"""simple docstring"""






import json
import os
from datetime import date
from pathlib import Path

from tabulate import DataRow, TableFormat, tabulate


__lowerCAmelCase       :			Union[str, Any]   	=TableFormat(
    lineabove=None,
    linebelowheader=None,
    linebetweenrows=None,
    linebelow=None,
    headerrow=DataRow("""""", """|""", """|"""),
    datarow=DataRow("""""", """|""", """|"""),
    padding=1,
    with_header_hide=None,
)


__lowerCAmelCase       :			Any   	=[]
__lowerCAmelCase       :			int   	=[]

__lowerCAmelCase       :			str   	={"""type""": """section""", """text""": {"""type""": """plain_text""", """text""": """No failed tests! 🤗""", """emoji""": True}}

__lowerCAmelCase       :			Dict   	=[
    {
        """type""": """header""",
        """text""": {
            """type""": """plain_text""",
            """text""": F"""🤗 Accelerate nightly {os.environ.get('TEST_TYPE', '')} test results""",
            """emoji""": True,
        },
    }
]

__lowerCAmelCase       :			Optional[int]   	=0
for log in Path().glob("""*.log"""):
       __lowerCAmelCase       :			Any   	=0
       with open(log, """r""") as f:
              for line in f:
                     __lowerCAmelCase       :			int   	=json.loads(line)
                     if line.get("""nodeid""", """""") != "":
                            __lowerCAmelCase       :			Optional[int]   	=line["""nodeid"""]
                            if line.get("""duration""", None) is not None:
                                   __lowerCAmelCase       :			Any   	=F"""{line['duration']:.4f}"""
                                   if line.get("""outcome""", """""") == "failed":
                                          section_num_failed += 1
                                          failed.append([test, duration, log.name.split("""_""")[0]])
                                          total_num_failed += 1
       group_info.append([str(log), section_num_failed, failed])
       __lowerCAmelCase       :			Any   	=[]
       log.unlink()

__lowerCAmelCase       :			str   	=""""""
__lowerCAmelCase       :			Any   	=[]
if total_num_failed > 0:
       for name, num_failed, failed_tests in group_info:
              if num_failed > 0:
                     if num_failed == 1:
                            message += F"*{name[1:]}: {num_failed} failed test*\n"
                     else:
                            message += F"*{name[1:]}: {num_failed} failed tests*\n"
                     __lowerCAmelCase       :			Tuple   	=[]
                     __lowerCAmelCase       :			int   	={}
                     for test in failed_tests:
                            __lowerCAmelCase       :			List[Any]   	=test[0].split("""::""")
                            __lowerCAmelCase       :			int   	=data[0].split("""/""")[-1]
                            if data[0] not in filesafailed:
                                   __lowerCAmelCase       :			Optional[Any]   	=[data[1:]]
                            else:
                                   filesafailed[data[0]] += [data[1:]]
                            failed_table.append(data)

                     __lowerCAmelCase       :			List[str]   	=[test[0] for test in failed_table]
                     __lowerCAmelCase       :			List[Any]   	=list(set(files))
                     # Count number of instances in failed_tests
                     __lowerCAmelCase       :			Any   	=[]
                     for file in individual_files:
                            table.append([file, len(filesafailed[file])])

                     __lowerCAmelCase       :			int   	=tabulate(
                         table,
                         headers=["""Test Location""", """Num Failed"""],
                         tablefmt=hf_table_format,
                         stralign="""right""",
                     )
                     message += F"\n```\n{failed_table}\n```"
                     all_filesafailed.append(filesafailed)
       if len(message) > 3_0_0_0:
              __lowerCAmelCase       :			str   	="""Too many failed tests, please see the full report in the Action results."""
              __lowerCAmelCase       :			Union[str, Any]   	=len(err) + 1_0
              __lowerCAmelCase       :			Union[str, Any]   	=message[: 3_0_0_0 - offset] + F"""\n...\n```\n{err}"""
       print(F"""### {message}""")
else:
       __lowerCAmelCase       :			str   	="""No failed tests! 🤗"""
       print(F"""## {message}""")
       payload.append(no_error_payload)

if os.environ.get("""TEST_TYPE""", """""") != "":
       from slack_sdk import WebClient

       __lowerCAmelCase       :			int   	=WebClient(token=os.environ["""SLACK_API_TOKEN"""])
       if message != "No failed tests! 🤗":
              __lowerCAmelCase       :			Optional[Any]   	={
                  """type""": """section""",
                  """text""": {
                      """type""": """mrkdwn""",
                      """text""": message,
                  },
              }
              payload.append(md_report)
              __lowerCAmelCase       :			List[Any]   	={
                  """type""": """section""",
                  """text""": {
                      """type""": """mrkdwn""",
                      """text""": """*For more details:*""",
                  },
                  """accessory""": {
                      """type""": """button""",
                      """text""": {
                          """type""": """plain_text""",
                          """text""": """Check Action results""",
                          """emoji""": True,
                      },
                      """url""": F"""https://github.com/{os.environ['GITHUB_REPOSITORY']}/actions/runs/{os.environ['GITHUB_RUN_ID']}""",
                  },
              }
              payload.append(action_button)
              __lowerCAmelCase       :			Union[str, Any]   	={
                  """type""": """context""",
                  """elements""": [
                      {
                          """type""": """plain_text""",
                          """text""": F"""Nightly {os.environ.get('TEST_TYPE')} test results for {date.today()}""",
                      }
                  ],
              }
              payload.append(date_report)
       __lowerCAmelCase       :			Tuple   	=client.chat_postMessage(channel="""#accelerate-ci-daily""", text=message, blocks=payload)
       __lowerCAmelCase       :			Optional[Any]   	=response.data["""ts"""]
       for failed_file in all_filesafailed:
              for test_location, test_failures in failed_file.items():
                     # Keep only the first instance of the test name
                     __lowerCAmelCase       :			str   	=""""""
                     for i, row in enumerate(test_failures):
                            if row[0] != test_class:
                                   __lowerCAmelCase       :			Tuple   	=row[0]
                            else:
                                   __lowerCAmelCase       :			str   	=""""""

                     __lowerCAmelCase       :			Dict   	={
                         """type""": """section""",
                         """text""": {
                             """type""": """mrkdwn""",
                             """text""": F"""Test location: {test_location}\n```\n{tabulate(test_failures, headers=['Class', 'Test'], tablefmt=hf_table_format, stralign='right')}\n```""",
                         },
                     }

                     client.chat_postMessage(
                         channel="""#accelerate-ci-daily""",
                         thread_ts=ts,
                         blocks=[payload],
                     )




"""simple docstring"""






from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import Features, Sequence, Value
from .base import TaskTemplate





@dataclass(frozen=lowerCAmelCase      )
class 					_A		(			lowerCAmelCase      ):
      # `task` is not a ClassVar since we want it to be part of the `asdict` output for JSON serialization
      snake_case__     :  str				    =      field(default='question-answering-extractive'    ,       metadata={'include_in_asdict_even_if_is_default': True}      )
      snake_case__     :  ClassVar[Features]				    =      Features({'question': Value('string'      ), 'context': Value('string'      )}      )
      snake_case__     :  ClassVar[Features]				    =      Features(
          {
              'answers': Sequence(
                  {
                      'text': Value('string'      ),
                      'answer_start': Value('int32'      ),
                  }      )
          }      )
      snake_case__     :  str				    =      "question"
      snake_case__     :  str				    =      "context"
      snake_case__     :  str				    =      "answers"

      @property
      def 							A__			(		self		):







            """simple docstring"""



            return {self.question_column: "question", self.context_column: "context", self.answers_column: "answers"}



