


'''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   _a		(lowercase__			:   str						)			->			Optional[Any]:






     """simple docstring"""
     __snake_case           =						test_results.split(' '						)

     __snake_case           =						0
     __snake_case           =						0

     # When the output is short enough, the output is surrounded by = signs: "== OUTPUT =="
     # When it is too long, those signs are not present.
     __snake_case           =						expressions[-2] if '=' in expressions[-1] else expressions[-1]

     for i, expression in enumerate(lowercase__						):
          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		(lowercase__			:   Dict						)			->			int:






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

     return failures




class 			_lowercase :
   def __init__(						self       :      Any       ,   SCREAMING_SNAKE_CASE_       :      str       ,   SCREAMING_SNAKE_CASE_       :      Dict      ) ->							str:
        __snake_case           =						title

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

        # Failures and success of the modeling tests
        __snake_case           =						doc_test_results
   @property
   def a  (						self       :      List[str]      ) ->							str:
        __snake_case           =						[self._time_spent]
        __snake_case           =						0

        for time in time_spent:
             __snake_case           =						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(SCREAMING_SNAKE_CASE_      ) == 1:
                  __snake_case           =						[0, 0, time_parts[0]]

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

        __snake_case      ,       __snake_case      ,       __snake_case           =						total_secs // 3600, (total_secs % 3600) // 60, total_secs % 60
        return f'{int(SCREAMING_SNAKE_CASE_      )}h{int(SCREAMING_SNAKE_CASE_      )}m{int(SCREAMING_SNAKE_CASE_      )}s'
   @property
   def a  (						self       :      Any      ) ->							Dict:
        return {"type": "header", "text": {"type": "plain_text", "text": self.title}}
   @property
   def a  (						self       :      Tuple      ) ->							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       :      List[Any]      ) ->							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       :      Optional[int]      ) ->							Dict:
        __snake_case           =						40
        __snake_case           =						{k: v['failed'] for k, v in doc_test_results.items() if isinstance(SCREAMING_SNAKE_CASE_       ,   SCREAMING_SNAKE_CASE_      )}

        __snake_case           =						''
        for category, failures in category_failures.items():
             if len(SCREAMING_SNAKE_CASE_      ) == 0:
                  continue

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

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

        return {
            "type": "section",
            "text": {
                "type": "mrkdwn",
                "text": f'The following examples had failures:\n\n\n{report}\n',
            },
        }
   @property
   def a  (						self       :      Union[str, Any]      ) ->							str:
        __snake_case           =						[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(SCREAMING_SNAKE_CASE_      )
   @staticmethod
   def a  (						) ->							Union[str, Any]:
        __snake_case           =						[
            {
                '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(SCREAMING_SNAKE_CASE_      )}      )      )

        client.chat_postMessage(
            channel=os.environ['CI_SLACK_CHANNEL_ID_DAILY']       ,   text='There was an issue running the tests.'       ,   blocks=SCREAMING_SNAKE_CASE_       ,   )
   def a  (						self       :      Optional[Any]      ) ->							Dict:
        print('Sending the following payload'      )
        print(json.dumps({'blocks': json.loads(self.payload      )}      )      )

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

        __snake_case           =						client.chat_postMessage(
            channel=os.environ['CI_SLACK_CHANNEL_ID_DAILY']       ,   blocks=self.payload       ,   text=SCREAMING_SNAKE_CASE_       ,   )
   def a  (						self       :      Dict       ,   SCREAMING_SNAKE_CASE_       :      Dict       ,   SCREAMING_SNAKE_CASE_       :      List[str]       ,   SCREAMING_SNAKE_CASE_       :      List[str]       ,   SCREAMING_SNAKE_CASE_       :      Optional[Any]      ) ->							int:
        __snake_case           =						''
        for key, value in failures.items():
             __snake_case           =						value[:200] + ' [Truncated]' if len(SCREAMING_SNAKE_CASE_      ) > 250 else value
             failures_text += f'*{key}*\n_{value}_\n\n'

        __snake_case           =						job_name
        __snake_case           =						{'type': 'section', 'text': {'type': 'mrkdwn', 'text': text}}

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

        __snake_case           =						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'      )

        __snake_case           =						sorted(self.doc_test_results.items()       ,   key=lambda SCREAMING_SNAKE_CASE_      : t[0]      )
        for job, job_result in sorted_dict:
             if len(job_result['failures']      ):
                  __snake_case           =						f'*Num failures* :{len(job_result["failed"]      )} \n'
                  __snake_case           =						job_result['failures']
                  __snake_case           =						self.get_reply_blocks(SCREAMING_SNAKE_CASE_       ,   SCREAMING_SNAKE_CASE_       ,   SCREAMING_SNAKE_CASE_       ,   text=SCREAMING_SNAKE_CASE_      )

                  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=SCREAMING_SNAKE_CASE_       ,   thread_ts=self.thread_ts['ts']       ,   )

                  time.sleep(1      )





def   _a		()			->			Tuple:






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

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

          for i in range(lowercase__						):
               __snake_case           =						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.'							,   lowercase__						)

     return {}





def   _a		(lowercase__			:   str						)			->			int:






     """simple docstring"""
     __snake_case           =						{}

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

     return _artifact





def   _a		()			->			List[str]:






     """simple docstring"""




     class 			_lowercase :
        def __init__(						self       :      List[Any]       ,   SCREAMING_SNAKE_CASE_       :      str      ) ->							int:
             __snake_case           =						name
             __snake_case           =						[]
        def __str__(						self       :      Optional[int]      ) ->							Union[str, Any]:
             return self.name





        def a  (						self       :      Dict       ,   SCREAMING_SNAKE_CASE_       :      str      ) ->							Any:
             self.paths.append({'name': self.name, 'path': path}      )




     __snake_case           =						{}

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

               _available_artifacts[artifact_name].add_path(lowercase__						)

     return _available_artifacts


if __name__ == "__main__":
       _a   :   Any												=   get_job_links()
       _a   :   Optional[int]												=   retrieve_available_artifacts()

       _a   :   Dict												=   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   :   Optional[int]												=   github_actions_job_links.get("run_doctests")

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

              _a   :   int												=   extract_first_line_failure(artifact["failures_short"])
              for line in artifact["summary_short"].split("\n"):
                     if re.search("FAILED", line):
                            _a   :   Tuple												=   line.replace("FAILED ", "")
                            _a   :   List[str]												=   line.split()[0].replace("\n", "")

                            if "::" in line:
                                   _a					,     _a   :   List[Any]												=   line.split("::")
                            else:
                                   _a					,     _a   :   List[str]												=   line, line

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

                                          _a   :   Optional[int]												=   all_failures[test] if test in all_failures else "N/A"
                                          _a   :   Tuple												=   failure
                                          break

       _a   :   Any												=   Message("🤗 Results of the doc tests.", doc_test_results)
       message.post()
       message.post_reply()









"""simple docstring"""







import importlib
import shutil
import threading
import warnings
from typing import List

import fsspec
import fsspec.asyn

from . import compression
from .hffilesystem import HfFileSystem


A		=						importlib.util.find_spec('s3fs') is not None

if _has_safs:
			from .safilesystem import SaFileSystem  # noqa: F401

A		=						[
    compression.BzaFileSystem,
    compression.GzipFileSystem,
    compression.LzaFileSystem,
    compression.XzFileSystem,
    compression.ZstdFileSystem,
]

# Register custom filesystems
for fs_class in COMPRESSION_FILESYSTEMS + [HfFileSystem]:
			if fs_class.protocol in fsspec.registry and fsspec.registry[fs_class.protocol] is not fs_class:
						warnings.warn(F'''A filesystem protocol was already set for {fs_class.protocol} and will be overwritten.''')
			fsspec.register_implementation(fs_class.protocol, fs_class, clobber=True)

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							str ):
						"""simple docstring"""






						if "://" in dataset_path:
												snake_case   :			List[str]						    = dataset_path.split("://" )[1]
						return dataset_path

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							fsspec.AbstractFileSystem ):
						"""simple docstring"""






						if fs is not None and fs.protocol != "file":
												return True
						else:
												return False

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							fsspec.AbstractFileSystem     ,		lowerCamelCase_:							str     ,		lowerCamelCase_:							str ):
						"""simple docstring"""






						snake_case   :			int						    = not is_remote_filesystem(lowerCamelCase_ )
						if is_local:
												# LocalFileSystem.mv does copy + rm, it is more efficient to simply move a local directory
												shutil.move(fs._strip_protocol(lowerCamelCase_ )     ,		fs._strip_protocol(lowerCamelCase_ ) )
						else:
												fs.mv(lowerCamelCase_     ,		lowerCamelCase_     ,		recursive=lowerCamelCase_ )

def  __SCREAMING_SNAKE_CASE		(			):
						"""simple docstring"""






						if hasattr(fsspec.asyn     ,		"reset_lock" ):
												# for future fsspec>2022.05.0
												fsspec.asyn.reset_lock()
						else:
												snake_case   :			Union[str, Any]						    = None
												snake_case   :			Optional[int]						    = None
												snake_case   :			List[str]						    = threading.Lock()



