




import argparse
import json
import math
import os
import time
import traceback
import zipfile
from collections import Counter

import requests







def 						lowerCamelCase(   a__	,a__=None):
				_SCREAMING_SNAKE_CASE			  =None
				if token is not None:
								_SCREAMING_SNAKE_CASE			  ={'''Accept''': '''application/vnd.github+json''', '''Authorization''': f"Bearer {token}"}

				_SCREAMING_SNAKE_CASE			  =f"https://api.github.com/repos/huggingface/transformers/actions/runs/{workflow_run_id}/jobs?per_page=100"
				_SCREAMING_SNAKE_CASE			  =requests.get(a__	,headers=a__).json()
				_SCREAMING_SNAKE_CASE			  ={}

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

								for i in range(a__):
												_SCREAMING_SNAKE_CASE			  =requests.get(url + f"&page={i + 2}"	,headers=a__).json()
												job_links.update({job['''name''']: job['''html_url'''] for job in result['''jobs''']})

								return job_links
				except Exception:
								print(f"Unknown error, could not fetch links:\n{traceback.format_exc()}")

				return {}







def 						lowerCamelCase(   a__	,a__=None):
				_SCREAMING_SNAKE_CASE			  =None
				if token is not None:
								_SCREAMING_SNAKE_CASE			  ={'''Accept''': '''application/vnd.github+json''', '''Authorization''': f"Bearer {token}"}

				_SCREAMING_SNAKE_CASE			  =f"https://api.github.com/repos/huggingface/transformers/actions/runs/{worflow_run_id}/artifacts?per_page=100"
				_SCREAMING_SNAKE_CASE			  =requests.get(a__	,headers=a__).json()
				_SCREAMING_SNAKE_CASE			  ={}

				try:
								artifacts.update({artifact['''name''']: artifact['''archive_download_url'''] for artifact in result['''artifacts''']})
								_SCREAMING_SNAKE_CASE			  =math.ceil((result['''total_count'''] - 100) / 100)

								for i in range(a__):
												_SCREAMING_SNAKE_CASE			  =requests.get(url + f"&page={i + 2}"	,headers=a__).json()
												artifacts.update({artifact['''name''']: artifact['''archive_download_url'''] for artifact in result['''artifacts''']})

								return artifacts
				except Exception:
								print(f"Unknown error, could not fetch links:\n{traceback.format_exc()}")

				return {}







def 						lowerCamelCase(   a__	,a__	,a__	,a__):
				_SCREAMING_SNAKE_CASE			  =None
				if token is not None:
								_SCREAMING_SNAKE_CASE			  ={'''Accept''': '''application/vnd.github+json''', '''Authorization''': f"Bearer {token}"}

				_SCREAMING_SNAKE_CASE			  =requests.get(a__	,headers=a__	,allow_redirects=a__)
				_SCREAMING_SNAKE_CASE			  =result.headers['''Location''']
				_SCREAMING_SNAKE_CASE			  =requests.get(a__	,allow_redirects=a__)
				_SCREAMING_SNAKE_CASE			  =os.path.join(a__	,f"{artifact_name}.zip")
				with open(a__	,'''wb''') as fp:
								fp.write(response.content)







def 						lowerCamelCase(   a__	,a__=None):
				_SCREAMING_SNAKE_CASE			  =[]
				_SCREAMING_SNAKE_CASE			  =[]
				_SCREAMING_SNAKE_CASE			  =None

				with zipfile.ZipFile(a__) as z:
								for filename in z.namelist():
												if not os.path.isdir(a__):
																# read the file
																if filename in ["failures_line.txt", "summary_short.txt", "job_name.txt"]:
																				with z.open(a__) as f:
																								for line in f:
																												_SCREAMING_SNAKE_CASE			  =line.decode('''UTF-8''').strip()
																												if filename == "failures_line.txt":
																																try:
																																				# `error_line` is the place where `error` occurs
																																				_SCREAMING_SNAKE_CASE			  =line[: line.index(''': ''')]
																																				_SCREAMING_SNAKE_CASE			  =line[line.index(''': ''') + len(''': ''') :]
																																				errors.append([error_line, error])
																																except Exception:
																																				# skip un-related lines
																																				pass
																												elif filename == "summary_short.txt" and line.startswith('''FAILED '''):
																																# `test` is the test method that failed
																																_SCREAMING_SNAKE_CASE			  =line[len('''FAILED ''') :]
																																failed_tests.append(a__)
																												elif filename == "job_name.txt":
																																_SCREAMING_SNAKE_CASE			  =line

				if len(a__) != len(a__):
								raise ValueError(
								    f"`errors` and `failed_tests` should have the same number of elements. Got {len(a__)} for `errors` "
								    f"and {len(a__)} for `failed_tests` instead. The test reports in {artifact_zip_path} have some"
								    ''' problem.''')

				_SCREAMING_SNAKE_CASE			  =None
				if job_name and job_links:
								_SCREAMING_SNAKE_CASE			  =job_links.get(a__	,a__)

				# A list with elements of the form (line of error, error, failed test)
				_SCREAMING_SNAKE_CASE			  =[x + [y] + [job_link] for x, y in zip(a__	,a__)]

				return result







def 						lowerCamelCase(   a__	,a__=None):
				_SCREAMING_SNAKE_CASE			  =[]

				_SCREAMING_SNAKE_CASE			  =[os.path.join(a__	,a__) for p in os.listdir(a__) if p.endswith('''.zip''')]
				for p in paths:
								errors.extend(get_errors_from_single_artifact(a__	,job_links=a__))

				return errors







def 						lowerCamelCase(   a__	,a__=None):
				_SCREAMING_SNAKE_CASE			  =Counter()
				counter.update([x[1] for x in logs])
				_SCREAMING_SNAKE_CASE			  =counter.most_common()
				_SCREAMING_SNAKE_CASE			  ={}
				for error, count in counts:
								if error_filter is None or error not in error_filter:
												_SCREAMING_SNAKE_CASE			  ={'''count''': count, '''failed_tests''': [(x[2], x[0]) for x in logs if x[1] == error]}

				_SCREAMING_SNAKE_CASE			  =dict(sorted(r.items()	,key=lambda a__: item[1]["count"]	,reverse=a__))
				return r







def 						lowerCamelCase(   a__):
				_SCREAMING_SNAKE_CASE			  =test.split('''::''')[0]
				if test.startswith('''tests/models/'''):
								_SCREAMING_SNAKE_CASE			  =test.split('''/''')[2]
				else:
								_SCREAMING_SNAKE_CASE			  =None

				return test







def 						lowerCamelCase(   a__	,a__=None):
				_SCREAMING_SNAKE_CASE			  =[(x[0], x[1], get_model(x[2])) for x in logs]
				_SCREAMING_SNAKE_CASE			  =[x for x in logs if x[2] is not None]
				_SCREAMING_SNAKE_CASE			  ={x[2] for x in logs}

				_SCREAMING_SNAKE_CASE			  ={}
				for test in tests:
								_SCREAMING_SNAKE_CASE			  =Counter()
								# count by errors in `test`
								counter.update([x[1] for x in logs if x[2] == test])
								_SCREAMING_SNAKE_CASE			  =counter.most_common()
								_SCREAMING_SNAKE_CASE			  ={error: count for error, count in counts if (error_filter is None or error not in error_filter)}
								_SCREAMING_SNAKE_CASE			  =sum(error_counts.values())
								if n_errors > 0:
												_SCREAMING_SNAKE_CASE			  ={'''count''': n_errors, '''errors''': error_counts}

				_SCREAMING_SNAKE_CASE			  =dict(sorted(r.items()	,key=lambda a__: item[1]["count"]	,reverse=a__))
				return r







def 						lowerCamelCase(   a__):
				_SCREAMING_SNAKE_CASE			  ='''| no. | error | status |'''
				_SCREAMING_SNAKE_CASE			  ='''|-:|:-|:-|'''
				_SCREAMING_SNAKE_CASE			  =[header, sep]
				for error in reduced_by_error:
								_SCREAMING_SNAKE_CASE			  =reduced_by_error[error]['''count''']
								_SCREAMING_SNAKE_CASE			  =f"| {count} | {error[:100]} |  |"
								lines.append(a__)

				return "\n".join(a__)







def 						lowerCamelCase(   a__):
				_SCREAMING_SNAKE_CASE			  ='''| model | no. of errors | major error | count |'''
				_SCREAMING_SNAKE_CASE			  ='''|-:|-:|-:|-:|'''
				_SCREAMING_SNAKE_CASE			  =[header, sep]
				for model in reduced_by_model:
								_SCREAMING_SNAKE_CASE			  =reduced_by_model[model]['''count''']
								_SCREAMING_SNAKE_CASE  ,				_SCREAMING_SNAKE_CASE			  =list(reduced_by_model[model]['''errors'''].items())[0]
								_SCREAMING_SNAKE_CASE			  =f"| {model} | {count} | {error[:60]} | {_count} |"
								lines.append(a__)

				return "\n".join(a__)


if __name__ == "__main__":
							snake_case_						:			List[str]													=							argparse.ArgumentParser()
							# Required parameters
							parser.add_argument('''--workflow_run_id''', type=str, required=True, help='''A GitHub Actions workflow run id.''')
							parser.add_argument(
							    '''--output_dir''',
							    type=str,
							    required=True,
							    help='''Where to store the downloaded artifacts and other result files.''',
							)
							parser.add_argument('''--token''', default=None, type=str, help='''A token that has actions:read permission.''')
							snake_case_						:			Optional[Any]													=							parser.parse_args()

							os.makedirs(args.output_dir, exist_ok=True)

							snake_case_						:			int													=							get_job_links(args.workflow_run_id, token=args.token)
							snake_case_						:			List[Any]													=							{}
							# To deal with `workflow_call` event, where a job name is the combination of the job names in the caller and callee.
							# For example, `PyTorch 1.11 / Model tests (models/albert, single-gpu)`.
							if _job_links:
														for k, v in _job_links.items():
																					# This is how GitHub actions combine job names.
																					if " / " in k:
																												snake_case_						:			List[Any]													=							k.find(''' / ''')
																												snake_case_						:			Any													=							k[index + len(''' / ''') :]
																					snake_case_						:			List[Any]													=							v
							with open(os.path.join(args.output_dir, '''job_links.json'''), '''w''', encoding='''UTF-8''') as fp:
														json.dump(job_links, fp, ensure_ascii=False, indent=4)

							snake_case_						:			Union[str, Any]													=							get_artifacts_links(args.workflow_run_id, token=args.token)
							with open(os.path.join(args.output_dir, '''artifacts.json'''), '''w''', encoding='''UTF-8''') as fp:
														json.dump(artifacts, fp, ensure_ascii=False, indent=4)

							for idx, (name, url) in enumerate(artifacts.items()):
														download_artifact(name, url, args.output_dir, args.token)
														# Be gentle to GitHub
														time.sleep(1)

							snake_case_						:			str													=							get_all_errors(args.output_dir, job_links=job_links)

							# `e[1]` is the error
							snake_case_						:			Optional[Any]													=							Counter()
							counter.update([e[1] for e in errors])

							# print the top 30 most common test errors
							snake_case_						:			List[str]													=							counter.most_common(30)
							for item in most_common:
														print(item)

							with open(os.path.join(args.output_dir, '''errors.json'''), '''w''', encoding='''UTF-8''') as fp:
														json.dump(errors, fp, ensure_ascii=False, indent=4)

							snake_case_						:			Union[str, Any]													=							reduce_by_error(errors)
							snake_case_						:			Union[str, Any]													=							reduce_by_model(errors)

							snake_case_						:			List[Any]													=							make_github_table(reduced_by_error)
							snake_case_						:			Dict													=							make_github_table_per_model(reduced_by_model)

							with open(os.path.join(args.output_dir, '''reduced_by_error.txt'''), '''w''', encoding='''UTF-8''') as fp:
														fp.write(sa)
							with open(os.path.join(args.output_dir, '''reduced_by_model.txt'''), '''w''', encoding='''UTF-8''') as fp:
														fp.write(sa)



import string

import numpy







def 						lowerCamelCase(   a__	,a__):
				return b if a == 0 else greatest_common_divisor(b % a	,a__)

class 						A__							:
						UpperCAmelCase             =						string.ascii_uppercase + string.digits
						# This cipher takes alphanumerics into account
						# i.e. a total of 36 characters

						# take x and return x % len(key_string)
						UpperCAmelCase             =						numpy.vectorize(lambda UpperCamelCase__  : x % 36  )

						UpperCAmelCase             =						numpy.vectorize(UpperCamelCase__  )




						def __init__(       self					:      int				,    _a					:      numpy.ndarray  )							->     None:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =self.modulus(_a  )  # mod36 calc's on the encrypt key
										self.check_determinant()  # validate the determinant of the encryption key
										_SCREAMING_SNAKE_CASE			  =encrypt_key.shape[0]




						def 							__UpperCamelCase				(       self					:      Dict				,    _a					:      str  )							->     int:


										"""simple docstring"""





										return self.key_string.index(_a  )




						def 							__UpperCamelCase				(       self					:      List[str]				,    _a					:      int  )							->     str:


										"""simple docstring"""





										return self.key_string[round(_a  )]




						def 							__UpperCamelCase				(       self					:      int  )							->     None:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =round(numpy.linalg.det(self.encrypt_key  )  )

										if det < 0:
														_SCREAMING_SNAKE_CASE			  =det % len(self.key_string  )

										_SCREAMING_SNAKE_CASE			  =len(self.key_string  )
										if greatest_common_divisor(_a				,    len(self.key_string  )  ) != 1:
														_SCREAMING_SNAKE_CASE			  =(
														    f"determinant modular {req_l} of encryption key({det}) "
														    f"is not co prime w.r.t {req_l}.\nTry another key."
														)
														raise ValueError(_a  )




						def 							__UpperCamelCase				(       self					:      List[str]				,    _a					:      str  )							->     str:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =[char for char in text.upper() if char in self.key_string]

										_SCREAMING_SNAKE_CASE			  =chars[-1]
										while len(_a  ) % self.break_key != 0:
														chars.append(_a  )

										return "".join(_a  )




						def 							__UpperCamelCase				(       self					:      List[str]				,    _a					:      str  )							->     str:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =self.process_text(text.upper()  )
										_SCREAMING_SNAKE_CASE			  =''''''

										for i in range(0				,    len(_a  ) - self.break_key + 1				,    self.break_key  ):
														_SCREAMING_SNAKE_CASE			  =text[i : i + self.break_key]
														_SCREAMING_SNAKE_CASE			  =[self.replace_letters(_a  ) for char in batch]
														_SCREAMING_SNAKE_CASE			  =numpy.array([vec]  ).T
														_SCREAMING_SNAKE_CASE			  =self.modulus(self.encrypt_key.dot(_a  )  ).T.tolist()[
														    0
														]
														_SCREAMING_SNAKE_CASE			  =''''''.join(
														    self.replace_digits(_a  ) for num in batch_encrypted  )
														encrypted += encrypted_batch

										return encrypted




						def 							__UpperCamelCase				(       self					:      Union[str, Any]  )							->     numpy.ndarray:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =round(numpy.linalg.det(self.encrypt_key  )  )

										if det < 0:
														_SCREAMING_SNAKE_CASE			  =det % len(self.key_string  )
										_SCREAMING_SNAKE_CASE			  =None
										for i in range(len(self.key_string  )  ):
														if (det * i) % len(self.key_string  ) == 1:
																		_SCREAMING_SNAKE_CASE			  =i
																		break

										_SCREAMING_SNAKE_CASE			  =(
										    det_inv
										    * numpy.linalg.det(self.encrypt_key  )
										    * numpy.linalg.inv(self.encrypt_key  )
										)

										return self.to_int(self.modulus(_a  )  )




						def 							__UpperCamelCase				(       self					:      str				,    _a					:      str  )							->     str:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =self.make_decrypt_key()
										_SCREAMING_SNAKE_CASE			  =self.process_text(text.upper()  )
										_SCREAMING_SNAKE_CASE			  =''''''

										for i in range(0				,    len(_a  ) - self.break_key + 1				,    self.break_key  ):
														_SCREAMING_SNAKE_CASE			  =text[i : i + self.break_key]
														_SCREAMING_SNAKE_CASE			  =[self.replace_letters(_a  ) for char in batch]
														_SCREAMING_SNAKE_CASE			  =numpy.array([vec]  ).T
														_SCREAMING_SNAKE_CASE			  =self.modulus(decrypt_key.dot(_a  )  ).T.tolist()[0]
														_SCREAMING_SNAKE_CASE			  =''''''.join(
														    self.replace_digits(_a  ) for num in batch_decrypted  )
														decrypted += decrypted_batch

										return decrypted







def 						lowerCamelCase(   ):
				_SCREAMING_SNAKE_CASE			  =int(input('''Enter the order of the encryption key: '''))
				_SCREAMING_SNAKE_CASE			  =[]

				print('''Enter each row of the encryption key with space separated integers''')
				for _ in range(a__):
								_SCREAMING_SNAKE_CASE			  =[int(a__) for x in input().split()]
								hill_matrix.append(a__)

				_SCREAMING_SNAKE_CASE			  =HillCipher(numpy.array(a__))

				print('''Would you like to encrypt or decrypt some text? (1 or 2)''')
				_SCREAMING_SNAKE_CASE			  =input('''\n1. Encrypt\n2. Decrypt\n''')
				if option == "1":
								_SCREAMING_SNAKE_CASE			  =input('''What text would you like to encrypt?: ''')
								print('''Your encrypted text is:''')
								print(hc.encrypt(a__))
				elif option == "2":
								_SCREAMING_SNAKE_CASE			  =input('''What text would you like to decrypt?: ''')
								print('''Your decrypted text is:''')
								print(hc.decrypt(a__))


if __name__ == "__main__":
							import doctest

							doctest.testmod()

							main()