






"""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


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



def 					lowerCAmelCase				(    __UpperCamelCase ):




  """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(__UpperCamelCase ):
    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				(    __UpperCamelCase ):




  """simple docstring"""







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

  return failures


class 					snake_case		:


   '''simple docstring'''

   def __init__(	self :     Union[str, Any],       _lowerCamelCase :     str,       _lowerCamelCase :     Dict  ):

     '''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 				_SCREAMING_SNAKE_CASE				(	self :     int  ):

     '''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(_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 * 36_00 + minutes * 60 + seconds

     __A			,    __A			,    __A									= total_secs // 36_00, (total_secs % 36_00) // 60, total_secs % 60
     return f'{int(_lowerCamelCase  )}h{int(_lowerCamelCase  )}m{int(_lowerCamelCase  )}s'


   @property
   def 				_SCREAMING_SNAKE_CASE				(	self :     Tuple  ):

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


   @property
   def 				_SCREAMING_SNAKE_CASE				(	self :     List[str]  ):

     '''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 				_SCREAMING_SNAKE_CASE				(	self :     Any  ):

     '''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 				_SCREAMING_SNAKE_CASE				(	self :     Any  ):

     '''simple docstring'''
     __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 				_SCREAMING_SNAKE_CASE				(	self :     List[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(_lowerCamelCase  )


   @staticmethod
   def 				_SCREAMING_SNAKE_CASE				(	):

     '''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(_lowerCamelCase  )}  )  )

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


   def 				_SCREAMING_SNAKE_CASE				(	self :     Optional[Any]  ):

     '''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=_lowerCamelCase,       )


   def 				_SCREAMING_SNAKE_CASE				(	self :     Optional[int],       _lowerCamelCase :     str,       _lowerCamelCase :     Dict,       _lowerCamelCase :     Any,       _lowerCamelCase :     str  ):

     '''simple docstring'''
     __A									= ''''''
     for key, value in failures.items():
       __A									= value[:2_00] + ''' [Truncated]''' if len(_lowerCamelCase  ) > 2_50 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 				_SCREAMING_SNAKE_CASE				(	self :     int  ):

     '''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 _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 					lowerCAmelCase				(    ):




  """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(__UpperCamelCase ).json()
  __A									= {}

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

    for i in range(__UpperCamelCase ):
      __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.'''		,       __UpperCamelCase )

  return {}



def 					lowerCAmelCase				(    __UpperCamelCase ):




  """simple docstring"""







  __A									= {}

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

  return _artifact



def 					lowerCAmelCase				(    ):




  """simple docstring"""







  class 					snake_case		:


     '''simple docstring'''

     def __init__(	self :     Any,       _lowerCamelCase :     str  ):

       '''simple docstring'''
       __A									= name
       __A									= []


     def __str__(	self :     List[str]  ):

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






     def 				_SCREAMING_SNAKE_CASE				(	self :     Union[str, Any],       _lowerCamelCase :     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(__UpperCamelCase )

      _available_artifacts[artifact_name].add_path(__UpperCamelCase )

  return _available_artifacts


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

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

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

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

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

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

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

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

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












"""simple docstring"""


class 					snake_case		:


   '''simple docstring'''

   def __init__(	self :     List[str],       _lowerCamelCase :     list[int]  ):

     '''simple docstring'''
     __A									= len(_lowerCamelCase  )
     __A									= [0] * len_array

     if len_array > 0:
       __A									= array[0]

     for i in range(1,       _lowerCamelCase  ):
       __A									= self.prefix_sum[i - 1] + array[i]


   def 				_SCREAMING_SNAKE_CASE				(	self :     List[Any],       _lowerCamelCase :     int,       _lowerCamelCase :     int  ):

     '''simple docstring'''
     if start == 0:
       return self.prefix_sum[end]

     return self.prefix_sum[end] - self.prefix_sum[start - 1]






   def 				_SCREAMING_SNAKE_CASE				(	self :     List[str],       _lowerCamelCase :     int  ):

     '''simple docstring'''
     __A									= {0}
     for sum_item in self.prefix_sum:
       if sum_item - target_sum in sums:
         return True

       sums.add(_lowerCamelCase  )

     return False


if __name__ == "__main__":
       import doctest

       doctest.testmod()




