

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




def 			UpperCAmelCase__				(			_A      : 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(_A							):
    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__				(			_A      : Tuple							):





  '''simple docstring'''







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

  return failures







class 						__magic_name__			:

   '''simple docstring'''




   def __init__(				self,    lowercase_,    lowercase_       )							->    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  _UpperCAmelCase (				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(lowercase_       ) == 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(lowercase_       )}h{int(lowercase_       )}m{int(lowercase_       )}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"""






     a__  =40
     a__  ={k: v['''failed'''] for k, v in doc_test_results.items() if isinstance(lowercase_,    lowercase_       )}

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

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

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






     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(lowercase_       )



   @staticmethod
   def  _UpperCAmelCase (				)							->    Dict:






     """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(lowercase_       )}       )       )

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



   def  _UpperCAmelCase (				self       )							->    List[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=lowercase_,    )



   def  _UpperCAmelCase (				self,    lowercase_,    lowercase_,    lowercase_,    lowercase_       )							->    Optional[int]:






     """simple docstring"""






     a__  =''''''
     for key, value in failures.items():
       a__  =value[:200] + ''' [Truncated]''' if len(lowercase_       ) > 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  _UpperCAmelCase (				self       )							->    List[Any]:






     """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 lowercase_       : 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(lowercase_,    lowercase_,    lowercase_,    text=lowercase_       )

         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=lowercase_,    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(_A							).json()
  a__  ={}

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

    for i in range(_A							):
      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.'''	,      _A							)

  return {}




def 			UpperCAmelCase__				(			_A      : str							):





  '''simple docstring'''







  a__  ={}

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

  return _artifact




def 			UpperCAmelCase__				(			):





  '''simple docstring'''







  class 						__magic_name__			:

     '''simple docstring'''




     def __init__(				self,    lowercase_       )							->    Union[str, Any]:






       """simple docstring"""






       a__  =name
       a__  =[]



     def __str__(				self       )							->    int:






       """simple docstring"""






       return self.name



     def  _UpperCAmelCase (				self,    lowercase_       )							->    Dict:






       """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(_A							)

      _available_artifacts[artifact_name].add_path(_A							)

  return _available_artifacts


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

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

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

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

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

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

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

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

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



from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tokenizers_available, is_torch_available


lowerCamelCase           =					{
    '''configuration_mvp''': ['''MVP_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''MvpConfig''', '''MvpOnnxConfig'''],
    '''tokenization_mvp''': ['''MvpTokenizer'''],
}

try:
       if not is_tokenizers_available():
              raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
       pass
else:
       lowerCamelCase           =					['''MvpTokenizerFast''']

try:
       if not is_torch_available():
              raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
       pass
else:
       lowerCamelCase           =					[
           '''MVP_PRETRAINED_MODEL_ARCHIVE_LIST''',
           '''MvpForCausalLM''',
           '''MvpForConditionalGeneration''',
           '''MvpForQuestionAnswering''',
           '''MvpForSequenceClassification''',
           '''MvpModel''',
           '''MvpPreTrainedModel''',
       ]

if TYPE_CHECKING:
       from .configuration_mvp import MVP_PRETRAINED_CONFIG_ARCHIVE_MAP, MvpConfig, MvpOnnxConfig
       from .tokenization_mvp import MvpTokenizer

       try:
              if not is_tokenizers_available():
                     raise OptionalDependencyNotAvailable()
       except OptionalDependencyNotAvailable:
              pass
       else:
              from .tokenization_mvp_fast import MvpTokenizerFast

       try:
              if not is_torch_available():
                     raise OptionalDependencyNotAvailable()
       except OptionalDependencyNotAvailable:
              pass
       else:
              from .modeling_mvp import (
                  MVP_PRETRAINED_MODEL_ARCHIVE_LIST,
                  MvpForCausalLM,
                  MvpForConditionalGeneration,
                  MvpForQuestionAnswering,
                  MvpForSequenceClassification,
                  MvpModel,
                  MvpPreTrainedModel,
              )

else:
       import sys

       lowerCamelCase           =					_LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)
