


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(SCREAMING_SNAKE_CASE_						,headers=SCREAMING_SNAKE_CASE_).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(SCREAMING_SNAKE_CASE_):
												_SCREAMING_SNAKE_CASE      	=requests.get(url + f"&page={i + 2}"						,headers=SCREAMING_SNAKE_CASE_).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(SCREAMING_SNAKE_CASE_						,headers=SCREAMING_SNAKE_CASE_).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(SCREAMING_SNAKE_CASE_):
												_SCREAMING_SNAKE_CASE      	=requests.get(url + f"&page={i + 2}"						,headers=SCREAMING_SNAKE_CASE_).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(SCREAMING_SNAKE_CASE_						,headers=SCREAMING_SNAKE_CASE_						,allow_redirects=SCREAMING_SNAKE_CASE_)
				_SCREAMING_SNAKE_CASE      	=result.headers['''Location''']
				_SCREAMING_SNAKE_CASE      	=requests.get(SCREAMING_SNAKE_CASE_						,allow_redirects=SCREAMING_SNAKE_CASE_)
				_SCREAMING_SNAKE_CASE      	=os.path.join(SCREAMING_SNAKE_CASE_						,f"{artifact_name}.zip")
				with open(SCREAMING_SNAKE_CASE_						,'''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(SCREAMING_SNAKE_CASE_) as z:
								for filename in z.namelist():
												if not os.path.isdir(SCREAMING_SNAKE_CASE_):
																# read the file
																if filename in ["failures_line.txt", "summary_short.txt", "job_name.txt"]:
																				with z.open(SCREAMING_SNAKE_CASE_) 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(SCREAMING_SNAKE_CASE_)
																												elif filename == "job_name.txt":
																																_SCREAMING_SNAKE_CASE      	=line

				if len(SCREAMING_SNAKE_CASE_) != len(SCREAMING_SNAKE_CASE_):
								raise ValueError(
								    f"`errors` and `failed_tests` should have the same number of elements. Got {len(SCREAMING_SNAKE_CASE_)} for `errors` "
								    f"and {len(SCREAMING_SNAKE_CASE_)} 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(SCREAMING_SNAKE_CASE_						,SCREAMING_SNAKE_CASE_)

				# 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(SCREAMING_SNAKE_CASE_						,SCREAMING_SNAKE_CASE_)]

				return result







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

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

				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=SCREAMING_SNAKE_CASE_))
				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=SCREAMING_SNAKE_CASE_))
				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(SCREAMING_SNAKE_CASE_)

				return "\n".join(SCREAMING_SNAKE_CASE_)







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(SCREAMING_SNAKE_CASE_)

				return "\n".join(SCREAMING_SNAKE_CASE_)


if __name__ == "__main__":
							snake_case_    :      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[int]				    =				parser.parse_args()

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

							snake_case_    :      Optional[int]				    =				get_job_links(args.workflow_run_id, token=args.token)
							snake_case_    :      str				    =				{}
							# 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_    :      str				    =				k.find(''' / ''')
																												snake_case_    :      str				    =				k[index + len(''' / ''') :]
																					snake_case_    :      List[str]				    =				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_    :      Tuple				    =				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_    :      Union[str, Any]				    =				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_    :      Optional[Any]				    =				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_    :      str				    =				reduce_by_error(errors)
							snake_case_    :      List[Any]				    =				reduce_by_model(errors)

							snake_case_    :      Tuple				    =				make_github_table(reduced_by_error)
							snake_case_    :      List[Any]				    =				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)

def 	UpperCamelCase__  (     SCREAMING_SNAKE_CASE_	:	int       )  ->     list:

						# bit count represents no. of bits in the gray code
						if bit_count < 0:
												raise ValueError("""The given input must be positive"""       )

						# get the generated string sequence
						_lowercase					       =					gray_code_sequence_string(SCREAMING_SNAKE_CASE_       )
						#
						# convert them to integers
						for i in range(len(SCREAMING_SNAKE_CASE_       )       ):
												_lowercase					       =					int(sequence[i]		,   2       )

						return sequence




def 	UpperCamelCase__  (     SCREAMING_SNAKE_CASE_	:	int       )  ->     list:

						# The approach is a recursive one
						# Base case achieved when either n = 0 or n=1
						if bit_count == 0:
												return ["0"]

						if bit_count == 1:
												return ["0", "1"]

						_lowercase					       =					1 << bit_count  # defines the length of the sequence
						# 1<< n is equivalent to 2^n

						# recursive answer will generate answer for n-1 bits
						_lowercase					       =					gray_code_sequence_string(bit_count - 1       )

						_lowercase					       =					[]

						# append 0 to first half of the smaller sequence generated
						for i in range(seq_len // 2       ):
												_lowercase					       =					"""0""" + smaller_sequence[i]
												sequence.append(SCREAMING_SNAKE_CASE_       )

						# append 1 to second half ... start from the end of the list
						for i in reversed(range(seq_len // 2       )       ):
												_lowercase					       =					"""1""" + smaller_sequence[i]
												sequence.append(SCREAMING_SNAKE_CASE_       )

						return sequence


if __name__ == "__main__":
		import doctest

		doctest.testmod()