
import collections
import json
import math
import os
import re
import time
from fnmatch import fnmatch
from typing import Dict

import requests
from slack_sdk import WebClient


_A   =			WebClient(token=os.environ["CI_SLACK_BOT_TOKEN"])



def 						lowercase_      (       A__		)							->							Optional[Any]:
    """simple docstring"""

    snake_case								= test_results.split(" "		)

    snake_case								= 0
    snake_case								= 0

    # When the output is short enough, the output is surrounded by = signs: "== OUTPUT =="
    # When it is too long, those signs are not present.
    snake_case								= expressions[-2] if "=" in expressions[-1] else expressions[-1]

    for i, expression in enumerate(A__		):
        if "failed" in expression:
            failed += int(expressions[i - 1]		)
        if "passed" in expression:
            success += int(expressions[i - 1]		)

    return failed, success, time_spent



def 						lowercase_      (       A__		)							->							int:
    """simple docstring"""

    snake_case								= {}
    snake_case								= None
    snake_case								= False
    for line in failures_short_lines.split("\n"		):
        if re.search(r"_ \[doctest\]"			,		A__		):
            snake_case								= True
            snake_case								= line.split(" "		)[2]
        elif in_error and not line.split(" "		)[0].isdigit():
            snake_case								= line
            snake_case								= False

    return failures







class 					lowerCamelCase		:





     def __init__(self				:   Tuple    ,   _A				:   str    ,   _A				:   Dict       )						->						str:
         snake_case								= title

         snake_case								= doc_test_results["time_spent"].split(","       )[0]
         snake_case								= doc_test_results["success"]
         snake_case								= doc_test_results["failures"]
         snake_case								= self.n_success + self.n_failures

         # Failures and success of the modeling tests
         snake_case								= doc_test_results





     @property
     def 		UpperCAmelCase(self				:   Optional[Any]       )						->						str:
         snake_case								= [self._time_spent]
         snake_case								= 0

         for time in time_spent:
             snake_case								= time.split(":"       )

             # Time can be formatted as xx:xx:xx, as .xx, or as x.xx if the time spent was less than a minute.
             if len(_A       ) == 1:
                 snake_case								= [0, 0, time_parts[0]]

             snake_case					,							snake_case					,							snake_case								= int(time_parts[0]       ), int(time_parts[1]       ), float(time_parts[2]       )
             total_secs += hours * 3_6_0_0 + minutes * 6_0 + seconds

         snake_case					,							snake_case					,							snake_case								= total_secs // 3_6_0_0, (total_secs % 3_6_0_0) // 6_0, total_secs % 6_0
         return f'{int(_A       )}h{int(_A       )}m{int(_A       )}s'





     @property
     def 		UpperCAmelCase(self				:   Tuple       )						->						Dict:
         return {"type": "header", "text": {"type": "plain_text", "text": self.title}}





     @property
     def 		UpperCAmelCase(self				:   int       )						->						Dict:
         return {
             "type": "section",
             "text": {
                 "type": "plain_text",
                 "text": f'🌞 There were no failures: all {self.n_tests} tests passed. The suite ran in {self.time}.',
                 "emoji": True,
             },
             "accessory": {
                 "type": "button",
                 "text": {"type": "plain_text", "text": "Check Action results", "emoji": True},
                 "url": f'https://github.com/huggingface/transformers/actions/runs/{os.environ["GITHUB_RUN_ID"]}',
             },
         }





     @property
     def 		UpperCAmelCase(self				:   Dict       )						->						Dict:
         return {
             "type": "section",
             "text": {
                 "type": "plain_text",
                 "text": (
                     f'There were {self.n_failures} failures, out of {self.n_tests} tests.\nThe suite ran in'
                     f' {self.time}.'
                 ),
                 "emoji": True,
             },
             "accessory": {
                 "type": "button",
                 "text": {"type": "plain_text", "text": "Check Action results", "emoji": True},
                 "url": f'https://github.com/huggingface/transformers/actions/runs/{os.environ["GITHUB_RUN_ID"]}',
             },
         }





     @property
     def 		UpperCAmelCase(self				:   Dict       )						->						Dict:
         snake_case								= 4_0
         snake_case								= {k: v["failed"] for k, v in doc_test_results.items() if isinstance(_A    ,   _A       )}

         snake_case								= ""
         for category, failures in category_failures.items():
             if len(_A       ) == 0:
                 continue

             if report != "":
                 report += "\n\n"

             report += f'*{category} failures*:'.ljust(line_length // 2       ).rjust(line_length // 2       ) + "\n"
             report += "`"
             report += "`\n`".join(_A       )
             report += "`"

         return {
             "type": "section",
             "text": {
                 "type": "mrkdwn",
                 "text": f'The following examples had failures:\n\n\n{report}\n',
             },
         }





     @property
     def 		UpperCAmelCase(self				:   int       )						->						str:
         snake_case								= [self.header]

         if self.n_failures > 0:
             blocks.append(self.failures       )

         if self.n_failures > 0:
             blocks.extend([self.category_failures]       )

         if self.n_failures == 0:
             blocks.append(self.no_failures       )

         return json.dumps(_A       )





     @staticmethod
     def 		UpperCAmelCase()						->						Dict:
         snake_case								= [
             {
                 "type": "section",
                 "text": {
                     "type": "plain_text",
                     "text": "There was an issue running the tests.",
                 },
                 "accessory": {
                     "type": "button",
                     "text": {"type": "plain_text", "text": "Check Action results", "emoji": True},
                     "url": f'https://github.com/huggingface/transformers/actions/runs/{os.environ["GITHUB_RUN_ID"]}',
                 },
             }
         ]

         print("Sending the following payload"       )
         print(json.dumps({"blocks": json.loads(_A       )}       )       )

         client.chat_postMessage(
             channel=os.environ["CI_SLACK_CHANNEL_ID_DAILY"]    ,   text="There was an issue running the tests."    ,   blocks=_A    ,   )





     def 		UpperCAmelCase(self				:   int       )						->						Dict:
         print("Sending the following payload"       )
         print(json.dumps({"blocks": json.loads(self.payload       )}       )       )

         snake_case								= f'{self.n_failures} failures out of {self.n_tests} tests,' if self.n_failures else "All tests passed."

         snake_case								= client.chat_postMessage(
             channel=os.environ["CI_SLACK_CHANNEL_ID_DAILY"]    ,   blocks=self.payload    ,   text=_A    ,   )





     def 		UpperCAmelCase(self				:   Optional[Any]    ,   _A				:   List[Any]    ,   _A				:   Union[str, Any]    ,   _A				:   Optional[int]    ,   _A				:   List[str]       )						->						Dict:
         snake_case								= ""
         for key, value in failures.items():
             snake_case								= value[:2_0_0] + " [Truncated]" if len(_A       ) > 2_5_0 else value
             failures_text += f'*{key}*\n_{value}_\n\n'

         snake_case								= job_name
         snake_case								= {"type": "section", "text": {"type": "mrkdwn", "text": text}}

         if job_link is not None:
             snake_case								= {
                 "type": "button",
                 "text": {"type": "plain_text", "text": "GitHub Action job", "emoji": True},
                 "url": job_link,
             }

         return [
             {"type": "header", "text": {"type": "plain_text", "text": title.upper(), "emoji": True}},
             content,
             {"type": "section", "text": {"type": "mrkdwn", "text": failures_text}},
         ]





     def 		UpperCAmelCase(self				:   Optional[Any]       )						->						List[Any]:
         if self.thread_ts is None:
             raise ValueError("Can only post reply if a post has been made."       )

         snake_case								= self.doc_test_results.pop("job_link"       )
         self.doc_test_results.pop("failures"       )
         self.doc_test_results.pop("success"       )
         self.doc_test_results.pop("time_spent"       )

         snake_case								= sorted(self.doc_test_results.items()    ,   key=lambda _A       : t[0]       )
         for job, job_result in sorted_dict:
             if len(job_result["failures"]       ):
                 snake_case								= f'*Num failures* :{len(job_result["failed"]       )} \n'
                 snake_case								= job_result["failures"]
                 snake_case								= self.get_reply_blocks(_A    ,   _A    ,   _A    ,   text=_A       )

                 print("Sending the following reply"       )
                 print(json.dumps({"blocks": blocks}       )       )

                 client.chat_postMessage(
                     channel=os.environ["CI_SLACK_CHANNEL_ID_DAILY"]    ,   text=f'Results for {job}'    ,   blocks=_A    ,   thread_ts=self.thread_ts["ts"]    ,   )

                 time.sleep(1       )



def 						lowercase_      (       )							->							Dict:
    """simple docstring"""

    snake_case								= os.environ["GITHUB_RUN_ID"]
    snake_case								= F'https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100'
    snake_case								= requests.get(A__		).json()
    snake_case								= {}

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

        for i in range(A__		):
            snake_case								= requests.get(url + F'&page={i + 2}'		).json()
            jobs.update({job["name"]: job["html_url"] for job in result["jobs"]}		)

        return jobs
    except Exception as e:
        print("Unknown error, could not fetch links."			,		A__		)

    return {}



def 						lowercase_      (       A__		)							->							List[str]:
    """simple docstring"""

    snake_case								= {}

    if os.path.exists(A__		):
        snake_case								= os.listdir(A__		)
        for file in files:
            try:
                with open(os.path.join(A__			,		A__		)			,		encoding="utf-8"		) as f:
                    snake_case								= f.read()
            except UnicodeDecodeError as e:
                raise ValueError(F'Could not open {os.path.join(A__			,		A__		)}.'		) from e

    return _artifact



def 						lowercase_      (       )							->							Tuple:
    """simple docstring"""

    class 					lowerCamelCase		:





         def __init__(self				:   Any    ,   _A				:   str       )						->						List[str]:
             snake_case								= name
             snake_case								= []





         def __str__(self				:   Union[str, Any]       )						->						Dict:
             return self.name





         def 		UpperCAmelCase(self				:   Any    ,   _A				:   str       )						->						Union[str, Any]:
             self.paths.append({"name": self.name, "path": path}       )


    snake_case								= {}

    snake_case								= filter(os.path.isdir			,		os.listdir()		)
    for directory in directories:
        snake_case								= directory
        if artifact_name not in _available_artifacts:
            snake_case								= Artifact(A__		)

            _available_artifacts[artifact_name].add_path(A__		)

    return _available_artifacts


if __name__ == "__main__":
   _A   =			get_job_links()
   _A   =			retrieve_available_artifacts()

   _A   =			collections.OrderedDict(
       [
           ("*.py", "API Examples"),
           ("*.md", "MD Examples"),
       ]
   )

   # This dict will contain all the information relative to each doc test category:
   # - failed: list of failed tests
   # - failures: dict in the format 'test': 'error_message'
   _A   =			{
       v: {
           "failed": [],
           "failures": {},
       }
       for v in docs.values()
   }

   # Link to the GitHub Action job
   _A   =			github_actions_job_links.get("run_doctests")

   _A   =			available_artifacts["doc_tests_gpu_test_reports"].paths[0]
   _A   =			retrieve_artifact(artifact_path["name"])
   if "stats" in artifact:
      _A ,  _A ,  _A   =			handle_test_results(artifact["stats"])
      _A   =			failed
      _A   =			success
      _A   =			time_spent[1:-1] + ", "

      _A   =			extract_first_line_failure(artifact["failures_short"])
      for line in artifact["summary_short"].split("\n"):
         if re.search("FAILED", line):
            _A   =			line.replace("FAILED ", "")
            _A   =			line.split()[0].replace("\n", "")

            if "::" in line:
               _A ,  _A   =			line.split("::")
            else:
               _A ,  _A   =			line, line

            for file_regex in docs.keys():
               if fnmatch(file_path, file_regex):
                  _A   =			docs[file_regex]
                  doc_test_results[category]["failed"].append(test)

                  _A   =			all_failures[test] if test in all_failures else "N/A"
                  _A   =			failure
                  break

   _A   =			Message("🤗 Results of the doc tests.", doc_test_results)
   message.post()
   message.post_reply()



from ..utils import DummyObject, requires_backends







class 					lowerCamelCase		(  metaclass=A_  ):
     UpperCAmelCase__    :							Union[str, Any]									=		["onnx"]





     def __init__(self				:   Tuple    ,   *_A				:   Optional[int]    ,   **_A				:   Any       )						->						Dict:
         requires_backends(self    ,   ["onnx"]       )





     @classmethod
     def 		UpperCAmelCase(cls				:   int    ,   *_A				:   Dict    ,   **_A				:   List[Any]       )						->						Optional[Any]:
         requires_backends(cls    ,   ["onnx"]       )





     @classmethod
     def 		UpperCAmelCase(cls				:   Dict    ,   *_A				:   Tuple    ,   **_A				:   Optional[Any]       )						->						int:
         requires_backends(cls    ,   ["onnx"]       )

