




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 				lowerCAmelCase_	(     snake_case_     ):
      _A							:     Any			=						test_results.split(""" """     )

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

      return failures







class 						lowercase							:

     def __init__(  self		,     _a		,     _a				)						->							str:
           _A							:     int			=						title

           _A							:     List[str]			=						doc_test_results["""time_spent"""].split(""","""				)[0]
           _A							:     Union[str, Any]			=						doc_test_results["""success"""]
           _A							:     str			=						doc_test_results["""failures"""]
           _A							:     Optional[Any]			=						self.n_success + self.n_failures

           # Failures and success of the modeling tests
           _A							:     Optional[int]			=						doc_test_results

     @property
     def 					a__	(  self				)						->							str:
           _A							:     str			=						[self._time_spent]
           _A							:     Dict			=						0

           for time in time_spent:
                 _A							:     List[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:
                       _A							:     Any			=						[0, 0, time_parts[0]]

                 _A			,   _A			,   _A							:     Tuple			=						int(time_parts[0]				), int(time_parts[1]				), float(time_parts[2]				)
                 total_secs += hours * 3600 + minutes * 60 + seconds

           _A			,   _A			,   _A							:     int			=						total_secs // 3600, (total_secs % 3600) // 60, total_secs % 60
           return F'''{int(_a				)}h{int(_a				)}m{int(_a				)}s'''

     @property
     def 					a__	(  self				)						->							Dict:
           return {"type": "header", "text": {"type": "plain_text", "text": self.title}}

     @property
     def 					a__	(  self				)						->							Dict:
           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 					a__	(  self				)						->							Dict:
           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 					a__	(  self				)						->							Dict:
           _A							:     int			=						40
           _A							:     int			=						{k: v["""failed"""] for k, v in doc_test_results.items() if isinstance(_a		,     _a				)}

           _A							:     int			=						""""""
           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 					a__	(  self				)						->							str:
           _A							:     List[Any]			=						[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 					a__	(  )						->							int:
           _A							:     List[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 					a__	(  self				)						->							Optional[int]:
           print("""Sending the following payload"""				)
           print(json.dumps({"""blocks""": json.loads(self.payload				)}				)				)

           _A							:     List[Any]			=						F'''{self.n_failures} failures out of {self.n_tests} tests,''' if self.n_failures else """All tests passed."""

           _A							:     Optional[int]			=						client.chat_postMessage(
               channel=os.environ["""CI_SLACK_CHANNEL_ID_DAILY"""]		,     blocks=self.payload		,     text=_a		,     )

     def 					a__	(  self		,     _a		,     _a		,     _a		,     _a				)						->							Union[str, Any]:
           _A							:     List[Any]			=						""""""
           for key, value in failures.items():
                 _A							:     Dict			=						value[:200] + """ [Truncated]""" if len(_a				) > 250 else value
                 failures_text += F'''*{key}*\n_{value}_\n\n'''

           _A							:     int			=						job_name
           _A							:     int			=						{"""type""": """section""", """text""": {"""type""": """mrkdwn""", """text""": text}}

           if job_link is not None:
                 _A							:     List[str]			=						{
                     """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 					a__	(  self				)						->							Tuple:
           if self.thread_ts is None:
                 raise ValueError("""Can only post reply if a post has been made."""				)

           _A							:     List[str]			=						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							:     Dict			=						sorted(self.doc_test_results.items()		,     key=lambda _a				: t[0]				)
           for job, job_result in sorted_dict:
                 if len(job_result["""failures"""]				):
                       _A							:     Optional[int]			=						F'''*Num failures* :{len(job_result["failed"]				)} \n'''
                       _A							:     Dict			=						job_result["""failures"""]
                       _A							:     Dict			=						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_	(     ):
      _A							:     Dict			=						os.environ["""GITHUB_RUN_ID"""]
      _A							:     Optional[Any]			=						f'''https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100'''
      _A							:     List[Any]			=						requests.get(snake_case_     ).json()
      _A							:     int			=						{}

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

            for i in range(snake_case_     ):
                  _A							:     List[Any]			=						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_     ):
      _A							:     Any			=						{}

      if os.path.exists(snake_case_     ):
            _A							:     str			=						os.listdir(snake_case_     )
            for file in files:
                  try:
                        with open(os.path.join(snake_case_,snake_case_     ),encoding="""utf-8"""     ) as f:
                              _A							:     Dict			=						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_	(     ):







      class 						lowercase							:

           def __init__(  self		,     _a				)						->							Tuple:
                 _A							:     List[str]			=						name
                 _A							:     Dict			=						[]

           def __str__(  self				)						->							str:
                 return self.name



           def 					a__	(  self		,     _a				)						->							str:
                 self.paths.append({"""name""": self.name, """path""": path}				)


      _A							:     Dict[str, Artifact]			=						{}

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

                  _available_artifacts[artifact_name].add_path(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()







def 				lowerCAmelCase_	(     snake_case_     ):
      if n_term == "":
            return []
      _A							:     list			=						[]
      for temp in range(int(snake_case_     )     ):
            series.append(f'''1/{temp + 1}''' if series else """1"""     )
      return series


if __name__ == "__main__":
  _snake_case										=       input("Enter the last number (nth term) of the Harmonic Series")
  print("Formula of Harmonic Series => 1+1/2+1/3 ..... 1/n")
  print(harmonic_series(nth_term))

