

"""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   _A  (  UpperCamelCase_     :       Any)	->						Optional[Any]:
   '''simple docstring'''


   __lowercase								=						test_results.split(" ")

   __lowercase								=						0
   __lowercase								=						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								=						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   _A  (  UpperCamelCase_     :       str)	->						Optional[int]:
   '''simple docstring'''


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

   return failures




class 					_lowerCAmelCase  :







 """simple docstring"""







 def __init__(			self							:			Dict,					UpperCAmelCase__							:			str,					UpperCAmelCase__							:			Dict	):
    __lowercase								=						title

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

    # Failures and success of the modeling tests
    __lowercase								=						doc_test_results


 @property
 def 					_lowercase (			self							:			Optional[Any]	):
    __lowercase								=						[self._time_spent]
    __lowercase								=						0

    for time in time_spent:
       __lowercase								=						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(UpperCAmelCase__	) == 1:
          __lowercase								=						[0, 0, time_parts[0]]

       __lowercase		,__lowercase		,__lowercase								=						int(time_parts[0]	), int(time_parts[1]	), float(time_parts[2]	)
       total_secs += hours * 3_6_0_0 + minutes * 6_0 + seconds

    __lowercase		,__lowercase		,__lowercase								=						total_secs // 3_6_0_0, (total_secs % 3_6_0_0) // 6_0, total_secs % 6_0
    return F"""{int(UpperCAmelCase__	)}h{int(UpperCAmelCase__	)}m{int(UpperCAmelCase__	)}s"""


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


 @property
 def 					_lowercase (			self							:			Tuple	):
    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 					_lowercase (			self							:			Tuple	):
    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 					_lowercase (			self							:			Optional[Any]	):
    __lowercase								=						4_0
    __lowercase								=						{k: v["failed"] for k, v in doc_test_results.items() if isinstance(UpperCAmelCase__,					UpperCAmelCase__	)}

    __lowercase								=						""
    for category, failures in category_failures.items():
       if len(UpperCAmelCase__	) == 0:
          continue

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

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

    return {
        "type": "section",
        "text": {
            "type": "mrkdwn",
            "text": F"""The following examples had failures:\n\n\n{report}\n""",
        },
    }


 @property
 def 					_lowercase (			self							:			Union[str, Any]	):
    __lowercase								=						[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(UpperCAmelCase__	)


 @staticmethod
 def 					_lowercase (			):
    __lowercase								=						[
        {
            "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(UpperCAmelCase__	)}	)	)

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


 def 					_lowercase (			self							:			Any	):
    print("Sending the following payload"	)
    print(json.dumps({"blocks": json.loads(self.payload	)}	)	)

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

    __lowercase								=						client.chat_postMessage(
        channel=os.environ["CI_SLACK_CHANNEL_ID_DAILY"],					blocks=self.payload,					text=UpperCAmelCase__,					)


 def 					_lowercase (			self							:			Tuple,					UpperCAmelCase__							:			str,					UpperCAmelCase__							:			Tuple,					UpperCAmelCase__							:			List[Any],					UpperCAmelCase__							:			Any	):
    __lowercase								=						""
    for key, value in failures.items():
       __lowercase								=						value[:2_0_0] + " [Truncated]" if len(UpperCAmelCase__	) > 2_5_0 else value
       failures_text += F"""*{key}*\n_{value}_\n\n"""

    __lowercase								=						job_name
    __lowercase								=						{"type": "section", "text": {"type": "mrkdwn", "text": text}}

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

    __lowercase								=						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								=						sorted(self.doc_test_results.items(),					key=lambda UpperCAmelCase__	: t[0]	)
    for job, job_result in sorted_dict:
       if len(job_result["failures"]	):
          __lowercase								=						F"""*Num failures* :{len(job_result["failed"]	)} \n"""
          __lowercase								=						job_result["failures"]
          __lowercase								=						self.get_reply_blocks(UpperCAmelCase__,					UpperCAmelCase__,					UpperCAmelCase__,					text=UpperCAmelCase__	)

          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=UpperCAmelCase__,					thread_ts=self.thread_ts["ts"],					)

          time.sleep(1	)







def   _A  (  )	->						Tuple:
   '''simple docstring'''


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

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

      for i in range(UpperCamelCase_):
         __lowercase								=						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   _A  (  UpperCamelCase_     :       str)	->						Union[str, Any]:
   '''simple docstring'''


   __lowercase								=						{}

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

   return _artifact




def   _A  (  )	->						Optional[int]:
   '''simple docstring'''


   class 					_lowerCAmelCase  :







    """simple docstring"""







    def __init__(			self							:			Tuple,					UpperCAmelCase__							:			str	):
       __lowercase								=						name
       __lowercase								=						[]


    def __str__(			self							:			Union[str, Any]	):
       return self.name



    def 					_lowercase (			self							:			Tuple,					UpperCAmelCase__							:			str	):
       self.paths.append({"name": self.name, "path": path}	)







   __lowercase								=						{}

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

         _available_artifacts[artifact_name].add_path(UpperCamelCase_)

   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 baseaa




def   _A  (  UpperCamelCase_     :       str)	->						bytes:
   '''simple docstring'''


   return baseaa.baaencode(string.encode("utf-8"))




def   _A  (  UpperCamelCase_     :       bytes)	->						str:
   '''simple docstring'''


   return baseaa.baadecode(UpperCamelCase_).decode("utf-8")


if __name__ == "__main__":
   _a       =							'Hello World!'
   _a       =							baseaa_encode(test)
   print(encoded)

   _a       =							baseaa_decode(encoded)
   print(decoded)




