





"""simple docstring"""






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

import requests

def       __lowerCamelCase    (       SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE=None							)		->       str:






       """simple docstring"""




       _UpperCAmelCase     =     None
       if token is not None:
              _UpperCAmelCase     =     {'Accept': 'application/vnd.github+json', 'Authorization': F"""Bearer {token}"""}

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

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

              for i in range(SCREAMING_SNAKE_CASE							):
                     _UpperCAmelCase     =     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    (       SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE=None							)		->       Dict:






       """simple docstring"""




       _UpperCAmelCase     =     None
       if token is not None:
              _UpperCAmelCase     =     {'Accept': 'application/vnd.github+json', 'Authorization': F"""Bearer {token}"""}

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

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

              for i in range(SCREAMING_SNAKE_CASE							):
                     _UpperCAmelCase     =     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    (       SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE							)		->       Tuple:






       """simple docstring"""




       _UpperCAmelCase     =     None
       if token is not None:
              _UpperCAmelCase     =     {'Accept': 'application/vnd.github+json', 'Authorization': F"""Bearer {token}"""}

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

def       __lowerCamelCase    (       SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE=None							)		->       Any:






       """simple docstring"""




       _UpperCAmelCase     =     []
       _UpperCAmelCase     =     []
       _UpperCAmelCase     =     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:
                                                 _UpperCAmelCase     =     line.decode('UTF-8'							).strip()
                                                 if filename == "failures_line.txt":
                                                        try:
                                                               # `error_line` is the place where `error` occurs
                                                               _UpperCAmelCase     =     line[: line.index(': '							)]
                                                               _UpperCAmelCase     =     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
                                                        _UpperCAmelCase     =     line[len('FAILED '							) :]
                                                        failed_tests.append(SCREAMING_SNAKE_CASE							)
                                                 elif filename == "job_name.txt":
                                                        _UpperCAmelCase     =     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.'							)

       _UpperCAmelCase     =     None
       if job_name and job_links:
              _UpperCAmelCase     =     job_links.get(SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE							)

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

       return result

def       __lowerCamelCase    (       SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE=None							)		->       str:






       """simple docstring"""




       _UpperCAmelCase     =     []

       _UpperCAmelCase     =     [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    (       SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE=None							)		->       Tuple:






       """simple docstring"""




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

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

def       __lowerCamelCase    (       SCREAMING_SNAKE_CASE							)		->       Union[str, Any]:






       """simple docstring"""




       _UpperCAmelCase     =     test.split('::'							)[0]
       if test.startswith('tests/models/'							):
              _UpperCAmelCase     =     test.split('/'							)[2]
       else:
              _UpperCAmelCase     =     None

       return test

def       __lowerCamelCase    (       SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE=None							)		->       Union[str, Any]:






       """simple docstring"""




       _UpperCAmelCase     =     [(x[0], x[1], get_model(x[2]							)) for x in logs]
       _UpperCAmelCase     =     [x for x in logs if x[2] is not None]
       _UpperCAmelCase     =     {x[2] for x in logs}

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

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

def       __lowerCamelCase    (       SCREAMING_SNAKE_CASE							)		->       Dict:






       """simple docstring"""




       _UpperCAmelCase     =     '| no. | error | status |'
       _UpperCAmelCase     =     '|-:|:-|:-|'
       _UpperCAmelCase     =     [header, sep]
       for error in reduced_by_error:
              _UpperCAmelCase     =     reduced_by_error[error]['count']
              _UpperCAmelCase     =     F"""| {count} | {error[:100]} |  |"""
              lines.append(SCREAMING_SNAKE_CASE							)

       return "\n".join(SCREAMING_SNAKE_CASE							)

def       __lowerCamelCase    (       SCREAMING_SNAKE_CASE							)		->       Optional[int]:






       """simple docstring"""




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

       return "\n".join(SCREAMING_SNAKE_CASE							)


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)













"""simple docstring"""






# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


lowerCAmelCase_			=							{'''configuration_timm_backbone''': ['''TimmBackboneConfig''']}


try:
    if not is_torch_available():
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
    pass
else:
    lowerCAmelCase_			=							['''TimmBackbone''']


if TYPE_CHECKING:
    from .configuration_timm_backbone import TimmBackboneConfig

    try:
        if not is_torch_available():
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        pass
    else:
        from .modeling_timm_backbone import TimmBackbone

else:
    import sys

    lowerCAmelCase_			=							_LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)






