


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

import requests



def        UpperCamelCase_(   lowerCamelCase_							,				lowerCamelCase_=None				)					->		List[Any]:
    _lowercase :							str   	=	None
    if token is not None:
        _lowercase :							Dict   	=	{'Accept': 'application/vnd.github+json', 'Authorization': F'''Bearer {token}'''}

    _lowercase :							Dict   	=	F'''https://api.github.com/repos/huggingface/transformers/actions/runs/{workflow_run_id}/jobs?per_page=100'''
    _lowercase :							Tuple   	=	requests.get(lowerCamelCase_							,				headers=lowerCamelCase_				).json()
    _lowercase :							Optional[Any]   	=	{}

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

        for i in range(lowerCamelCase_				):
            _lowercase :							List[str]   	=	requests.get(url + F'''&page={i + 2}'''							,				headers=lowerCamelCase_				).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        UpperCamelCase_(   lowerCamelCase_							,				lowerCamelCase_=None				)					->		Dict:
    _lowercase :							Optional[Any]   	=	None
    if token is not None:
        _lowercase :							Any   	=	{'Accept': 'application/vnd.github+json', 'Authorization': F'''Bearer {token}'''}

    _lowercase :							Optional[int]   	=	F'''https://api.github.com/repos/huggingface/transformers/actions/runs/{worflow_run_id}/artifacts?per_page=100'''
    _lowercase :							int   	=	requests.get(lowerCamelCase_							,				headers=lowerCamelCase_				).json()
    _lowercase :							Optional[int]   	=	{}

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

        for i in range(lowerCamelCase_				):
            _lowercase :							Union[str, Any]   	=	requests.get(url + F'''&page={i + 2}'''							,				headers=lowerCamelCase_				).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        UpperCamelCase_(   lowerCamelCase_							,				lowerCamelCase_							,				lowerCamelCase_							,				lowerCamelCase_				)					->		int:
    _lowercase :							List[str]   	=	None
    if token is not None:
        _lowercase :							int   	=	{'Accept': 'application/vnd.github+json', 'Authorization': F'''Bearer {token}'''}

    _lowercase :							List[Any]   	=	requests.get(lowerCamelCase_							,				headers=lowerCamelCase_							,				allow_redirects=lowerCamelCase_				)
    _lowercase :							Optional[Any]   	=	result.headers['Location']
    _lowercase :							List[Any]   	=	requests.get(lowerCamelCase_							,				allow_redirects=lowerCamelCase_				)
    _lowercase :							Optional[int]   	=	os.path.join(lowerCamelCase_							,				F'''{artifact_name}.zip'''				)
    with open(lowerCamelCase_							,				'wb'				) as fp:
        fp.write(response.content				)



def        UpperCamelCase_(   lowerCamelCase_							,				lowerCamelCase_=None				)					->		Tuple:
    _lowercase :							Dict   	=	[]
    _lowercase :							str   	=	[]
    _lowercase :							str   	=	None

    with zipfile.ZipFile(lowerCamelCase_				) as z:
        for filename in z.namelist():
            if not os.path.isdir(lowerCamelCase_				):
                # read the file
                if filename in ["failures_line.txt", "summary_short.txt", "job_name.txt"]:
                    with z.open(lowerCamelCase_				) as f:
                        for line in f:
                            _lowercase :							str   	=	line.decode('UTF-8'				).strip()
                            if filename == "failures_line.txt":
                                try:
                                    # `error_line` is the place where `error` occurs
                                    _lowercase :							str   	=	line[: line.index(': '				)]
                                    _lowercase :							Optional[int]   	=	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
                                _lowercase :							int   	=	line[len('FAILED '				) :]
                                failed_tests.append(lowerCamelCase_				)
                            elif filename == "job_name.txt":
                                _lowercase :							Tuple   	=	line

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

    _lowercase :							Optional[Any]   	=	None
    if job_name and job_links:
        _lowercase :							Union[str, Any]   	=	job_links.get(lowerCamelCase_							,				lowerCamelCase_				)

    # A list with elements of the form (line of error, error, failed test)
    _lowercase :							Optional[Any]   	=	[x + [y] + [job_link] for x, y in zip(lowerCamelCase_							,				lowerCamelCase_				)]

    return result



def        UpperCamelCase_(   lowerCamelCase_							,				lowerCamelCase_=None				)					->		Dict:
    _lowercase :							Optional[int]   	=	[]

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

    return errors



def        UpperCamelCase_(   lowerCamelCase_							,				lowerCamelCase_=None				)					->		Optional[Any]:
    _lowercase :							Any   	=	Counter()
    counter.update([x[1] for x in logs]				)
    _lowercase :							Optional[Any]   	=	counter.most_common()
    _lowercase :							Optional[Any]   	=	{}
    for error, count in counts:
        if error_filter is None or error not in error_filter:
            _lowercase :							List[str]   	=	{'count': count, 'failed_tests': [(x[2], x[0]) for x in logs if x[1] == error]}

    _lowercase :							Union[str, Any]   	=	dict(sorted(r.items()							,				key=lambda lowerCamelCase_				: item[1]["count"]							,				reverse=lowerCamelCase_				)				)
    return r



def        UpperCamelCase_(   lowerCamelCase_				)					->		Optional[Any]:
    _lowercase :							Union[str, Any]   	=	test.split('::'				)[0]
    if test.startswith('tests/models/'				):
        _lowercase :							Optional[Any]   	=	test.split('/'				)[2]
    else:
        _lowercase :							Optional[int]   	=	None

    return test



def        UpperCamelCase_(   lowerCamelCase_							,				lowerCamelCase_=None				)					->		Tuple:
    _lowercase :							str   	=	[(x[0], x[1], get_model(x[2]				)) for x in logs]
    _lowercase :							Union[str, Any]   	=	[x for x in logs if x[2] is not None]
    _lowercase :							Dict   	=	{x[2] for x in logs}

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

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



def        UpperCamelCase_(   lowerCamelCase_				)					->		List[Any]:
    _lowercase :							Dict   	=	'| no. | error | status |'
    _lowercase :							Any   	=	'|-:|:-|:-|'
    _lowercase :							Optional[Any]   	=	[header, sep]
    for error in reduced_by_error:
        _lowercase :							Optional[Any]   	=	reduced_by_error[error]['count']
        _lowercase :							List[str]   	=	F'''| {count} | {error[:100]} |  |'''
        lines.append(lowerCamelCase_				)

    return "\n".join(lowerCamelCase_				)



def        UpperCamelCase_(   lowerCamelCase_				)					->		List[Any]:
    _lowercase :							List[str]   	=	'| model | no. of errors | major error | count |'
    _lowercase :							List[Any]   	=	'|-:|-:|-:|-:|'
    _lowercase :							List[Any]   	=	[header, sep]
    for model in reduced_by_model:
        _lowercase :							Dict   	=	reduced_by_model[model]['count']
        _lowercase :							Optional[int]   	=	list(reduced_by_model[model]['errors'].items()				)[0]
        _lowercase :							Any   	=	F'''| {model} | {count} | {error[:60]} | {_count} |'''
        lines.append(lowerCamelCase_				)

    return "\n".join(lowerCamelCase_				)


if __name__ == "__main__":
      SCREAMING_SNAKE_CASE :   Any							      =				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.")
      SCREAMING_SNAKE_CASE :   Tuple							      =				parser.parse_args()

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

      SCREAMING_SNAKE_CASE :   Any							      =				get_job_links(args.workflow_run_id, token=args.token)
      SCREAMING_SNAKE_CASE :   Dict							      =				{}
      # 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:
                        SCREAMING_SNAKE_CASE :   Optional[int]							      =				k.find(" / ")
                        SCREAMING_SNAKE_CASE :   List[str]							      =				k[index + len(" / ") :]
                  SCREAMING_SNAKE_CASE :   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)

      SCREAMING_SNAKE_CASE :   Dict							      =				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)

      SCREAMING_SNAKE_CASE :   Optional[int]							      =				get_all_errors(args.output_dir, job_links=job_links)

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

      # print the top 30 most common test errors
      SCREAMING_SNAKE_CASE :   List[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)

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

      SCREAMING_SNAKE_CASE :   Any							      =				make_github_table(reduced_by_error)
      SCREAMING_SNAKE_CASE :   Tuple							      =				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)






# this script reports modified .py files under the desired list of top-level sub-dirs passed as a list of arguments, e.g.:
#   python ./utils/get_modified_files.py utils src tests examples
#
# it uses git to find the forking point and which files were modified - i.e. files not under git won't be considered
# since the output of this script is fed into Makefile commands it doesn't print a newline after the results

import re
import subprocess
import sys


SCREAMING_SNAKE_CASE :   List[Any]							      =				subprocess.check_output("git merge-base main HEAD".split()).decode("utf-8")
SCREAMING_SNAKE_CASE :   Optional[int]							      =				(
    subprocess.check_output(F"git diff --diff-filter=d --name-only {fork_point_sha}".split()).decode("utf-8").split()
)

SCREAMING_SNAKE_CASE :   Any							      =				"|".join(sys.argv[1:])
SCREAMING_SNAKE_CASE :   Union[str, Any]							      =				re.compile(rF"^({joined_dirs}).*?\.py$")

SCREAMING_SNAKE_CASE :   List[Any]							      =				[x for x in modified_files if regex.match(x)]
print(" ".join(relevant_modified_files), end="")


