





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


UpperCAmelCase__  :     int   			=WebClient(token=os.environ['''CI_SLACK_BOT_TOKEN'''])





def        _lowercase   (  _UpperCAmelCase			)  ->					Union[str, Any]:
    lowerCamelCase			=test_results.split(""" """			)

    lowerCamelCase			=0
    lowerCamelCase			=0

    # When the output is short enough, the output is surrounded by = signs: "== OUTPUT =="
    # When it is too long, those signs are not present.
    lowerCamelCase			=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   (  _UpperCAmelCase			)  ->					List[Any]:
    lowerCamelCase			={}
    lowerCamelCase			=None
    lowerCamelCase			=False
    for line in failures_short_lines.split("""\n"""			):
        if re.search(r"""_ \[doctest\]"""     , a_			):
            lowerCamelCase			=True
            lowerCamelCase			=line.split(""" """			)[2]
        elif in_error and not line.split(""" """			)[0].isdigit():
            lowerCamelCase			=line
            lowerCamelCase			=False

    return failures

class  __A       :


    def __init__(						self				,	UpperCAmelCase_				,	UpperCAmelCase_							):
        lowerCamelCase			=title

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

        # Failures and success of the modeling tests
        lowerCamelCase			=doc_test_results


    @property
    def _snake_case    (						self							):
        lowerCamelCase			=[self._time_spent]
        lowerCamelCase			=0

        for time in time_spent:
            lowerCamelCase			=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(lowerCAmelCase__							) == 1:
                lowerCamelCase			=[0, 0, time_parts[0]]

            lowerCamelCase			=int(time_parts[0]							), int(time_parts[1]							), float(time_parts[2]							)
            total_secs += hours * 3600 + minutes * 60 + seconds

        lowerCamelCase			=total_secs // 3600, (total_secs % 3600) // 60, total_secs % 60
        return f"""{int(lowerCAmelCase__							)}h{int(lowerCAmelCase__							)}m{int(lowerCAmelCase__							)}s"""


    @property
    def _snake_case    (						self							):
        return {"type": "header", "text": {"type": "plain_text", "text": self.title}}


    @property
    def _snake_case    (						self							):
        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 _snake_case    (						self							):
        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 _snake_case    (						self							):
        lowerCamelCase			=40
        lowerCamelCase			={k: v["failed"] for k, v in doc_test_results.items() if isinstance(lowerCAmelCase__				,	lowerCAmelCase__							)}

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

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

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

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


    @property
    def _snake_case    (						self							):
        lowerCamelCase			=[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(lowerCAmelCase__							)


    @staticmethod
    def _snake_case    (						):
        lowerCamelCase			=[
            {
                "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(lowerCAmelCase__							)}							)							)

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


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

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

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


    def _snake_case    (						self				,	UpperCAmelCase_				,	UpperCAmelCase_				,	UpperCAmelCase_				,	UpperCAmelCase_							):
        lowerCamelCase			=""
        for key, value in failures.items():
            lowerCamelCase			=value[:200] + " [Truncated]" if len(lowerCAmelCase__							) > 250 else value
            failures_text += f"""*{key}*\n_{value}_\n\n"""

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

        if job_link is not None:
            lowerCamelCase			={
                "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 _snake_case    (						self							):




        if self.thread_ts is None:
            raise ValueError("""Can only post reply if a post has been made."""							)

        lowerCamelCase			=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"""							)

        lowerCamelCase			=sorted(self.doc_test_results.items()				,	key=lambda UpperCAmelCase_							: t[0]							)
        for job, job_result in sorted_dict:
            if len(job_result["""failures"""]							):
                lowerCamelCase			=f"""*Num failures* :{len(job_result["failed"]							)} \n"""
                lowerCamelCase			=job_result["failures"]
                lowerCamelCase			=self.get_reply_blocks(lowerCAmelCase__				,	lowerCAmelCase__				,	lowerCAmelCase__				,	text=lowerCAmelCase__							)

                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=lowerCAmelCase__				,	thread_ts=self.thread_ts["""ts"""]				,	)

                time.sleep(1							)





def        _lowercase   (  )  ->					int:
    lowerCamelCase			=os.environ["GITHUB_RUN_ID"]
    lowerCamelCase			=F"""https://api.github.com/repos/huggingface/transformers/actions/runs/{run_id}/jobs?per_page=100"""
    lowerCamelCase			=requests.get(a_			).json()
    lowerCamelCase			={}

    try:
        jobs.update({job["""name"""]: job["""html_url"""] for job in result["""jobs"""]}			)
        lowerCamelCase			=math.ceil((result["""total_count"""] - 1_00) / 1_00			)

        for i in range(a_			):
            lowerCamelCase			=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   (  _UpperCAmelCase			)  ->					Union[str, Any]:
    lowerCamelCase			={}

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

    return _artifact





def        _lowercase   (  )  ->					str:

    class  __A       :


        def __init__(						self				,	UpperCAmelCase_							):
            lowerCamelCase			=name
            lowerCamelCase			=[]


        def __str__(						self							):
            return self.name


        def _snake_case    (						self				,	UpperCAmelCase_							):
            self.paths.append({"""name""": self.name, """path""": path}							)




    lowerCamelCase			={}

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

            _available_artifacts[artifact_name].add_path(a_			)

    return _available_artifacts


if __name__ == "__main__":
       UpperCAmelCase__  :     List[Any]   			=get_job_links()
       UpperCAmelCase__  :     Dict   			=retrieve_available_artifacts()

       UpperCAmelCase__  :     str   			=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'
       UpperCAmelCase__  :     List[str]   			={
           v: {
               '''failed''': [],
               '''failures''': {},
           }
           for v in docs.values()
       }

       # Link to the GitHub Action job
       UpperCAmelCase__  :     Any   			=github_actions_job_links.get('''run_doctests''')

       UpperCAmelCase__  :     Union[str, Any]   			=available_artifacts['''doc_tests_gpu_test_reports'''].paths[0]
       UpperCAmelCase__  :     List[Any]   			=retrieve_artifact(artifact_path['''name'''])
       if "stats" in artifact:
              UpperCAmelCase__			,UpperCAmelCase__			,UpperCAmelCase__  :     Union[str, Any]   			=handle_test_results(artifact['''stats'''])
              UpperCAmelCase__  :     Optional[int]   			=failed
              UpperCAmelCase__  :     Union[str, Any]   			=success
              UpperCAmelCase__  :     List[Any]   			=time_spent[1:-1] + ''', '''

              UpperCAmelCase__  :     Union[str, Any]   			=extract_first_line_failure(artifact['''failures_short'''])
              for line in artifact["summary_short"].split('''\n'''):
                     if re.search('''FAILED''', line):
                            UpperCAmelCase__  :     Union[str, Any]   			=line.replace('''FAILED ''', '''''')
                            UpperCAmelCase__  :     List[Any]   			=line.split()[0].replace('''\n''', '''''')

                            if "::" in line:
                                   UpperCAmelCase__			,UpperCAmelCase__  :     Any   			=line.split('''::''')
                            else:
                                   UpperCAmelCase__			,UpperCAmelCase__  :     str   			=line, line

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

                                          UpperCAmelCase__  :     List[str]   			=all_failures[test] if test in all_failures else '''N/A'''
                                          UpperCAmelCase__  :     List[str]   			=failure
                                          break

       UpperCAmelCase__  :     int   			=Message('''🤗 Results of the doc tests.''', doc_test_results)
       message.post()
       message.post_reply()












import pytest
import requests

from datasets.utils.file_utils import http_head

from .utils import OfflineSimulationMode, RequestWouldHangIndefinitelyError, offline





@pytest.mark.integration
def        _lowercase   (  )  ->					str:
				with offline(OfflineSimulationMode.CONNECTION_TIMES_OUT			):
								with pytest.raises(_UpperCAmelCase			):
												requests.request("""GET"""     , """https://huggingface.co"""			)
								with pytest.raises(requests.exceptions.ConnectTimeout			):
												requests.request("""GET"""     , """https://huggingface.co"""     , timeout=1.0			)





@pytest.mark.integration
def        _lowercase   (  )  ->					Union[str, Any]:
				with offline(OfflineSimulationMode.CONNECTION_FAILS			):
								with pytest.raises(requests.exceptions.ConnectionError			):
												requests.request("""GET"""     , """https://huggingface.co"""			)





def        _lowercase   (  )  ->					int:
				with offline(OfflineSimulationMode.HF_DATASETS_OFFLINE_SET_TO_1			):
								with pytest.raises(_UpperCAmelCase			):
												http_head("""https://huggingface.co"""			)





