add django extensions, add faker, add Django model factories for accounts
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@ -37,6 +37,7 @@ AUTH_USER_MODEL = "accounts.User"
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DJANGO_APPS = [
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"jet.dashboard",
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"jet",
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"django_extensions",
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"django.contrib.admin",
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"django.contrib.auth",
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"django.contrib.contenttypes",
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@ -5,3 +5,6 @@ psycopg2-binary==2.9.5 # https://github.com/psycopg/psycopg2
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# Code quality
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# ------------------------------------------------------------------------------
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black==22.12.0 # https://github.com/psf/black
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# Django Extensions
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django-extensions==3.1.3 # https://github.com/django-extensions/django-extensions
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0
scripts/__init__.py
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0
scripts/__init__.py
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165
scripts/generate_fake_accounts_data.py
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scripts/generate_fake_accounts_data.py
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@ -0,0 +1,165 @@
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import os
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import django
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from typing import List, Tuple
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from django.utils import timezone
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from faker import Faker
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from factory.django import DjangoModelFactory
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from factory import SubFactory, LazyAttribute, Iterator
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from django_extensions.management.commands import runscript
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# Set up Django environment
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os.environ.setdefault("DJANGO_SETTINGS_MODULE", "config.settings")
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django.setup()
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from accounts.models import User, Student, Parent, DepartmentHead, LEVEL, RELATION_SHIP
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from course.models import Program
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fake = Faker()
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class UserFactory(DjangoModelFactory):
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"""
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Factory for creating User instances with optional flags.
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Attributes:
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username (str): The generated username.
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first_name (str): The generated first name.
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last_name (str): The generated last name.
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email (str): The generated email.
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date_joined (datetime): The current date and time.
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phone (str): The generated phone number.
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address (str): The generated address.
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is_student (bool): Flag indicating if the user is a student.
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is_lecturer (bool): Flag indicating if the user is a lecturer.
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is_parent (bool): Flag indicating if the user is a parent.
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is_dep_head (bool): Flag indicating if the user is a department head.
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"""
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class Meta:
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model = User
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username: str = LazyAttribute(lambda x: fake.user_name())
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first_name: str = LazyAttribute(lambda x: fake.first_name())
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last_name: str = LazyAttribute(lambda x: fake.last_name())
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email: str = LazyAttribute(lambda x: fake.email())
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date_joined: timezone.datetime = timezone.now()
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phone: str = LazyAttribute(lambda x: fake.phone_number())
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address: str = LazyAttribute(lambda x: fake.address())
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is_student: bool = False
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is_lecturer: bool = False
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is_parent: bool = False
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is_dep_head: bool = False
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@classmethod
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def _create(cls, model_class: type, *args, **kwargs) -> User:
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"""
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Create a User instance with optional flags.
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Args:
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model_class (type): The class of the model to create.
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Returns:
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User: The created User instance.
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"""
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user: User = super()._create(model_class, *args, **kwargs)
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# Set the appropriate flags based on the user type
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if cls.is_student:
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user.is_student = True
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elif cls.is_parent:
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user.is_parent = True
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user.save()
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return user
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class ProgramFactory(DjangoModelFactory):
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"""
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Factory for creating Program instances.
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Attributes:
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title (str): The generated program title.
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summary (str): The generated summary.
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"""
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class Meta:
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model = Program
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title: str = LazyAttribute(lambda x: fake.sentence(nb_words=3))
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summary: str = LazyAttribute(lambda x: fake.text())
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@classmethod
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def _create(cls, model_class: type, *args, **kwargs) -> Program:
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"""
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Create a Program instance using get_or_create to avoid duplicates.
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Args:
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model_class (type): The class of the model to create.
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Returns:
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Program: The created Program instance.
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"""
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program, created = Program.objects.get_or_create(title=kwargs.get("title"), defaults=kwargs)
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return program
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class StudentFactory(DjangoModelFactory):
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"""
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Factory for creating Student instances with associated User and Program.
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Attributes:
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student (User): The associated User instance.
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level (str): The level of the student.
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program (Program): The associated Program instance.
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"""
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class Meta:
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model = Student
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student: User = SubFactory(UserFactory, is_student=True)
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level: str = Iterator([choice[0] for choice in LEVEL])
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program: Program = SubFactory(ProgramFactory)
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class ParentFactory(DjangoModelFactory):
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"""
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Factory for creating Parent instances with associated User, Student, and Program.
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Attributes:
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user (User): The associated User instance.
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student (Student): The associated Student instance.
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first_name (str): The generated first name.
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last_name (str): The generated last name.
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phone (str): The generated phone number.
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email (str): The generated email.
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relation_ship (str): The relationship with the student.
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"""
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class Meta:
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model = Parent
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user: User = SubFactory(UserFactory, is_parent=True)
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student: Student = SubFactory(StudentFactory)
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first_name: str = LazyAttribute(lambda x: fake.first_name())
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last_name: str = LazyAttribute(lambda x: fake.last_name())
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phone: str = LazyAttribute(lambda x: fake.phone_number())
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email: str = LazyAttribute(lambda x: fake.email())
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relation_ship: str = Iterator([choice[0] for choice in RELATION_SHIP])
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def generate_fake_accounts_data(num_programs: int, num_students: int, num_parents: int) -> None:
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"""
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Generate fake data for Programs, Students, Parents, and DepartmentHeads.
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Args:
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num_programs (int): Number of programs to generate.
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num_students (int): Number of students to generate.
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num_parents (int): Number of parents to generate.
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"""
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programs: List[Program] = ProgramFactory.create_batch(num_programs)
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students: List[Student] = StudentFactory.create_batch(num_students)
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parents: List[Parent] = ParentFactory.create_batch(num_parents)
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print(f"Created {len(programs)} programs.")
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print(f"Created {len(students)} students.")
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print(f"Created {len(parents)} parents.")
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generate_fake_accounts_data(10, 10, 10)
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