


"""simple docstring"""


import numpy as np
import qiskit



def   snake_case						(				_a:     int = 8		,   _a:     int | None = None							)->		str:
      '''simple docstring'''


      lowerCamelCase__           =		np.random.default_rng(seed=_a							)

      # Roughly 25% of the qubits will contribute to the key.
      # So we take more than we need.
      lowerCamelCase__           =		6 * key_len
      # Measurement basis for Alice's qubits.
      lowerCamelCase__           =		rng.integers(2		,   size=_a							)
      # The set of states Alice will prepare.
      lowerCamelCase__           =		rng.integers(2		,   size=_a							)
      # Measurement basis for Bob's qubits.
      lowerCamelCase__           =		rng.integers(2		,   size=_a							)

      # Quantum Circuit to simulate BB84
      lowerCamelCase__           =		qiskit.QuantumCircuit(_a		,   name='BB84'							)

      # Alice prepares her qubits according to rules above.
      for index, _ in enumerate(_a							):
            if alice_state[index] == 1:
                  bbaa_circ.x(_a							)
            if alice_basis[index] == 1:
                  bbaa_circ.h(_a							)
      bbaa_circ.barrier()

      # Bob measures the received qubits according to rules above.
      for index, _ in enumerate(_a							):
            if bob_basis[index] == 1:
                  bbaa_circ.h(_a							)

      bbaa_circ.barrier()
      bbaa_circ.measure_all()

      # Simulate the quantum circuit.
      lowerCamelCase__           =		qiskit.Aer.get_backend('aer_simulator'							)
      # We only need to run one shot because the key is unique.
      # Multiple shots will produce the same key.
      lowerCamelCase__           =		qiskit.execute(_a		,   _a		,   shots=1		,   seed_simulator=_a							)
      # Returns the result of measurement.
      lowerCamelCase__           =		job.result().get_counts(_a							).most_frequent()

      # Extracting the generated key from the simulation results.
      # Only keep measurement results where Alice and Bob chose the same basis.
      lowerCamelCase__           =		''.join(
          [
              result_bit
              for alice_basis_bit, bob_basis_bit, result_bit in zip(
                  _a		,   _a		,   _a							)
              if alice_basis_bit == bob_basis_bit
          ]							)

      # Get final key. Pad with 0 if too short, otherwise truncate.
      lowerCamelCase__           =		gen_key[:key_len] if len(_a							) >= key_len else gen_key.ljust(_a		,   '0'							)
      return key


if __name__ == "__main__":
   print(f"""The generated key is : {bbaa(8, seed=0)}""")
   from doctest import testmod

   testmod()







"""simple docstring"""


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


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



def   snake_case						(				_a:     Any							)->		Optional[Any]:
      '''simple docstring'''


      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   snake_case						(				_a:     Optional[int]							)->		Optional[int]:
      '''simple docstring'''


      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							:					Optional[Any]							,					SCREAMING_SNAKE_CASE__							:					str							,					SCREAMING_SNAKE_CASE__							:					Dict				):
          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      _UpperCamelCase       ( self							:					List[str]				):
          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(SCREAMING_SNAKE_CASE__				) == 1:
                      lowerCamelCase__           =		[0, 0, time_parts[0]]

                lowerCamelCase__    ,  lowerCamelCase__    ,  lowerCamelCase__           =		int(time_parts[0]				), int(time_parts[1]				), float(time_parts[2]				)
                total_secs += hours * 36_00 + minutes * 60 + seconds

          lowerCamelCase__    ,  lowerCamelCase__    ,  lowerCamelCase__           =		total_secs // 36_00, (total_secs % 36_00) // 60, total_secs % 60
          return F'{int(SCREAMING_SNAKE_CASE__				)}h{int(SCREAMING_SNAKE_CASE__				)}m{int(SCREAMING_SNAKE_CASE__				)}s'
    @property
    def      _UpperCamelCase       ( self							:					Dict				):
          return {"type": "header", "text": {"type": "plain_text", "text": self.title}}
    @property
    def      _UpperCamelCase       ( self							:					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							:					Any				):
          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							:					Union[str, Any]				):
          lowerCamelCase__           =		40
          lowerCamelCase__           =		{k: v['failed'] for k, v in doc_test_results.items() if isinstance(SCREAMING_SNAKE_CASE__							,					SCREAMING_SNAKE_CASE__				)}

          lowerCamelCase__           =		''
          for category, failures in category_failures.items():
                if len(SCREAMING_SNAKE_CASE__				) == 0:
                      continue

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

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

          return {
              "type": "section",
              "text": {
                  "type": "mrkdwn",
                  "text": F'The following examples had failures:\n\n\n{report}\n',
              },
          }
    @property
    def      _UpperCamelCase       ( self							:					str				):
          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(SCREAMING_SNAKE_CASE__				)
    @staticmethod
    def      _UpperCamelCase       ( ):
          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(SCREAMING_SNAKE_CASE__				)}				)				)

          client.chat_postMessage(
              channel=os.environ['CI_SLACK_CHANNEL_ID_DAILY']							,					text='There was an issue running the tests.'							,					blocks=SCREAMING_SNAKE_CASE__							,					)
    def      _UpperCamelCase       ( self							:					Optional[int]				):
          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=SCREAMING_SNAKE_CASE__							,					)
    def      _UpperCamelCase       ( self							:					Optional[Any]							,					SCREAMING_SNAKE_CASE__							:					Dict							,					SCREAMING_SNAKE_CASE__							:					List[Any]							,					SCREAMING_SNAKE_CASE__							:					Tuple							,					SCREAMING_SNAKE_CASE__							:					Tuple				):
          lowerCamelCase__           =		''
          for key, value in failures.items():
                lowerCamelCase__           =		value[:2_00] + ' [Truncated]' if len(SCREAMING_SNAKE_CASE__				) > 2_50 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      _UpperCamelCase       ( self							:					Optional[int]				):
          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 SCREAMING_SNAKE_CASE__				: 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(SCREAMING_SNAKE_CASE__							,					SCREAMING_SNAKE_CASE__							,					SCREAMING_SNAKE_CASE__							,					text=SCREAMING_SNAKE_CASE__				)

                      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=SCREAMING_SNAKE_CASE__							,					thread_ts=self.thread_ts['ts']							,					)

                      time.sleep(1				)





def   snake_case						(				)->		Optional[Any]:
      '''simple docstring'''


      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'] - 100) / 100							)

            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   snake_case						(				_a:     str							)->		Dict:
      '''simple docstring'''


      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   snake_case						(				)->		Optional[int]:
      '''simple docstring'''


      class   _a      :
          def __init__( self							:					Tuple							,					SCREAMING_SNAKE_CASE__							:					str				):
                lowerCamelCase__           =		name
                lowerCamelCase__           =		[]
          def __str__( self							:					Dict				):
                return self.name


          def      _UpperCamelCase       ( self							:					Union[str, Any]							,					SCREAMING_SNAKE_CASE__							:					str				):
                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__":
   _snake_case          =							get_job_links()
   _snake_case          =							retrieve_available_artifacts()

   _snake_case          =							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'
   _snake_case          =							{
       v: {
           "failed": [],
           "failures": {},
       }
       for v in docs.values()
   }

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

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

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

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

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

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

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



