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



def  lowerCamelCase__						(     __snake_case      )				->						Any:


					"""simple docstring"""





					_UpperCamelCase									=    test_results.split(''' '''      )

					_UpperCamelCase									=    0
					_UpperCamelCase									=    0

					# When the output is short enough, the output is surrounded by = signs: "== OUTPUT =="
					# When it is too long, those signs are not present.
					_UpperCamelCase									=    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  lowerCamelCase__						(     __snake_case      )				->						int:


					"""simple docstring"""





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

					return failures






class        _UpperCAmelCase:



		def __init__(   self							,						__a							,						__a)			->			Dict:






							'''simple docstring'''
							_UpperCamelCase									=    title

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

							# Failures and success of the modeling tests
							_UpperCamelCase									=    doc_test_results



		@property
		def 		UpperCAmelCase				(   self)			->			str:






							'''simple docstring'''
							_UpperCamelCase									=    [self._time_spent]
							_UpperCamelCase									=    0

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

												_UpperCamelCase					,    _UpperCamelCase					,    _UpperCamelCase									=    int(time_parts[0]), int(time_parts[1]), float(time_parts[2])
												total_secs += hours * 36_00 + minutes * 60 + seconds

							_UpperCamelCase					,    _UpperCamelCase					,    _UpperCamelCase									=    total_secs // 36_00, (total_secs % 36_00) // 60, total_secs % 60
							return F'''{int(__a)}h{int(__a)}m{int(__a)}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'''
							_UpperCamelCase									=    40
							_UpperCamelCase									=    {k: v['''failed'''] for k, v in doc_test_results.items() if isinstance(__a							,						__a)}

							_UpperCamelCase									=    ''''''
							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 		UpperCAmelCase				(   self)			->			str:






							'''simple docstring'''
							_UpperCamelCase									=    [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 		UpperCAmelCase				(   )			->			str:






							'''simple docstring'''
							_UpperCamelCase									=    [
							    {
							        '''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 		UpperCAmelCase				(   self)			->			Optional[Any]:






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

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

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



		def 		UpperCAmelCase				(   self							,						__a							,						__a							,						__a							,						__a)			->			Tuple:






							'''simple docstring'''
							_UpperCamelCase									=    ''''''
							for key, value in failures.items():
												_UpperCamelCase									=    value[:2_00] + ''' [Truncated]''' if len(__a) > 2_50 else value
												failures_text += F'''*{key}*\n_{value}_\n\n'''

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

							if job_link is not None:
												_UpperCamelCase									=    {
												    '''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)			->			Optional[int]:






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

							_UpperCamelCase									=    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''')

							_UpperCamelCase									=    sorted(self.doc_test_results.items()							,						key=lambda __a: t[0])
							for job, job_result in sorted_dict:
												if len(job_result['''failures''']):
																	_UpperCamelCase									=    F'''*Num failures* :{len(job_result["failed"])} \n'''
																	_UpperCamelCase									=    job_result['''failures''']
																	_UpperCamelCase									=    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__						(     )				->						Tuple:


					"""simple docstring"""





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

					try:
										jobs.update({job['''name''']: job['''html_url'''] for job in result['''jobs''']}      )
										_UpperCamelCase									=    math.ceil((result['''total_count'''] - 1_00) / 1_00      )

										for i in range(__snake_case      ):
															_UpperCamelCase									=    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  lowerCamelCase__						(     __snake_case      )				->						Optional[int]:


					"""simple docstring"""





					_UpperCamelCase									=    {}

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

					return _artifact



def  lowerCamelCase__						(     )				->						int:


					"""simple docstring"""





					class        _UpperCAmelCase:



							def __init__(   self							,						__a)			->			str:






												'''simple docstring'''
												_UpperCamelCase									=    name
												_UpperCamelCase									=    []



							def __str__(   self)			->			int:






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




							def 		UpperCAmelCase				(   self							,						__a)			->			Any:






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





					_UpperCamelCase									=    {}

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

															_available_artifacts[artifact_name].add_path(__snake_case      )

					return _available_artifacts


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

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

				# Link to the GitHub Action job
				_a								=						github_actions_job_links.get("""run_doctests""")

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

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

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

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

																								_a								=						all_failures[test] if test in all_failures else """N/A"""
																								_a								=						failure
																								break

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










'''simple docstring'''
import numpy as np
from cva import destroyAllWindows, imread, imshow, waitKey

class     _lowerCamelCase       :




 '''simple docstring'''


 def __init__(   self   ,   __lowercase   ,   __lowercase   ,   __lowercase    ):

  """simple docstring"""







  if dst_width < 0 or dst_height < 0:
   raise ValueError('Destination width/height should be > 0'    )

  __A	:		Dict	  =      img
  __A	:		Dict	  =      img.shape[1]
  __A	:		Tuple	  =      img.shape[0]
  __A	:		List[str]	  =      dst_width
  __A	:		Tuple	  =      dst_height

  __A	:		Optional[Any]	  =      self.src_w / self.dst_w
  __A	:		List[str]	  =      self.src_h / self.dst_h

  __A	:		Dict	  =      (
      np.ones((self.dst_h, self.dst_w, 3)   ,   np.uinta    ) * 255
  )


 def 			snake_case__ (   self    ):

  """simple docstring"""







  for i in range(self.dst_h    ):
   for j in range(self.dst_w    ):
    __A	:		List[str]	  =      self.img[self.get_y(__lowercase    )][self.get_x(__lowercase    )]


 def 			snake_case__ (   self   ,   __lowercase    ):

  """simple docstring"""







  return int(self.ratio_x * x    )







 def 			snake_case__ (   self   ,   __lowercase    ):

  """simple docstring"""







  return int(self.ratio_y * y    )


if __name__ == "__main__":
 UpperCAmelCase_				,      UpperCAmelCase_			:  str										=   8_0_0, 6_0_0
 UpperCAmelCase_			:  str										=   imread('image_data/lena.jpg', 1)
 UpperCAmelCase_			:  List[str]										=   NearestNeighbour(im, dst_w, dst_h)
 n.process()

 imshow(
     f'''Image resized from: {im.shape[1]}x{im.shape[0]} to {dst_w}x{dst_h}''', n.output
 )
 waitKey(0)
 destroyAllWindows()






