"""simple docstring"""




from maths.prime_factors import prime_factors






def      UpperCAmelCase    (		UpperCamelCase__ ):






							"""simple docstring"""





							if not isinstance(UpperCamelCase__				,			UpperCamelCase__ ):
														A__		   =							F'''Input value of [number={number}] must be an integer'''
														raise TypeError(UpperCamelCase__ )
							if number < 1:
														raise ValueError('Input must be a positive integer' )
							return -1 if len(prime_factors(UpperCamelCase__ ) ) % 2 else 1


if __name__ == "__main__":
				import doctest

				doctest.testmod()






"""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


__lowerCamelCase							 =     WebClient(token=os.environ["CI_SLACK_BOT_TOKEN"])






def      UpperCAmelCase    (		UpperCamelCase__ ):






							"""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(UpperCamelCase__ ):
														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    (		UpperCamelCase__ ):






							"""simple docstring"""





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

							return failures
class 			UpperCamelCase__:





						def __init__(				self						,__UpperCAmelCase						,__UpperCAmelCase   )    -> 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  snake_case__		(				self   )    -> str:
													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(__UpperCAmelCase   ) == 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(__UpperCAmelCase   )}h{int(__UpperCAmelCase   )}m{int(__UpperCAmelCase   )}s'''





						@property
						def  snake_case__		(				self   )    -> Dict:
													return {"type": "header", "text": {"type": "plain_text", "text": self.title}}





						@property
						def  snake_case__		(				self   )    -> 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  snake_case__		(				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  snake_case__		(				self   )    -> Dict:
													A__		   =							40
													A__		   =							{k: v['failed'] for k, v in doc_test_results.items() if isinstance(__UpperCAmelCase						,__UpperCAmelCase   )}

													A__		   =							''
													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   )    -> str:
													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(__UpperCAmelCase   )





						@staticmethod
						def  snake_case__		(				)    -> Any:
													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(__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   )    -> int:
													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=__UpperCAmelCase						,)





						def  snake_case__		(				self						,__UpperCAmelCase						,__UpperCAmelCase						,__UpperCAmelCase						,__UpperCAmelCase   )    -> int:
													A__		   =							''
													for key, value in failures.items():
																				A__		   =							value[:2_00] + ' [Truncated]' if len(__UpperCAmelCase   ) > 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  snake_case__		(				self   )    -> Dict:
													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 __UpperCAmelCase   : 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(__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    (		):






							"""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(UpperCamelCase__ ).json()
							A__		   =							{}

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

														for i in range(UpperCamelCase__ ):
																					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.'				,			UpperCamelCase__ )

							return {}






def      UpperCAmelCase    (		UpperCamelCase__ ):






							"""simple docstring"""





							A__		   =							{}

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

							return _artifact






def      UpperCAmelCase    (		):






							"""simple docstring"""





							class 			UpperCamelCase__:





													def __init__(				self						,__UpperCAmelCase   )    -> Optional[Any]:
																				A__		   =							name
																				A__		   =							[]





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





													def  snake_case__		(				self						,__UpperCAmelCase   )    -> int:
																				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(UpperCamelCase__ )

																					_available_artifacts[artifact_name].add_path(UpperCamelCase__ )

							return _available_artifacts


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

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

				# Link to the GitHub Action job
				__lowerCamelCase							 =     github_actions_job_links.get("run_doctests")

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

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

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

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

																								__lowerCamelCase							 =     all_failures[test] if test in all_failures else "N/A"
																								__lowerCamelCase							 =     failure
																								break

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





