






"""simple docstring"""







import os

import pytest
from attr import dataclass


_UpperCamelCase					      =  """us-east-1"""  # defaults region







@dataclass
class  lowerCamelCase__ :
    SCREAMING_SNAKE_CASE		=      42
    SCREAMING_SNAKE_CASE		=      '''arn:aws:iam::558105141721:role/sagemaker_execution_role'''
    SCREAMING_SNAKE_CASE		=      {
        '''task_name''': '''mnli''',
        '''per_device_train_batch_size''': 16,
        '''per_device_eval_batch_size''': 16,
        '''do_train''': True,
        '''do_eval''': True,
        '''do_predict''': True,
        '''output_dir''': '''/opt/ml/model''',
        '''overwrite_output_dir''': True,
        '''max_steps''': 500,
        '''save_steps''': 5_500,
    }
    SCREAMING_SNAKE_CASE		=      {**hyperparameters, '''max_steps''': 1_000}






    @property
    def     _UpperCamelCase							(			self ):
          if self.framework == "pytorch":
                return [
                    {"Name": "train_runtime", "Regex": r"train_runtime.*=\D*(.*?)$"},
                    {"Name": "eval_accuracy", "Regex": r"eval_accuracy.*=\D*(.*?)$"},
                    {"Name": "eval_loss", "Regex": r"eval_loss.*=\D*(.*?)$"},
                ]
          else:
                return [
                    {"Name": "train_runtime", "Regex": r"train_runtime.*=\D*(.*?)$"},
                    {"Name": "eval_accuracy", "Regex": r"loss.*=\D*(.*?)]?$"},
                    {"Name": "eval_loss", "Regex": r"sparse_categorical_accuracy.*=\D*(.*?)]?$"},
                ]






    @property
    def     _UpperCamelCase							(			self ):
          return F'''{self.framework}-transfromers-test'''






    @property
    def     _UpperCamelCase							(			self ):
          return F'''./tests/sagemaker/scripts/{self.framework}'''






    @property
    def     _UpperCamelCase							(			self ):
          if self.framework == "pytorch":
                return "763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:1.7.1-transformers4.6.1-gpu-py36-cu110-ubuntu18.04"
          else:
                return "763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-training:2.4.1-transformers4.6.1-gpu-py37-cu110-ubuntu18.04"







@pytest.fixture(scope="""class"""							)
def _a			(		_snake_case							):







      """simple docstring"""






      UpperCAmelCase          =	SageMakerTestEnvironment(framework=request.cls.framework							)











"""simple docstring"""







from __future__ import annotations

import json

import requests
from bsa import BeautifulSoup
from fake_useragent import UserAgent

_UpperCamelCase					      =  {"""UserAgent""": UserAgent().random}

def _a			(		_snake_case							):







      """simple docstring"""






      UpperCAmelCase          =	script.contents[0]
      UpperCAmelCase          =	json.loads(data[data.find("""{\"config\""""							) : -1]							)
      return info["entry_data"]["ProfilePage"][0]["graphql"]["user"]







class  lowerCamelCase__ :






    def __init__(			self     ,A ):
          UpperCAmelCase          =	F'''https://www.instagram.com/{username}/'''
          UpperCAmelCase          =	self.get_json()






    def     _UpperCamelCase							(			self ):
          UpperCAmelCase          =	requests.get(self.url     ,headers=A ).text
          UpperCAmelCase          =	BeautifulSoup(A     ,"""html.parser""" ).find_all("""script""" )
          try:
                return extract_user_profile(scripts[4] )
          except (json.decoder.JSONDecodeError, KeyError):
                return extract_user_profile(scripts[3] )






    def __repr__(			self ):
          return F'''{self.__class__.__name__}(\'{self.username}\')'''






    def __str__(			self ):
          return F'''{self.fullname} ({self.username}) is {self.biography}'''






    @property
    def     _UpperCamelCase							(			self ):
          return self.user_data["username"]






    @property
    def     _UpperCamelCase							(			self ):
          return self.user_data["full_name"]






    @property
    def     _UpperCamelCase							(			self ):
          return self.user_data["biography"]






    @property
    def     _UpperCamelCase							(			self ):
          return self.user_data["business_email"]






    @property
    def     _UpperCamelCase							(			self ):
          return self.user_data["external_url"]






    @property
    def     _UpperCamelCase							(			self ):
          return self.user_data["edge_followed_by"]["count"]






    @property
    def     _UpperCamelCase							(			self ):
          return self.user_data["edge_follow"]["count"]






    @property
    def     _UpperCamelCase							(			self ):
          return self.user_data["edge_owner_to_timeline_media"]["count"]






    @property
    def     _UpperCamelCase							(			self ):
          return self.user_data["profile_pic_url_hd"]






    @property
    def     _UpperCamelCase							(			self ):
          return self.user_data["is_verified"]






    @property
    def     _UpperCamelCase							(			self ):
          return self.user_data["is_private"]







def _a			(		_snake_case = "github"							):







      """simple docstring"""






      import os

      if os.environ.get("""CI"""							):
            return  # test failing on GitHub Actions
      UpperCAmelCase          =	InstagramUser(_snake_case							)
      assert instagram_user.user_data
      assert isinstance(instagram_user.user_data				,	_snake_case							)
      assert instagram_user.username == username
      if username != "github":
            return
      assert instagram_user.fullname == "GitHub"
      assert instagram_user.biography == "Built for developers."
      assert instagram_user.number_of_posts > 150
      assert instagram_user.number_of_followers > 12_0000
      assert instagram_user.number_of_followings > 15
      assert instagram_user.email == "support@github.com"
      assert instagram_user.website == "https://github.com/readme"
      assert instagram_user.profile_picture_url.startswith("""https://instagram."""							)
      assert instagram_user.is_verified is True
      assert instagram_user.is_private is False


if __name__ == "__main__":
  import doctest

  doctest.testmod()
  _UpperCamelCase					      =  InstagramUser("""github""")
  print(instagram_user)
  print(F"""{instagram_user.number_of_posts = }""")
  print(F"""{instagram_user.number_of_followers = }""")
  print(F"""{instagram_user.number_of_followings = }""")
  print(F"""{instagram_user.email = }""")
  print(F"""{instagram_user.website = }""")
  print(F"""{instagram_user.profile_picture_url = }""")
  print(F"""{instagram_user.is_verified = }""")
  print(F"""{instagram_user.is_private = }""")



