
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


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


def 						UpperCAmelCase			(	a_						)		->	Union[str, Any]:







				"""simple docstring"""



				__A   			= test_results.split(" "						)

				__A   			= 0
				__A   			= 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   			= 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_						)		->	Optional[int]:







				"""simple docstring"""



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

				return failures





class 							UpperCAmelCase      :




	'''simple docstring'''





	def __init__(       self					: Optional[Any]							,A					: str							,A					: Dict ):
					__A   			= title

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

					# Failures and success of the modeling tests
					__A   			= doc_test_results






	@property
	def 				UpperCamelCase_  (       self					: Optional[int] ):
					__A   			= [self._time_spent]
					__A   			= 0

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

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

					__A			,							__A			,							__A   			= total_secs // 36_00, (total_secs % 36_00) // 60, total_secs % 60
					return f'''{int(A )}h{int(A )}m{int(A )}s'''






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






	@property
	def 				UpperCamelCase_  (       self					: Optional[Any] ):
					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 				UpperCamelCase_  (       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 				UpperCamelCase_  (       self					: List[str] ):
					__A   			= 40
					__A   			= {k: v["failed"] for k, v in doc_test_results.items() if isinstance(A							,A )}

					__A   			= ""
					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 				UpperCamelCase_  (       self					: List[Any] ):
					__A   			= [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 				UpperCamelCase_  (       ):
					__A   			= [
					    {
					        "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 				UpperCamelCase_  (       self					: Tuple ):
					print("Sending the following payload" )
					print(json.dumps({"blocks": json.loads(self.payload )} ) )

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

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






	def 				UpperCamelCase_  (       self					: List[str]							,A					: List[str]							,A					: List[Any]							,A					: Optional[int]							,A					: Union[str, Any] ):
					__A   			= ""
					for key, value in failures.items():
									__A   			= value[:2_00] + " [Truncated]" if len(A ) > 2_50 else value
									failures_text += f'''*{key}*\n_{value}_\n\n'''

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

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

					__A   			= 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   			= sorted(self.doc_test_results.items()							,key=lambda A : t[0] )
					for job, job_result in sorted_dict:
									if len(job_result["failures"] ):
													__A   			= f'''*Num failures* :{len(job_result['failed'] )} \n'''
													__A   			= job_result["failures"]
													__A   			= 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 						UpperCAmelCase			(	)		->	str:







				"""simple docstring"""



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

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

								for i in range(a_						):
												__A   			= 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_						)		->	List[str]:







				"""simple docstring"""



				__A   			= {}

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

				return _artifact


def 						UpperCAmelCase			(	)		->	List[str]:







				"""simple docstring"""



				class 							UpperCAmelCase      :




					'''simple docstring'''





					def __init__(       self					: List[Any]							,A					: str ):
									__A   			= name
									__A   			= []






					def __str__(       self					: Tuple ):
									return self.name







					def 				UpperCamelCase_  (       self					: Dict							,A					: str ):
									self.paths.append({"name": self.name, "path": path} )





				__A   			= {}

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

												_available_artifacts[artifact_name].add_path(a_						)

				return _available_artifacts


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

					SCREAMING_SNAKE_CASE							: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'
					SCREAMING_SNAKE_CASE							:List[Any]							 =				{
					    v: {
					        'failed': [],
					        'failures': {},
					    }
					    for v in docs.values()
					}

					# Link to the GitHub Action job
					SCREAMING_SNAKE_CASE							:Union[str, Any]							 =				github_actions_job_links.get('run_doctests')

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

										SCREAMING_SNAKE_CASE							:str							 =				extract_first_line_failure(artifact['failures_short'])
										for line in artifact["summary_short"].split('\n'):
															if re.search('FAILED', line):
																				SCREAMING_SNAKE_CASE							:Optional[int]							 =				line.replace('FAILED ', '')
																				SCREAMING_SNAKE_CASE							:Any							 =				line.split()[0].replace('\n', '')

																				if "::" in line:
																									SCREAMING_SNAKE_CASE ,    SCREAMING_SNAKE_CASE							:Tuple							 =				line.split('::')
																				else:
																									SCREAMING_SNAKE_CASE ,    SCREAMING_SNAKE_CASE							:List[str]							 =				line, line

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

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

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





"""simple docstring"""
def       _snake_case						(						UpperCamelCase						:		list						):
 if not isinstance(UpperCamelCase			,		UpperCamelCase						):
  raise ValueError("""Input series is not valid, valid series - [2, 4, 6]"""						)
 if len(UpperCamelCase						) == 0:
  raise ValueError("""Input list must be a non empty list"""						)
 if len(UpperCamelCase						) == 1:
  return True
 UpperCAmelCase	:					Union[str, Any]	=	series[1] - series[0]
 for index in range(len(UpperCamelCase						) - 1						):
  if series[index + 1] - series[index] != common_diff:
   return False
 return True

def       _snake_case						(						UpperCamelCase						:		list						):
 if not isinstance(UpperCamelCase			,		UpperCamelCase						):
  raise ValueError("""Input series is not valid, valid series - [2, 4, 6]"""						)
 if len(UpperCamelCase						) == 0:
  raise ValueError("""Input list must be a non empty list"""						)
 UpperCAmelCase	:					Any	=	0
 for val in series:
  answer += val
 return answer / len(UpperCamelCase						)


if __name__ == "__main__":
      import doctest

      doctest.testmod()
