





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

import requests






def 					SCREAMING_SNAKE_CASE__				(							UpperCamelCase__:				Dict       , UpperCamelCase__:				Optional[Any]=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(UpperCamelCase__       , headers=UpperCamelCase__     ).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(UpperCamelCase__     ):
						SCREAMING_SNAKE_CASE__								=   requests.get(url + f'''&page={i + 2}'''       , headers=UpperCamelCase__     ).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 					SCREAMING_SNAKE_CASE__				(							UpperCamelCase__:				Dict       , UpperCamelCase__:				str=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(UpperCamelCase__       , headers=UpperCamelCase__     ).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(UpperCamelCase__     ):
						SCREAMING_SNAKE_CASE__								=   requests.get(url + f'''&page={i + 2}'''       , headers=UpperCamelCase__     ).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 					SCREAMING_SNAKE_CASE__				(							UpperCamelCase__:				Any       , UpperCamelCase__:				List[Any]       , UpperCamelCase__:				Tuple       , UpperCamelCase__:				Optional[Any]     ):
		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(UpperCamelCase__       , headers=UpperCamelCase__       , allow_redirects=UpperCamelCase__     )
		SCREAMING_SNAKE_CASE__								=   result.headers["""Location"""]
		SCREAMING_SNAKE_CASE__								=   requests.get(UpperCamelCase__       , allow_redirects=UpperCamelCase__     )
		SCREAMING_SNAKE_CASE__								=   os.path.join(UpperCamelCase__       , f'''{artifact_name}.zip'''     )
		with open(UpperCamelCase__       , """wb"""     ) as fp:
				fp.write(response.content     )






def 					SCREAMING_SNAKE_CASE__				(							UpperCamelCase__:				int       , UpperCamelCase__:				Any=None     ):
		SCREAMING_SNAKE_CASE__								=   []
		SCREAMING_SNAKE_CASE__								=   []
		SCREAMING_SNAKE_CASE__								=   None

		with zipfile.ZipFile(UpperCamelCase__     ) as z:
				for filename in z.namelist():
						if not os.path.isdir(UpperCamelCase__     ):
								# read the file
								if filename in ["failures_line.txt", "summary_short.txt", "job_name.txt"]:
										with z.open(UpperCamelCase__     ) 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(UpperCamelCase__     )
														elif filename == "job_name.txt":
																SCREAMING_SNAKE_CASE__								=   line

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

		# 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(UpperCamelCase__       , UpperCamelCase__     )]

		return result






def 					SCREAMING_SNAKE_CASE__				(							UpperCamelCase__:				Tuple       , UpperCamelCase__:				Any=None     ):
		SCREAMING_SNAKE_CASE__								=   []

		SCREAMING_SNAKE_CASE__								=   [os.path.join(UpperCamelCase__       , UpperCamelCase__     ) for p in os.listdir(UpperCamelCase__     ) if p.endswith(""".zip"""     )]
		for p in paths:
				errors.extend(get_errors_from_single_artifact(UpperCamelCase__       , job_links=UpperCamelCase__     )     )

		return errors






def 					SCREAMING_SNAKE_CASE__				(							UpperCamelCase__:				int       , UpperCamelCase__:				str=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 UpperCamelCase__     : item[1]["count"]       , reverse=UpperCamelCase__     )     )
		return r






def 					SCREAMING_SNAKE_CASE__				(							UpperCamelCase__:				Tuple     ):
		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 					SCREAMING_SNAKE_CASE__				(							UpperCamelCase__:				Tuple       , UpperCamelCase__:				Any=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 UpperCamelCase__     : item[1]["count"]       , reverse=UpperCamelCase__     )     )
		return r






def 					SCREAMING_SNAKE_CASE__				(							UpperCamelCase__:				Tuple     ):
		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(UpperCamelCase__     )

		return "\n".join(UpperCamelCase__     )






def 					SCREAMING_SNAKE_CASE__				(							UpperCamelCase__:				Tuple     ):
		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(UpperCamelCase__     )

		return "\n".join(UpperCamelCase__     )


if __name__ == "__main__":
	_lowerCamelCase 					=      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.')
	_lowerCamelCase 					=      parser.parse_args()

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

	_lowerCamelCase 					=      get_job_links(args.workflow_run_id, token=args.token)
	_lowerCamelCase 					=      {}
	# 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:
				_lowerCamelCase 					=      k.find(' / ')
				_lowerCamelCase 					=      k[index + len(' / ') :]
			_lowerCamelCase 					=      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)

	_lowerCamelCase 					=      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)

	_lowerCamelCase 					=      get_all_errors(args.output_dir, job_links=job_links)

	# `e[1]` is the error
	_lowerCamelCase 					=      Counter()
	counter.update([e[1] for e in errors])

	# print the top 30 most common test errors
	_lowerCamelCase 					=      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)

	_lowerCamelCase 					=      reduce_by_error(errors)
	_lowerCamelCase 					=      reduce_by_model(errors)

	_lowerCamelCase 					=      make_github_table(reduced_by_error)
	_lowerCamelCase 					=      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 		_SCREAMING_SNAKE_CASE     ( lowerCAmelCase__						):
		lowerCamelCase_	:     Union[str, Any] 						=      []
		lowerCamelCase_	:     Tuple 						=      []
		lowerCamelCase_	:     Dict 						=      {
		    '^': 3,
		    '*': 2,
		    '/': 2,
		    '%': 2,
		    '+': 1,
		    '-': 1,
		}  # Priority of each operator
		lowerCamelCase_	:     Optional[int] 						=      len(lowerCAmelCase__						) if (len(lowerCAmelCase__						) > 7) else 7

		# Print table header for output
		print(
		    'Symbol'.center(8						)							,'Stack'.center(lowerCAmelCase__						)							,'Postfix'.center(lowerCAmelCase__						)							,sep=' | '							,)
		print('-' * (print_width * 3 + 7)						)

		for x in infix:
				if x.isalpha() or x.isdigit():
						post_fix.append(lowerCAmelCase__						)  # if x is Alphabet / Digit, add it to Postfix
				elif x == "(":
						stack.append(lowerCAmelCase__						)  # if x is "(" push to Stack
				elif x == ")":  # if x is ")" pop stack until "(" is encountered
						while stack[-1] != "(":
								post_fix.append(stack.pop()						)  # Pop stack & add the content to Postfix
						stack.pop()
				else:
						if len(lowerCAmelCase__						) == 0:
								stack.append(lowerCAmelCase__						)  # If stack is empty, push x to stack
						else:  # while priority of x is not > priority of element in the stack
								while len(lowerCAmelCase__						) > 0 and priority[x] <= priority[stack[-1]]:
										post_fix.append(stack.pop()						)  # pop stack & add to Postfix
								stack.append(lowerCAmelCase__						)  # push x to stack

				print(
				    x.center(8						)							,(''.join(lowerCAmelCase__						)).ljust(lowerCAmelCase__						)							,(''.join(lowerCAmelCase__						)).ljust(lowerCAmelCase__						)							,sep=' | '							,)  # Output in tabular format

		while len(lowerCAmelCase__						) > 0:  # while stack is not empty
				post_fix.append(stack.pop()						)  # pop stack & add to Postfix
				print(
				    ' '.center(8						)							,(''.join(lowerCAmelCase__						)).ljust(lowerCAmelCase__						)							,(''.join(lowerCAmelCase__						)).ljust(lowerCAmelCase__						)							,sep=' | '							,)  # Output in tabular format

		return "".join(lowerCAmelCase__						)  # return Postfix as str


def 		_SCREAMING_SNAKE_CASE     ( lowerCAmelCase__						):
		lowerCamelCase_	:     Dict 						=      list(infix[::-1]						)  # reverse the infix equation

		for i in range(len(lowerCAmelCase__						)						):
				if infix[i] == "(":
						lowerCamelCase_	:     str 						=      ')'  # change "(" to ")"
				elif infix[i] == ")":
						lowerCamelCase_	:     Optional[Any] 						=      '('  # change ")" to "("

		return (infix_2_postfix(''.join(lowerCAmelCase__						)						))[
		    ::-1
		]  # call infix_2_postfix on Infix, return reverse of Postfix


if __name__ == "__main__":
		_lowercase		:  int			       =input("""\nEnter an Infix Equation = """)  # Input an Infix equation
		_lowercase		:  Optional[Any]			       ="""""".join(Infix.split())  # Remove spaces from the input
		print("""\n\t""", Infix, """(Infix) -> """, infix_2_prefix(Infix), """(Prefix)""")
