
"""simple docstring"""



from collections import defaultdict

from graphs.minimum_spanning_tree_prims import prisms_algorithm as mst


def  _UpperCamelCase	(						)    ->  int:





    """simple docstring"""

    _UpperCAmelCase    ,_UpperCAmelCase          =   9, 1_4  # noqa: F841
    _UpperCAmelCase          =   [
        [0, 1, 4],
        [0, 7, 8],
        [1, 2, 8],
        [7, 8, 7],
        [7, 6, 1],
        [2, 8, 2],
        [8, 6, 6],
        [2, 3, 7],
        [2, 5, 4],
        [6, 5, 2],
        [3, 5, 1_4],
        [3, 4, 9],
        [5, 4, 1_0],
        [1, 7, 1_1],
    ]

    _UpperCAmelCase          =   defaultdict(_A      )
    for nodea, nodea, cost in edges:
        adjancency[nodea].append([nodea, cost]      )
        adjancency[nodea].append([nodea, cost]      )

    _UpperCAmelCase          =   mst(_A      )

    _UpperCAmelCase          =   [
        [7, 6, 1],
        [2, 8, 2],
        [6, 5, 2],
        [0, 1, 4],
        [2, 5, 4],
        [2, 3, 7],
        [0, 7, 8],
        [3, 4, 9],
    ]

    for answer in expected:
        _UpperCAmelCase          =   tuple(answer[:2]      )
        _UpperCAmelCase          =   tuple(edge[::-1]      )
        assert edge in result or reverse in result

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


def  _UpperCamelCase	(						_A      )    ->  List[str]:





    """simple docstring"""

    _UpperCAmelCase          =   test_results.split(""" """      )

    _UpperCAmelCase          =   0
    _UpperCAmelCase          =   0

    # When the output is short enough, the output is surrounded by = signs: "== OUTPUT =="
    # When it is too long, those signs are not present.
    _UpperCAmelCase          =   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      )    ->  int:





    """simple docstring"""

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

    return failures




class 		a_						:







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






        '''simple docstring'''






        _UpperCAmelCase          =   title

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

        # Failures and success of the modeling tests
        _UpperCAmelCase          =   doc_test_results







    @property
    def      _snake_case					(			self			:       int     )		->str:






        '''simple docstring'''






        _UpperCAmelCase          =   [self._time_spent]
        _UpperCAmelCase          =   0

        for time in time_spent:
            _UpperCAmelCase          =   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:
                _UpperCAmelCase          =   [0, 0, time_parts[0]]

            _UpperCAmelCase    ,_UpperCAmelCase    ,_UpperCAmelCase          =   int(time_parts[0]     ), int(time_parts[1]     ), float(time_parts[2]     )
            total_secs += hours * 36_00 + minutes * 60 + seconds

        _UpperCAmelCase    ,_UpperCAmelCase    ,_UpperCAmelCase          =   total_secs // 36_00, (total_secs % 36_00) // 60, total_secs % 60
        return f"""{int(__UpperCamelCase     )}h{int(__UpperCamelCase     )}m{int(__UpperCamelCase     )}s"""







    @property
    def      _snake_case					(			self			:       List[Any]     )		->Dict:






        '''simple docstring'''






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







    @property
    def      _snake_case					(			self			:       Optional[Any]     )		->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      _snake_case					(			self			:       Union[str, Any]     )		->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      _snake_case					(			self			:       List[str]     )		->Dict:






        '''simple docstring'''






        _UpperCAmelCase          =   40
        _UpperCAmelCase          =   {k: v["""failed"""] for k, v in doc_test_results.items() if isinstance(__UpperCamelCase     ,					__UpperCamelCase     )}

        _UpperCAmelCase          =   """"""
        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      _snake_case					(			self			:       Union[str, Any]     )		->str:






        '''simple docstring'''






        _UpperCAmelCase          =   [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      _snake_case					(			)		->Any:






        '''simple docstring'''






        _UpperCAmelCase          =   [
            {
                """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      _snake_case					(			self			:       Tuple     )		->Optional[Any]:






        '''simple docstring'''






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

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

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







    def      _snake_case					(			self			:       List[Any]     ,					__UpperCamelCase			:       Optional[int]     ,					__UpperCamelCase			:       Any     ,					__UpperCamelCase			:       Any     ,					__UpperCamelCase			:       List[str]     )		->str:






        '''simple docstring'''






        _UpperCAmelCase          =   """"""
        for key, value in failures.items():
            _UpperCAmelCase          =   value[:2_00] + """ [Truncated]""" if len(__UpperCamelCase     ) > 2_50 else value
            failures_text += f"""*{key}*\n_{value}_\n\n"""

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

        if job_link is not None:
            _UpperCAmelCase          =   {
                """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			:       int     )		->Optional[Any]:






        '''simple docstring'''






        if self.thread_ts is None:
            raise ValueError("""Can only post reply if a post has been made."""     )

        _UpperCAmelCase          =   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"""     )

        _UpperCAmelCase          =   sorted(self.doc_test_results.items()     ,					key=lambda __UpperCamelCase     : t[0]     )
        for job, job_result in sorted_dict:
            if len(job_result["""failures"""]     ):
                _UpperCAmelCase          =   f"""*Num failures* :{len(job_result["failed"]     )} \n"""
                _UpperCAmelCase          =   job_result["""failures"""]
                _UpperCAmelCase          =   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  _UpperCamelCase	(						)    ->  List[str]:





    """simple docstring"""

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

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

        for i in range(_A      ):
            _UpperCAmelCase          =   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      )    ->  Optional[int]:





    """simple docstring"""

    _UpperCAmelCase          =   {}

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

    return _artifact


def  _UpperCamelCase	(						)    ->  int:





    """simple docstring"""

    class 		a_						:







        def __init__(			self			:       List[Any]     ,					__UpperCamelCase			:       str     )		->Tuple:






            '''simple docstring'''






            _UpperCAmelCase          =   name
            _UpperCAmelCase          =   []







        def __str__(			self			:       int     )		->Optional[Any]:






            '''simple docstring'''






            return self.name







        def      _snake_case					(			self			:       Dict     ,					__UpperCamelCase			:       str     )		->int:






            '''simple docstring'''






            self.paths.append({"""name""": self.name, """path""": path}     )







    _UpperCAmelCase          =   {}

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

            _available_artifacts[artifact_name].add_path(_A      )

    return _available_artifacts


if __name__ == "__main__":
 a					:	Dict							=		get_job_links()
 a					:	Dict							=		retrieve_available_artifacts()

 a					:	Optional[int]							=		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					:	Dict							=		{
     v: {
         '''failed''': [],
         '''failures''': {},
     }
     for v in docs.values()
 }

 # Link to the GitHub Action job
 a					:	int							=		github_actions_job_links.get('''run_doctests''')

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

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

    if "::" in line:
     a		, a					:	Union[str, Any]							=		line.split('''::''')
    else:
     a		, a					:	Optional[Any]							=		line, line

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

      a					:	Optional[Any]							=		all_failures[test] if test in all_failures else '''N/A'''
      a					:	List[str]							=		failure
      break

 a					:	List[Any]							=		Message('''🤗 Results of the doc tests.''', doc_test_results)
 message.post()
 message.post_reply()