


'''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


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






def 						UpperCAmelCase__(				_SCREAMING_SNAKE_CASE					: Union[str, Any] ):






			"""simple docstring"""




			__A=	test_results.split(' ' )

			__A=	0
			__A=	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=	expressions[-2] if '=' in expressions[-1] else expressions[-1]

			for i, expression in enumerate(_SCREAMING_SNAKE_CASE ):
						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__(				_SCREAMING_SNAKE_CASE					: Optional[Any] ):






			"""simple docstring"""




			__A=	{}
			__A=	None
			__A=	False
			for line in failures_short_lines.split('\n' ):
						if re.search(r'_ \[doctest\]',_SCREAMING_SNAKE_CASE ):
									__A=	True
									__A=	line.split(' ' )[2]
						elif in_error and not line.split(' ' )[0].isdigit():
									__A=	line
									__A=	False

			return failures
class 						a__					:





			'''simple docstring'''

			def __init__(  self							:			Optional[int]			,    lowerCAmelCase_							:			str			,    lowerCAmelCase_							:			Dict	)      ->		str:
						__A=	title

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

						# Failures and success of the modeling tests
						__A=	doc_test_results
			@property
			def 					lowerCAmelCase     (  self							:			Dict	)      ->		str:
						__A=	[self._time_spent]
						__A=	0

						for time in time_spent:
									__A=	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:
												__A=	[0, 0, time_parts[0]]

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

						__A,	__A,	__A=	total_secs // 3_600, (total_secs % 3_600) // 60, total_secs % 60
						return F"""{int(lowerCAmelCase_	)}h{int(lowerCAmelCase_	)}m{int(lowerCAmelCase_	)}s"""
			@property
			def 					lowerCAmelCase     (  self							:			Optional[int]	)      ->		Dict:
						return {"type": "header", "text": {"type": "plain_text", "text": self.title}}
			@property
			def 					lowerCAmelCase     (  self							:			str	)      ->		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 					lowerCAmelCase     (  self							:			int	)      ->		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 					lowerCAmelCase     (  self							:			Tuple	)      ->		Dict:
						__A=	40
						__A=	{k: v['failed'] for k, v in doc_test_results.items() if isinstance(lowerCAmelCase_			,    lowerCAmelCase_	)}

						__A=	''
						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 					lowerCAmelCase     (  self							:			str	)      ->		str:
						__A=	[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 					lowerCAmelCase     (  )      ->		int:
						__A=	[
						    {
						        '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 					lowerCAmelCase     (  self							:			List[str]	)      ->		Dict:
						print('Sending the following payload'	)
						print(json.dumps({'blocks': json.loads(self.payload	)}	)	)

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

						__A=	client.chat_postMessage(
						    channel=os.environ['CI_SLACK_CHANNEL_ID_DAILY']			,    blocks=self.payload			,    text=lowerCAmelCase_			,    )
			def 					lowerCAmelCase     (  self							:			int			,    lowerCAmelCase_							:			List[str]			,    lowerCAmelCase_							:			Dict			,    lowerCAmelCase_							:			Union[str, Any]			,    lowerCAmelCase_							:			Any	)      ->		int:
						__A=	''
						for key, value in failures.items():
									__A=	value[:200] + ' [Truncated]' if len(lowerCAmelCase_	) > 250 else value
									failures_text += F"""*{key}*\n_{value}_\n\n"""

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

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

						__A=	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=	sorted(self.doc_test_results.items()			,    key=lambda lowerCAmelCase_	: t[0]	)
						for job, job_result in sorted_dict:
									if len(job_result['failures']	):
												__A=	F"""*Num failures* :{len(job_result["failed"]	)} \n"""
												__A=	job_result['failures']
												__A=	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 						UpperCAmelCase__(				):






			"""simple docstring"""




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

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

						for i in range(_SCREAMING_SNAKE_CASE ):
									__A=	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.',_SCREAMING_SNAKE_CASE )

			return {}






def 						UpperCAmelCase__(				_SCREAMING_SNAKE_CASE					: str ):






			"""simple docstring"""




			__A=	{}

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

			return _artifact






def 						UpperCAmelCase__(				):






			"""simple docstring"""




			class 						a__					:





						'''simple docstring'''

						def __init__(  self							:			Optional[Any]			,    lowerCAmelCase_							:			str	)      ->		Any:
									__A=	name
									__A=	[]
						def __str__(  self							:			Tuple	)      ->		List[str]:
									return self.name

						def 					lowerCAmelCase     (  self							:			Optional[Any]			,    lowerCAmelCase_							:			str	)      ->		Optional[int]:
									self.paths.append({'name': self.name, 'path': path}	)


			__A=	{}

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

									_available_artifacts[artifact_name].add_path(_SCREAMING_SNAKE_CASE )

			return _available_artifacts


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

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

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

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

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

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

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

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

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







'''simple docstring'''





# this script reports modified .py files under the desired list of top-level sub-dirs passed as a list of arguments, e.g.:
#   python ./utils/get_modified_files.py utils src tests examples
#
# it uses git to find the forking point and which files were modified - i.e. files not under git won't be considered
# since the output of this script is fed into Makefile commands it doesn't print a newline after the results

import re
import subprocess
import sys


UpperCAmelCase__  			=				subprocess.check_output('''git merge-base main HEAD'''.split()).decode('''utf-8''')
UpperCAmelCase__  			=				subprocess.check_output(F"""git diff --name-only {fork_point_sha}""".split()).decode('''utf-8''').split()

UpperCAmelCase__  			=				'''|'''.join(sys.argv[1:])
UpperCAmelCase__  			=				re.compile(rF"""^({joined_dirs}).*?\.py$""")

UpperCAmelCase__  			=				[x for x in modified_files if regex.match(x)]
print(''' '''.join(relevant_modified_files), end='''''')



