pyaf

from django.contrib.auth.models import UserManager

class UserManager(UserManager):
    use_in_migrations = True

    def _create_user(self, phone_number, password, **extra_fields):

        if not phone_number:
            raise ValueError('The given phone number must be set')
        user = self.model(phone_number=phone_number, **extra_fields)

pyaf

from django.conf import settings
import requests

def send_verfication_code(user):
    data = {
    'api_key': settings.AUTHY_KEY,
    'via': 'sms',
    'country_code': user.country_code,
    'phone_number': user.phone_number,
    }

pyaf

from datetime import date
from django.db import models
from django.contrib.auth.models import PermissionsMixin, AbstractUser
from django.contrib.auth.base_user import AbstractBaseUser
from django.utils.translation import ugettext_lazy as _

from .manager import UserManager


class User(AbstractBaseUser, PermissionsMixin):

pyaf

class RegisterView(SuccessMessageMixin, FormView):
    template_name = 'register.html'
    form_class = RegisterForm
    success_message = "One-Time password sent to your registered mobile number.\
                        The verification code is valid for 10 minutes."

    def form_valid(self, form):
        user = form.save()
        username = self.request.POST['username']
        password = self.request.POST['password1']

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def PhoneVerificationView(request, **kwargs):
    template_name = 'phone_confirm.html'

    if request.method == "POST":
        username = request.POST['username']
        user = User.objects.get(username=username)
        form = PhoneVerificationForm(request.POST)
        if form.is_valid():
            verification_code = request.POST['one_time_password']
            response = verify_sent_code(verification_code, user)

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class LoginView(FormView):
    template_name = 'login.html'
    form_class = LoginForm
    success_url = '/dashboard'

    def dispatch(self, request, *args, **kwargs):
        if self.request.user.is_authenticated:
            messages.add_message(self.request, messages.INFO,
                                "User already logged in")
            return redirect('/dashboard')

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class LoginForm(forms.Form):
    username = forms.CharField()
    password = forms.CharField()

    class Meta:
        fields = ['username','password']

    def clean(self):
        username = self.cleaned_data.get('username')

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AUTHENTICATION_BACKENDS = (
    ...
    # Needed to login by username in Django admin, regardless of `allauth`
    'django.contrib.auth.backends.ModelBackend',

    # `allauth` specific authentication methods, such as login by e-mail
    'allauth.account.auth_backends.AuthenticationBackend',
    ...
)

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def save_profile(sender, instance, **kwargs):
    print(instance)
    instance.user.full_name = instance.extra_data['name']
    uid = instance.extra_data['id']
    instance.user.profile_picture = instance.get_avatar_url()
    instance.user.save()

post_save.connect(save_profile, sender=SocialAccount)

pyaf

data_cat = ['train', 'valid'] # data categories

class ImageDataset(Dataset):
    """training dataset."""

    def __init__(self, df, transform=None):
        """
        Args:
            df (pd.DataFrame): a pandas DataFrame with image path and labels.
            transform (callable, optional): Optional transform to be applied