






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


__UpperCAmelCase     							=						WebClient(token=os.environ['CI_SLACK_BOT_TOKEN'])




def 					lowercase__				(					__snake_case   :							List[Any]  ):


					'''simple docstring'''


					UpperCAmelCase_   :				Optional[Any]						=						test_results.split(' '  )

					UpperCAmelCase_   :				Optional[Any]						=						0
					UpperCAmelCase_   :				Tuple						=						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_   :				Dict						=						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 					lowercase__				(					__snake_case   :							Optional[int]  ):


					'''simple docstring'''


					UpperCAmelCase_   :				str						=						{}
					UpperCAmelCase_   :				Optional[int]						=						None
					UpperCAmelCase_   :				Dict						=						False
					for line in failures_short_lines.split('\n'  ):
										if re.search(R'_ \[doctest\]'					,	lowercase__  ):
															UpperCAmelCase_   :				List[Any]						=						True
															UpperCAmelCase_   :				Union[str, Any]						=						line.split(' '  )[2]
										elif in_error and not line.split(' '  )[0].isdigit():
															UpperCAmelCase_   :				Dict						=						line
															UpperCAmelCase_   :				Optional[Any]						=						False

					return failures



class   lowerCamelCase				:







		'''simple docstring'''



		def __init__(							self    ,		_UpperCamelCase    ,		_UpperCamelCase       )     ->							int:
							UpperCAmelCase_   :				Tuple						=						title

							UpperCAmelCase_   :				Any						=						doc_test_results['time_spent'].split(','       )[0]
							UpperCAmelCase_   :				List[Any]						=						doc_test_results['success']
							UpperCAmelCase_   :				Any						=						doc_test_results['failures']
							UpperCAmelCase_   :				Any						=						self.n_success + self.n_failures

							# Failures and success of the modeling tests
							UpperCAmelCase_   :				int						=						doc_test_results



		@property
		def  __UpperCAmelCase      (							self       )     ->							int:
							UpperCAmelCase_   :				Tuple						=						[self._time_spent]
							UpperCAmelCase_   :				str						=						0

							for time in time_spent:
												UpperCAmelCase_   :				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(_UpperCamelCase       ) == 1:
																	UpperCAmelCase_   :				Union[str, Any]						=						[0, 0, time_parts[0]]

												UpperCAmelCase_   :				int						=						int(time_parts[0]       ), int(time_parts[1]       ), float(time_parts[2]       )
												total_secs += hours * 3_6_0_0 + minutes * 6_0 + seconds

							UpperCAmelCase_   :				Tuple						=						total_secs // 3_6_0_0, (total_secs % 3_6_0_0) // 6_0, total_secs % 6_0
							return f"{int(_UpperCamelCase       )}h{int(_UpperCamelCase       )}m{int(_UpperCamelCase       )}s"



		@property
		def  __UpperCAmelCase      (							self       )     ->							Optional[Any]:
							return {"type": "header", "text": {"type": "plain_text", "text": self.title}}



		@property
		def  __UpperCAmelCase      (							self       )     ->							List[str]:
							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       )     ->							List[str]:
							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       )     ->							str:
							UpperCAmelCase_   :				str						=						4_0
							UpperCAmelCase_   :				List[str]						=						{k: v['failed'] for k, v in doc_test_results.items() if isinstance(_UpperCamelCase    ,		_UpperCamelCase       )}

							UpperCAmelCase_   :				Union[str, Any]						=						''
							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  __UpperCAmelCase      (							self       )     ->							Tuple:
							UpperCAmelCase_   :				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(_UpperCamelCase       )



		@staticmethod
		def  __UpperCAmelCase      (							)     ->							Dict:
							UpperCAmelCase_   :				List[Any]						=						[
							    {
							        '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  __UpperCAmelCase      (							self       )     ->							Union[str, Any]:
							print('Sending the following payload'       )
							print(json.dumps({'blocks': json.loads(self.payload       )}       )       )

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

							UpperCAmelCase_   :				Dict						=						client.chat_postMessage(
							    channel=os.environ['CI_SLACK_CHANNEL_ID_DAILY']    ,		blocks=self.payload    ,		text=_UpperCamelCase    ,		)



		def  __UpperCAmelCase      (							self    ,		_UpperCamelCase    ,		_UpperCamelCase    ,		_UpperCamelCase    ,		_UpperCamelCase       )     ->							Union[str, Any]:
							UpperCAmelCase_   :				Union[str, Any]						=						''
							for key, value in failures.items():
												UpperCAmelCase_   :				Tuple						=						value[:2_0_0] + ' [Truncated]' if len(_UpperCamelCase       ) > 2_5_0 else value
												failures_text += f"*{key}*\n_{value}_\n\n"

							UpperCAmelCase_   :				Optional[Any]						=						job_name
							UpperCAmelCase_   :				str						=						{'type': 'section', 'text': {'type': 'mrkdwn', 'text': text}}

							if job_link is not None:
												UpperCAmelCase_   :				Optional[int]						=						{
												    '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       )     ->							List[str]:
							if self.thread_ts is None:
												raise ValueError('Can only post reply if a post has been made.'       )

							UpperCAmelCase_   :				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'       )

							UpperCAmelCase_   :				int						=						sorted(self.doc_test_results.items()    ,		key=lambda _UpperCamelCase       : t[0]       )
							for job, job_result in sorted_dict:
												if len(job_result['failures']       ):
																	UpperCAmelCase_   :				List[str]						=						f"*Num failures* :{len(job_result['failed']       )} \n"
																	UpperCAmelCase_   :				Any						=						job_result['failures']
																	UpperCAmelCase_   :				Any						=						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 					lowercase__				(					):


					'''simple docstring'''


					UpperCAmelCase_   :				Optional[Any]						=						os.environ['GITHUB_RUN_ID']
					UpperCAmelCase_   :				Tuple						=						F"https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100"
					UpperCAmelCase_   :				Optional[Any]						=						requests.get(lowercase__  ).json()
					UpperCAmelCase_   :				Union[str, Any]						=						{}

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

										for i in range(lowercase__  ):
															UpperCAmelCase_   :				Tuple						=						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 					lowercase__				(					__snake_case   :							Union[str, Any]  ):


					'''simple docstring'''


					UpperCAmelCase_   :				List[Any]						=						{}

					if os.path.exists(lowercase__  ):
										UpperCAmelCase_   :				List[Any]						=						os.listdir(lowercase__  )
										for file in files:
															try:
																				with open(os.path.join(lowercase__					,	lowercase__  )					,	encoding='utf-8'  ) as f:
																									UpperCAmelCase_   :				Optional[int]						=						f.read()
															except UnicodeDecodeError as e:
																				raise ValueError(F"Could not open {os.path.join(lowercase__					,	lowercase__  )}."  ) from e

					return _artifact




def 					lowercase__				(					):


					'''simple docstring'''


					class   lowerCamelCase				:







							'''simple docstring'''



							def __init__(							self    ,		_UpperCamelCase       )     ->							Optional[int]:
												UpperCAmelCase_   :				Optional[Any]						=						name
												UpperCAmelCase_   :				Dict						=						[]



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



							def  __UpperCAmelCase      (							self    ,		_UpperCamelCase       )     ->							Optional[Any]:
												self.paths.append({'name': self.name, 'path': path}       )





					UpperCAmelCase_   :				Dict[str, Artifact]						=						{}

					UpperCAmelCase_   :				Optional[Any]						=						filter(os.path.isdir					,	os.listdir()  )
					for directory in directories:
										UpperCAmelCase_   :				Dict						=						directory
										if artifact_name not in _available_artifacts:
															UpperCAmelCase_   :				List[str]						=						Artifact(lowercase__  )

															_available_artifacts[artifact_name].add_path(lowercase__  )

					return _available_artifacts


if __name__ == "__main__":
							__UpperCAmelCase     							=						get_job_links()
							__UpperCAmelCase     							=						retrieve_available_artifacts()

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

							# Link to the GitHub Action job
							__UpperCAmelCase     							=						github_actions_job_links.get('run_doctests')

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

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

																												if "::" in line:
																																			__UpperCAmelCase							,       __UpperCAmelCase     							=						line.split('::')
																												else:
																																			__UpperCAmelCase							,       __UpperCAmelCase     							=						line, line

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

																																										__UpperCAmelCase     							=						all_failures[test] if test in all_failures else 'N/A'
																																										__UpperCAmelCase     							=						failure
																																										break

							__UpperCAmelCase     							=						Message('🤗 Results of the doc tests.', doc_test_results)
							message.post()
							message.post_reply()














import random
import sys

import numpy as np
from matplotlib import pyplot as plt
from matplotlib.colors import ListedColormap

__UpperCAmelCase     							=						'Usage of script: script_name <size_of_canvas:int>'

__UpperCAmelCase     							=						[0] * 100 + [1] * 10
random.shuffle(choice)




def 					lowercase__				(					__snake_case   :							int  ):


					'''simple docstring'''


					UpperCAmelCase_   :				Any						=						[[False for i in range(__snake_case  )] for j in range(__snake_case  )]
					return canvas




def 					lowercase__				(					__snake_case   :							list[list[bool]]  ):


					'''simple docstring'''


					for i, row in enumerate(__snake_case  ):
										for j, _ in enumerate(__snake_case  ):
															UpperCAmelCase_   :				Tuple						=						bool(random.getrandbits(1  )  )




def 					lowercase__				(					__snake_case   :							list[list[bool]]  ):


					'''simple docstring'''


					UpperCAmelCase_   :				List[Any]						=						np.array(__snake_case  )
					UpperCAmelCase_   :				Any						=						np.array(create_canvas(current_canvas.shape[0]  )  )
					for r, row in enumerate(__snake_case  ):
										for c, pt in enumerate(__snake_case  ):
															UpperCAmelCase_   :				Optional[int]						=						__judge_point(
															    __snake_case					,	current_canvas[r - 1 : r + 2, c - 1 : c + 2]  )

					UpperCAmelCase_   :				List[Any]						=						next_gen_canvas
					del next_gen_canvas  # cleaning memory as we move on.
					UpperCAmelCase_   :				list[list[bool]]						=						current_canvas.tolist()
					return return_canvas




def 					lowercase__				(					__snake_case   :							bool					,	__snake_case   :							list[list[bool]]  ):


					'''simple docstring'''


					UpperCAmelCase_   :				Optional[int]						=						0
					UpperCAmelCase_   :				List[Any]						=						0
					# finding dead or alive neighbours count.
					for i in neighbours:
										for status in i:
															if status:
																				alive += 1
															else:
																				dead += 1

    # handling duplicate entry for focus pt.
					if pt:
										alive -= 1
					else:
										dead -= 1

					# running the rules of game here.
					UpperCAmelCase_   :				List[Any]						=						pt
					if pt:
										if alive < 2:
															UpperCAmelCase_   :				str						=						False
										elif alive == 2 or alive == 3:
															UpperCAmelCase_   :				int						=						True
										elif alive > 3:
															UpperCAmelCase_   :				List[Any]						=						False
					else:
										if alive == 3:
															UpperCAmelCase_   :				int						=						True

					return state


if __name__ == "__main__":
		if len(sys.argv) != 2:
				raise Exception(usage_doc)

		__UpperCAmelCase     							=						int(sys.argv[1])
		# main working structure of this module.
		__UpperCAmelCase     							=						create_canvas(canvas_size)
		seed(c)
		__UpperCAmelCase							,       __UpperCAmelCase     							=						plt.subplots()
		fig.show()
		__UpperCAmelCase     							=						ListedColormap(['w', 'k'])
		try:
				while True:
						__UpperCAmelCase     							=						run(c)
						ax.matshow(c, cmap=cmap)
						fig.canvas.draw()
						ax.cla()
		except KeyboardInterrupt:
				# do nothing.
				pass






