




'''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 						snake_case_							(_a	:							Tuple     ):
    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 						snake_case_							(_a	:							Optional[int]     ):
    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						:	Dict   ,				lowercase						:	str   ,				lowercase						:	Dict				):



           '''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     A      (	self						:	Any				):



           '''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(lowercase				) == 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 * 3_600 + minutes * 60 + seconds

           UpperCAmelCase       ,     UpperCAmelCase       ,     UpperCAmelCase			       =		total_secs // 3_600, (total_secs % 3_600) // 60, total_secs % 60
           return f"{int(lowercase				)}h{int(lowercase				)}m{int(lowercase				)}s"
       @property
       def     A      (	self						:	int				):



           '''simple docstring'''

           return {"type": "header", "text": {"type": "plain_text", "text": self.title}}
       @property
       def     A      (	self						:	Union[str, Any]				):



           '''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     A      (	self						:	int				):



           '''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     A      (	self						:	Optional[int]				):



           '''simple docstring'''

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

           UpperCAmelCase			       =		''''''
           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     A      (	self						:	Any				):



           '''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(lowercase				)
       @staticmethod
       def     A      (	):



           '''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(lowercase				)}				)				)

           client.chat_postMessage(
               channel=os.environ['''CI_SLACK_CHANNEL_ID_DAILY''']   ,				text='''There was an issue running the tests.'''   ,				blocks=lowercase   ,				)
       def     A      (	self						:	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=lowercase   ,				)
       def     A      (	self						:	Optional[int]   ,				lowercase						:	Any   ,				lowercase						:	Any   ,				lowercase						:	Union[str, Any]   ,				lowercase						:	List[str]				):



           '''simple docstring'''

           UpperCAmelCase			       =		''''''
           for key, value in failures.items():
               UpperCAmelCase			       =		value[:200] + ''' [Truncated]''' if len(lowercase				) > 250 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     A      (	self						:	Optional[int]				):



           '''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 lowercase				: 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(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 						snake_case_							():
    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 						snake_case_							(_a	:							str     ):
    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 						snake_case_							():


    class 			_a  :
           def __init__(	self						:	Any   ,				lowercase						:	str				):



               '''simple docstring'''

               UpperCAmelCase			       =		name
               UpperCAmelCase			       =		[]
           def __str__(	self						:	Tuple				):



               '''simple docstring'''

               return self.name







           def     A      (	self						:	List[Any]   ,				lowercase						:	str				):



               '''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     =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"""




from __future__ import annotations

import time

import numpy as np

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






class        UpperCamelCase			:


 def __init__(     self		:						List[Any]							,						UpperCAmelCase__		:						list[int]							,						UpperCAmelCase__		:						list[list[int]]							,						UpperCAmelCase__		:						list[list[int]]							,						)					->       None:
   _a  :       List[str]             =	claim_vector
   _a  :       List[Any]             =	allocated_resources_table
   _a  :       Union[str, Any]             =	maximum_claim_table


 def _lowercase	(     self		:						Tuple							)					->       list[int]:
   return [
       sum(p_item[i] for p_item in self.__allocated_resources_table							)
       for i in range(len(self.__allocated_resources_table[0]							)							)
   ]


 def _lowercase	(     self		:						int							)					->       list[int]:
   return np.array(self.__claim_vector							) - np.array(
       self.__processes_resource_summation()							)


 def _lowercase	(     self		:						List[str]							)					->       list[list[int]]:
   return [
       list(np.array(self.__maximum_claim_table[i]							) - np.array(UpperCAmelCase__							)							)
       for i, allocated_resource in enumerate(self.__allocated_resources_table							)
   ]


 def _lowercase	(     self		:						Optional[Any]							)					->       dict[int, list[int]]:
   return {self.__need().index(UpperCAmelCase__							): i for i in self.__need()}


 def _lowercase	(     self		:						Dict							,						**UpperCAmelCase__		:						Optional[Any]							)					->       None:
   _a  :       List[Any]             =	self.__need()
   _a  :       Optional[int]             =	self.__allocated_resources_table
   _a  :       str             =	self.__available_resources()
   _a  :       Optional[Any]             =	self.__need_index_manager()
   for kw, val in kwargs.items():
     if kw and val is True:
       self.__pretty_data()
   print("""_""" * 50 + """\n"""							)
   while need_list:
     _a  :       int             =	False
     for each_need in need_list:
       _a  :       Optional[int]             =	True
       for index, need in enumerate(UpperCAmelCase__							):
         if need > available_resources[index]:
           _a  :       List[Any]             =	False
           break
       if execution:
         _a  :       str             =	True
         # get the original index of the process from ind_ctrl db
         for original_need_index, need_clone in need_index_manager.items():
           if each_need == need_clone:
             _a  :       Any             =	original_need_index
         print(f"""Process {process_number + 1} is executing."""							)
         # remove the process run from stack
         need_list.remove(UpperCAmelCase__							)
         # update available/freed resources stack
         _a  :       Union[str, Any]             =	np.array(UpperCAmelCase__							) + np.array(
             alloc_resources_table[process_number]							)
         print(
             """Updated available resource stack for processes: """
             + """ """.join([str(UpperCAmelCase__							) for x in available_resources]							)							)
         break
     if safe:
       print("""The process is in a safe state.\n"""							)
     else:
       print("""System in unsafe state. Aborting...\n"""							)
       break







 def _lowercase	(     self		:						Any							)					->       Optional[int]:
   print(""" """ * 9 + """Allocated Resource Table"""							)
   for item in self.__allocated_resources_table:
     print(
         f"""P{self.__allocated_resources_table.index(UpperCAmelCase__							) + 1}"""
         + """ """.join(f"""{it:>8}""" for it in item							)
         + """\n"""							)
   print(""" """ * 9 + """System Resource Table"""							)
   for item in self.__maximum_claim_table:
     print(
         f"""P{self.__maximum_claim_table.index(UpperCAmelCase__							) + 1}"""
         + """ """.join(f"""{it:>8}""" for it in item							)
         + """\n"""							)
   print(
       """Current Usage by Active Processes: """
       + """ """.join(str(UpperCAmelCase__							) for x in self.__claim_vector							)							)
   print(
       """Initial Available Resources:       """
       + """ """.join(str(UpperCAmelCase__							) for x in self.__available_resources()							)							)
   time.sleep(1							)


if __name__ == "__main__":
 import doctest

 doctest.testmod()

