

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


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

def      snake_case__      (   SCREAMING_SNAKE_CASE_		:   Dict      ):



     '''simple docstring'''





     lowercase__   :       int				=	test_results.split(' '      )

     lowercase__   :       Optional[int]				=	0
     lowercase__   :       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.
     lowercase__   :       Optional[Any]				=	expressions[-2] if '=' in expressions[-1] else expressions[-1]

     for i, expression in enumerate(SCREAMING_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      snake_case__      (   SCREAMING_SNAKE_CASE_		:   List[str]      ):



     '''simple docstring'''





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

     return failures


class 				SCREAMING_SNAKE_CASE__ :





    def __init__(				self						,       a						,       a):
         lowercase__   :       str				=	title

         lowercase__   :       Tuple				=	doc_test_results['time_spent'].split(',')[0]
         lowercase__   :       Union[str, Any]				=	doc_test_results['success']
         lowercase__   :       str				=	doc_test_results['failures']
         lowercase__   :       Union[str, Any]				=	self.n_success + self.n_failures

         # Failures and success of the modeling tests
         lowercase__   :       str				=	doc_test_results





    @property
    def 				snake_case_    (				self):
         lowercase__   :       Dict				=	[self._time_spent]
         lowercase__   :       Dict				=	0

         for time in time_spent:
              lowercase__   :       Union[str, 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:
                   lowercase__   :       Dict				=	[0, 0, time_parts[0]]

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

         lowercase__				,			lowercase__				,			lowercase__   :       List[str]				=	total_secs // 3600, (total_secs % 3600) // 60, total_secs % 60
         return f"""{int(a)}h{int(a)}m{int(a)}s"""





    @property
    def 				snake_case_    (				self):
         return {"type": "header", "text": {"type": "plain_text", "text": self.title}}





    @property
    def 				snake_case_    (				self):
         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 				snake_case_    (				self):
         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 				snake_case_    (				self):
         lowercase__   :       Tuple				=	40
         lowercase__   :       List[Any]				=	{k: v['failed'] for k, v in doc_test_results.items() if isinstance(a						,       a)}

         lowercase__   :       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 				snake_case_    (				self):
         lowercase__   :       Dict				=	[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 				snake_case_    (				):
         lowercase__   :       str				=	[
             {
                 '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 				snake_case_    (				self):
         print('Sending the following payload')
         print(json.dumps({'blocks': json.loads(self.payload)}))

         lowercase__   :       List[str]				=	f"""{self.n_failures} failures out of {self.n_tests} tests,""" if self.n_failures else 'All tests passed.'

         lowercase__   :       Union[str, Any]				=	client.chat_postMessage(
             channel=os.environ['CI_SLACK_CHANNEL_ID_DAILY']						,       blocks=self.payload						,       text=a						,       )





    def 				snake_case_    (				self						,       a						,       a						,       a						,       a):
         lowercase__   :       Optional[int]				=	''
         for key, value in failures.items():
              lowercase__   :       int				=	value[:200] + ' [Truncated]' if len(a) > 250 else value
              failures_text += f"""*{key}*\n_{value}_\n\n"""

         lowercase__   :       Union[str, Any]				=	job_name
         lowercase__   :       str				=	{'type': 'section', 'text': {'type': 'mrkdwn', 'text': text}}

         if job_link is not None:
              lowercase__   :       Dict				=	{
                  '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 				snake_case_    (				self):
         if self.thread_ts is None:
              raise ValueError('Can only post reply if a post has been made.')

         lowercase__   :       Any				=	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')

         lowercase__   :       Dict				=	sorted(self.doc_test_results.items()						,       key=lambda a: t[0])
         for job, job_result in sorted_dict:
              if len(job_result['failures']):
                   lowercase__   :       str				=	f"""*Num failures* :{len(job_result["failed"])} \n"""
                   lowercase__   :       Tuple				=	job_result['failures']
                   lowercase__   :       int				=	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      snake_case__      (   ):



     '''simple docstring'''





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

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

          for i in range(SCREAMING_SNAKE_CASE_      ):
               lowercase__   :       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.'     ,					SCREAMING_SNAKE_CASE_      )

     return {}

def      snake_case__      (   SCREAMING_SNAKE_CASE_		:   str      ):



     '''simple docstring'''





     lowercase__   :       str				=	{}

     if os.path.exists(SCREAMING_SNAKE_CASE_      ):
          lowercase__   :       Union[str, Any]				=	os.listdir(SCREAMING_SNAKE_CASE_      )
          for file in files:
               try:
                    with open(os.path.join(SCREAMING_SNAKE_CASE_     ,					SCREAMING_SNAKE_CASE_      )     ,					encoding='utf-8'      ) as f:
                         lowercase__   :       List[Any]				=	f.read()
               except UnicodeDecodeError as e:
                    raise ValueError(f"""Could not open {os.path.join(SCREAMING_SNAKE_CASE_     ,					SCREAMING_SNAKE_CASE_      )}."""      ) from e

     return _artifact

def      snake_case__      (   ):



     '''simple docstring'''





     class 				SCREAMING_SNAKE_CASE__ :





         def __init__(				self						,       a):
              lowercase__   :       Union[str, Any]				=	name
              lowercase__   :       Optional[int]				=	[]





         def __str__(				self):
              return self.name





         def 				snake_case_    (				self						,       a):
              self.paths.append({'name': self.name, 'path': path})



     lowercase__   :       Dict[str, Artifact]				=	{}

     lowercase__   :       Union[str, Any]				=	filter(os.path.isdir     ,					os.listdir()      )
     for directory in directories:
          lowercase__   :       Any				=	directory
          if artifact_name not in _available_artifacts:
               lowercase__   :       List[str]				=	Artifact(SCREAMING_SNAKE_CASE_      )

               _available_artifacts[artifact_name].add_path(SCREAMING_SNAKE_CASE_      )

     return _available_artifacts


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

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

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

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

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

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

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

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

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




import warnings

from diffusers import StableDiffusionInpaintPipeline as StableDiffusionInpaintPipeline  # noqa F401


warnings.warn(
    '''The `inpainting.py` script is outdated. Please use directly `from diffusers import'''
    ''' StableDiffusionInpaintPipeline` instead.'''
)

