

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					:			Tuple  				=			WebClient(token=os.environ["CI_SLACK_BOT_TOKEN"])






def        UpperCamelCase_(							_snake_case   :  List[str]	):




			"""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(_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_(							_snake_case   :  Dict	):




			"""simple docstring"""






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

			return failures






class 	__magic_name__    :





			def __init__(		self					,  __snake_case					,  __snake_case					)   -> Optional[Any]:




						'''simple docstring'''
						__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 		__magic_name__    (		self					)   -> str:




						'''simple docstring'''
						__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(__snake_case					) == 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 * 3600 + minutes * 60 + seconds

						__a      ,    __a      ,    __a        =total_secs // 3600, (total_secs % 3600) // 60, total_secs % 60
						return f'{int(__snake_case					)}h{int(__snake_case					)}m{int(__snake_case					)}s'





			@property
			def 		__magic_name__    (		self					)   -> Dict:




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





			@property
			def 		__magic_name__    (		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 		__magic_name__    (		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 		__magic_name__    (		self					)   -> Dict:




						'''simple docstring'''
						__a        =40
						__a        ={k: v['failed'] for k, v in doc_test_results.items() if isinstance(__snake_case					,  __snake_case					)}

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

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

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

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





			@property
			def 		__magic_name__    (		self					)   -> str:




						'''simple docstring'''
						__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(__snake_case					)





			@staticmethod
			def 		__magic_name__    (		)   -> Optional[Any]:




						'''simple docstring'''
						__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(__snake_case					)}					)					)

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





			def 		__magic_name__    (		self					)   -> str:




						'''simple docstring'''
						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=__snake_case					,  )





			def 		__magic_name__    (		self					,  __snake_case					,  __snake_case					,  __snake_case					,  __snake_case					)   -> Any:




						'''simple docstring'''
						__a        =''
						for key, value in failures.items():
									__a        =value[:200] + ' [Truncated]' if len(__snake_case					) > 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 		__magic_name__    (		self					)   -> Tuple:




						'''simple docstring'''
						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 __snake_case					: 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(__snake_case					,  __snake_case					,  __snake_case					,  text=__snake_case					)

												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=__snake_case					,  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(_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(_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.'       ,     _snake_case	)

			return {}






def        UpperCamelCase_(							_snake_case   :  str	):




			"""simple docstring"""






			__a        ={}

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

			return _artifact






def        UpperCamelCase_(							):




			"""simple docstring"""






			class 	__magic_name__    :





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




									'''simple docstring'''
									__a        =name
									__a        =[]





						def __str__(		self					)   -> str:




									'''simple docstring'''
									return self.name





						def 		__magic_name__    (		self					,  __snake_case					)   -> str:




									'''simple docstring'''
									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(_snake_case	)

									_available_artifacts[artifact_name].add_path(_snake_case	)

			return _available_artifacts


if __name__ == "__main__":
						_lowerCAmelCase					:			Dict  				=			get_job_links()
						_lowerCAmelCase					:			Optional[Any]  				=			retrieve_available_artifacts()

						_lowerCAmelCase					:			Optional[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'
						_lowerCAmelCase					:			List[Any]  				=			{
						    v: {
						        "failed": [],
						        "failures": {},
						    }
						    for v in docs.values()
						}

						# Link to the GitHub Action job
						_lowerCAmelCase					:			List[str]  				=			github_actions_job_links.get("run_doctests")

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

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

																								if "::" in line:
																														_lowerCAmelCase				,  _lowerCAmelCase					:			Any  				=			line.split("::")
																								else:
																														_lowerCAmelCase				,  _lowerCAmelCase					:			Optional[int]  				=			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					:			int  				=			all_failures[test] if test in all_failures else "N/A"
																																				_lowerCAmelCase					:			Dict  				=			failure
																																				break

						_lowerCAmelCase					:			List[str]  				=			Message("🤗 Results of the doc tests.", doc_test_results)
						message.post()
						message.post_reply()









import warnings

from ...utils import logging
from .image_processing_clip import CLIPImageProcessor


_lowerCAmelCase					:			str  				=			logging.get_logger(__name__)






class 	__magic_name__    (			lowerCAmelCase_      ):





			def __init__(		self					,  *__snake_case					,  **__snake_case					)   -> None:




						'''simple docstring'''
						warnings.warn(
						    'The class CLIPFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please'
						    ' use CLIPImageProcessor instead.'					,  __snake_case					,  )
						super().__init__(*__snake_case					,  **__snake_case					)






