


'''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


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





def lowerCamelCase      (      lowerCAmelCase    :     Tuple		):





	"""simple docstring"""







	__magic_name__	:   Optional[Any]					     =					test_results.split(' '		)

	__magic_name__	:   Tuple					     =					0
	__magic_name__	:   List[str]					     =					0

	# When the output is short enough, the output is surrounded by = signs: "== OUTPUT =="
	# When it is too long, those signs are not present.
	__magic_name__	:   Optional[int]					     =					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]		):





	"""simple docstring"""







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

	return failures
class _lowerCamelCase	:



		'''simple docstring'''







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

			__magic_name__	:   Optional[int]					     =					doc_test_results['time_spent'].split(','      )[0]
			__magic_name__	:   int					     =					doc_test_results['success']
			__magic_name__	:   List[Any]					     =					doc_test_results['failures']
			__magic_name__	:   Any					     =					self.n_success + self.n_failures

			# Failures and success of the modeling tests
			__magic_name__	:   Optional[Any]					     =					doc_test_results







		@property
		def        __lowerCAmelCase		( self		:						Dict      )  ->			str:
			__magic_name__	:   Union[str, Any]					     =					[self._time_spent]
			__magic_name__	:   str					     =					0

			for time in time_spent:
				__magic_name__	:   Any					     =					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:
					__magic_name__	:   Union[str, Any]					     =					[0, 0, time_parts[0]]

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

			__magic_name__     ,    __magic_name__     ,    __magic_name__	:   int					     =					total_secs // 3600, (total_secs % 3600) // 60, total_secs % 60
			return F'{int(_A      )}h{int(_A      )}m{int(_A      )}s'







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







		@property
		def        __lowerCAmelCase		( self		:						Dict      )  ->			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		:						Optional[Any]      )  ->			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		:						str      )  ->			Dict:
			__magic_name__	:   List[Any]					     =					40
			__magic_name__	:   int					     =					{k: v['failed'] for k, v in doc_test_results.items() if isinstance(_A  ,					_A      )}

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

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

			__magic_name__	:   str					     =					client.chat_postMessage(
			    channel=os.environ['CI_SLACK_CHANNEL_ID_DAILY']  ,					blocks=self.payload  ,					text=_A  ,					)







		def        __lowerCAmelCase		( self		:						Any  ,					_A		:						List[str]  ,					_A		:						int  ,					_A		:						List[str]  ,					_A		:						str      )  ->			Any:
			__magic_name__	:   Union[str, Any]					     =					''
			for key, value in failures.items():
				__magic_name__	:   Tuple					     =					value[:200] + ' [Truncated]' if len(_A      ) > 250 else value
				failures_text += F'*{key}*\n_{value}_\n\n'

			__magic_name__	:   List[Any]					     =					job_name
			__magic_name__	:   Any					     =					{'type': 'section', 'text': {'type': 'mrkdwn', 'text': text}}

			if job_link is not None:
				__magic_name__	:   Optional[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		:						Union[str, Any]      )  ->			str:
			if self.thread_ts is None:
				raise ValueError('Can only post reply if a post has been made.'      )

			__magic_name__	:   Optional[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'      )

			__magic_name__	:   Tuple					     =					sorted(self.doc_test_results.items()  ,					key=lambda _A      : t[0]      )
			for job, job_result in sorted_dict:
				if len(job_result['failures']      ):
					__magic_name__	:   Tuple					     =					F'*Num failures* :{len(job_result["failed"]      )} \n'
					__magic_name__	:   str					     =					job_result['failures']
					__magic_name__	:   Optional[Any]					     =					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 lowerCamelCase      (      ):





	"""simple docstring"""







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

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

		for i in range(lowerCAmelCase		):
			__magic_name__	:   int					     =					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		):





	"""simple docstring"""







	__magic_name__	:   Dict					     =					{}

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

	return _artifact





def lowerCamelCase      (      ):





	"""simple docstring"""







	class _lowerCamelCase	:



			'''simple docstring'''







			def __init__( self		:						Any  ,					_A		:						str      )  ->			Optional[int]:
				__magic_name__	:   Any					     =					name
				__magic_name__	:   Optional[int]					     =					[]







			def __str__( self		:						List[Any]      )  ->			Dict:
				return self.name







			def        __lowerCAmelCase		( self		:						Dict  ,					_A		:						str      )  ->			str:
				self.paths.append({'name': self.name, 'path': path}      )







	__magic_name__	:   Dict[str, Artifact]					     =					{}

	__magic_name__	:   int					     =					filter(os.path.isdir		,		os.listdir()		)
	for directory in directories:
		__magic_name__	:   List[str]					     =					directory
		if artifact_name not in _available_artifacts:
			__magic_name__	:   str					     =					Artifact(lowerCAmelCase		)

			_available_artifacts[artifact_name].add_path(lowerCAmelCase		)

	return _available_artifacts


if __name__ == "__main__":
							lowerCAmelCase				:Optional[int]        =      get_job_links()
							lowerCAmelCase				:Any        =      retrieve_available_artifacts()

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

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

																												if "::" in line:
																																			lowerCAmelCase     ,   lowerCAmelCase				:Dict        =      line.split('''::''')
																												else:
																																			lowerCAmelCase     ,   lowerCAmelCase				:Tuple        =      line, line

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

																																										lowerCAmelCase				:Optional[Any]        =      all_failures[test] if test in all_failures else '''N/A'''
																																										lowerCAmelCase				:Dict        =      failure
																																										break

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



'''simple docstring'''

from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_flax_available,
    is_tf_available,
    is_torch_available,
)


lowerCAmelCase				:str        =      {
    '''configuration_vision_encoder_decoder''': ['''VisionEncoderDecoderConfig''', '''VisionEncoderDecoderOnnxConfig''']
}

try:
							if not is_torch_available():
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							pass
else:
							lowerCAmelCase				:List[str]        =      ['''VisionEncoderDecoderModel''']

try:
							if not is_tf_available():
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							pass
else:
							lowerCAmelCase				:List[str]        =      ['''TFVisionEncoderDecoderModel''']

try:
							if not is_flax_available():
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							pass
else:
							lowerCAmelCase				:Optional[Any]        =      ['''FlaxVisionEncoderDecoderModel''']

if TYPE_CHECKING:
							from .configuration_vision_encoder_decoder import VisionEncoderDecoderConfig, VisionEncoderDecoderOnnxConfig

							try:
														if not is_torch_available():
																					raise OptionalDependencyNotAvailable()
							except OptionalDependencyNotAvailable:
														pass
							else:
														from .modeling_vision_encoder_decoder import VisionEncoderDecoderModel

							try:
														if not is_tf_available():
																					raise OptionalDependencyNotAvailable()
							except OptionalDependencyNotAvailable:
														pass
							else:
														from .modeling_tf_vision_encoder_decoder import TFVisionEncoderDecoderModel

							try:
														if not is_flax_available():
																					raise OptionalDependencyNotAvailable()
							except OptionalDependencyNotAvailable:
														pass
							else:
														from .modeling_flax_vision_encoder_decoder import FlaxVisionEncoderDecoderModel

else:
							import sys

							lowerCAmelCase				:Tuple        =      _LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)