				)

						for i in range(lowerCamelCase_				):
									__lowercase										=							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    _lowerCAmelCase						(				lowerCamelCase_			:  str				):
			__lowercase										=							{}

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

			return _artifact




def    _lowerCAmelCase						(				):






			class 							__lowercase       :







				'''simple docstring'''

				def __init__(self     ,_lowerCamelCase )							->							Dict:







							'''simple docstring'''





							__lowercase										=							name
							__lowercase										=							[]


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







							'''simple docstring'''





							return self.name


				def 						_UpperCAmelCase     (self     ,_lowerCamelCase )							->							Dict:







							'''simple docstring'''





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





			__lowercase										=							{}

			__lowercase										=							filter(os.path.isdir		,       os.listdir()				)
			for directory in directories:
						__lowercase										=							directory
						if artifact_name not in _available_artifacts:
									__lowercase										=							Artifact(lowerCamelCase_				)

									_available_artifacts[artifact_name].add_path(lowerCamelCase_				)

			return _available_artifacts


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

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

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

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

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

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

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

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

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





