From 6b4a12cc1a86cbd51bee176033be9c372fa7043e Mon Sep 17 00:00:00 2001 From: EwoutV Date: Wed, 10 Apr 2024 22:36:02 +0200 Subject: [PATCH] chore: native SQL seeder queries --- .../api/management/commands/seed_db_new.py | 65 ++-- .../api/seeders/providers/fake_provider.py | 4 +- backend/api/seeders/seeder.py | 315 ++++++++++++++++++ backend/db.sqlite3-shm | Bin 0 -> 32768 bytes backend/db.sqlite3-wal | Bin 0 -> 10913912 bytes backend/ypovoli/settings.py | 3 +- 6 files changed, 360 insertions(+), 27 deletions(-) create mode 100644 backend/api/seeders/seeder.py create mode 100644 backend/db.sqlite3-shm create mode 100644 backend/db.sqlite3-wal diff --git a/backend/api/management/commands/seed_db_new.py b/backend/api/management/commands/seed_db_new.py index b3677356..18e0e577 100644 --- a/backend/api/management/commands/seed_db_new.py +++ b/backend/api/management/commands/seed_db_new.py @@ -1,13 +1,16 @@ from random import choices, randint from django.core.management.base import BaseCommand -from api.seeders.faker import faker from authentication.models import User +from api.seeders.faker import faker +from api.seeders.seeder import seed_students, seed_assistants, seed_teachers, seed_courses, seed_projects, seed_groups, \ + seed_submissions from api.models.course import Course from api.models.group import Group from api.models.project import Project from api.models.teacher import Teacher from api.models.student import Student from api.models.assistant import Assistant +from api.models.submission import Submission def _seed_users(num: int = 500): @@ -79,28 +82,42 @@ def _seed_groups(num: int = 3_000): class Command(BaseCommand): help = 'seed the db with data' - amount_of_users = 10_000 - amount_of_courses = 1_000 - amount_of_projects = 1_000 - amount_of_groups = 5_000 + amount_of_students = 50_000 + amount_of_assistants = 5_000 + amount_of_teachers = 1_500 + amount_of_courses = 1_500 + amount_of_projects = 3_000 + amount_of_groups = 3_000 + amount_of_submissions = 3_000 def handle(self, *args, **options): - # Users (Students, Teachers, Assistants) - self.stdout.write('Seeding users...') - _seed_users(self.amount_of_users) - self.stdout.write(self.style.SUCCESS('Seeded users')) - - # Courses - self.stdout.write('Seeding courses...') - _seed_courses(self.amount_of_courses) - self.stdout.write(self.style.SUCCESS('Seeded courses')) - - # Projects - self.stdout.write('Seeding projects...') - _seed_projects(self.amount_of_projects) - self.stdout.write(self.style.SUCCESS('Seeded projects')) - - # Groups - self.stdout.write('Seeding groups...') - _seed_groups(self.amount_of_groups) - self.stdout.write(self.style.SUCCESS('Seeded groups')) + # Reset DB + User.objects.all().delete() + Student.objects.all().delete() + Assistant.objects.all().delete() + Teacher.objects.all().delete() + Course.objects.all().delete() + Project.objects.all().delete() + Submission.objects.all().delete() + + # Seed students + fake = faker() + seed_students(fake, self.amount_of_students, 0) + + # Seed assistants + seed_assistants(fake, self.amount_of_assistants, self.amount_of_students) + + # Seed teachers + seed_teachers(fake, self.amount_of_teachers, self.amount_of_students + self.amount_of_assistants) + + # Seed courses + seed_courses(faker(), self.amount_of_courses) + + # Seed projects + seed_projects(faker(), self.amount_of_projects) + + # Seed groups + seed_groups(faker(), self.amount_of_groups) + + # Seed submissions + seed_submissions(faker(), self.amount_of_submissions) diff --git a/backend/api/seeders/providers/fake_provider.py b/backend/api/seeders/providers/fake_provider.py index 7560392d..c0a5074a 100644 --- a/backend/api/seeders/providers/fake_provider.py +++ b/backend/api/seeders/providers/fake_provider.py @@ -15,7 +15,7 @@ def fake_username(self, first_name: str, last_name: str) -> str: rand = self.random_int(min=self.min_salt, max=self.max_salt) return f"{first_name.lower()}{last_name.lower()}{rand}"[:12] - def fake_user(self, fake, id: int) -> User: + def fake_user(self, fake, id: int, staff_probability: float = 0.001) -> User: """Create a fake user""" return User( id=id, @@ -25,7 +25,7 @@ def fake_user(self, fake, id: int) -> User: email=fake.unique.email(), create_time=timezone.now(), last_enrolled=timezone.now().year, - is_staff=fake.boolean(chance_of_getting_true=0.001) + is_staff=fake.boolean(chance_of_getting_true=staff_probability) ) def fake_course(self, fake, min_year=2022, max_year=2025) -> Course: diff --git a/backend/api/seeders/seeder.py b/backend/api/seeders/seeder.py new file mode 100644 index 00000000..2c651d5c --- /dev/null +++ b/backend/api/seeders/seeder.py @@ -0,0 +1,315 @@ +from random import choice, randint, sample +from functools import wraps +from time import time +from django.db import connection +from django.utils import timezone + + +def timer(func): + """Helper function to estimate view execution time""" + + @wraps(func) + def handle(*args, **kwargs): + start = time() + + result = func(*args, **kwargs) + + print('Seeder {} took {:,.2f} ms'.format( + func.__name__, (time() - start) * 1000 + )) + + return result + + return handle + + +@timer +def seed_users(faker, count: int, offset: int = 0, staff_prob: float = 0.001) -> list[list]: + """Seed users into the database""" + with connection.cursor() as cursor: + users = [ + [ + id, + faker.unique.user_name(), + faker.unique.email(), + faker.first_name(), + faker.last_name(), + timezone.now().year, + timezone.now(), + timezone.now(), + faker.boolean(chance_of_getting_true=staff_prob), + ] for id in range(offset, count + offset) + ] + + cursor.executemany( + "INSERT INTO authentication_user" + "(id, username, email, first_name, last_name, last_enrolled, last_login, create_time, is_staff)" + "VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)", + users + ) + + return users + + +@timer +def seed_students(faker, count: int = 1_000, offset: int = 0) -> None: + """Seed students into the database""" + users = seed_users(faker, count, offset) + + with connection.cursor() as cursor: + students = [ + [user[0], user[0], True] for user in users + ] + + cursor.executemany( + "INSERT INTO api_student(user_ptr_id, student_id, is_active) VALUES (?, ?, ?)", students + ) + + +@timer +def seed_assistants(faker, count: int = 500, offset: int = 0) -> None: + """Seed assistants into the database""" + users = seed_users(faker, count, offset) + + with connection.cursor() as cursor: + assistants = [ + [user[0], True] for user in users + ] + + cursor.executemany( + "INSERT INTO api_assistant(user_ptr_id, is_active) VALUES (?, ?)", assistants + ) + + +@timer +def seed_teachers(faker, count: int = 250, offset: int = 0) -> None: + """Seed assistants into the database""" + users = seed_users(faker, count, offset) + + with connection.cursor() as cursor: + teachers = [ + [user[0], True] for user in users + ] + + cursor.executemany( + "INSERT INTO api_teacher(user_ptr_id, is_active) VALUES (?, ?)", teachers + ) + + +@timer +def seed_courses(faker, count: int = 1_000, year_dev: int = 1, max_students: int = 100, max_teachers: int = 3, + max_assistants: int = 5) -> None: + """Seed courses into the database""" + with connection.cursor() as cursor: + # Fetch existing faculties. + faculties = list( + map(lambda x: x[0], + cursor.execute("SELECT id FROM authentication_faculty").fetchall() + ) + ) + + # Create courses. + courses = [ + [ + faker.catch_phrase(), + faker.paragraph(), + timezone.now().year + choice(range(-year_dev, year_dev)), + choice(faculties) + ] for _ in range(count) + ] + + # Insert courses + cursor.executemany( + "INSERT INTO api_course(name, description, academic_startyear, faculty_id) VALUES (?, ?, ?, ?)", courses + ) + + # Link students, teachers, assistants to courses + student_course = [] + teacher_course = [] + assistant_course = [] + + courses = list( + map(lambda x: x[0], + cursor.execute("SELECT id FROM api_course").fetchall() + ) + ) + + students = list( + map(lambda x: x[0], + cursor.execute("SELECT user_ptr_id FROM api_student").fetchall() + ) + ) + + teachers = list( + map(lambda x: x[0], + cursor.execute("SELECT user_ptr_id FROM api_teacher").fetchall() + ) + ) + + assistants = list( + map(lambda x: x[0], + cursor.execute("SELECT user_ptr_id FROM api_assistant").fetchall() + ) + ) + + for course in courses: + num_students = min(len(students), randint(1, max_students)) + num_assistants = min(len(assistants), randint(1, max_assistants)) + num_teachers = min(len(teachers), randint(1, max_teachers)) + + chosen_students = sample(students, k=num_students) + students = [student for student in students if student not in chosen_students] + student_course.extend( + zip([course] * num_students, chosen_students) + ) + + chosen_assistants = sample(assistants, k=num_assistants) + assistants = [assistant for assistant in assistants if assistant not in chosen_assistants] + assistant_course.extend( + zip([course] * num_assistants, chosen_assistants) + ) + + chosen_teachers = sample(teachers, k=num_teachers) + teachers = [teacher for teacher in teachers if teacher not in chosen_teachers] + teacher_course.extend( + zip([course] * num_teachers, chosen_teachers) + ) + + cursor.executemany( + "INSERT INTO api_student_courses(course_id, student_id) VALUES (?, ?)", student_course + ) + + cursor.executemany( + "INSERT INTO api_teacher_courses(course_id, teacher_id) VALUES (?, ?)", teacher_course + ) + + cursor.executemany( + "INSERT INTO api_assistant_courses(course_id, assistant_id) VALUES (?, ?)", assistant_course + ) + + +@timer +def seed_projects( + faker, + count: int = 1_500, + min_start_date_dev=-100, + max_start_date_dev=100, + min_deadline_dev=1, + max_deadline_dev=100, + visible_prob=80, + archived_prob=10, + score_visible_prob=30, + locked_groups_prob=30, + min_max_score=1, + max_max_score=100, + min_group_size=1, + max_group_size=15 +) -> None: + """Seed projects into the database""" + with connection.cursor() as cursor: + # Fetch existing courses. + courses = list( + map(lambda x: x[0], cursor.execute("SELECT id FROM api_course").fetchall()) + ) + + # Create projects + projects = [ + [ + faker.catch_phrase(), + faker.paragraph(), + timezone.now() + timezone.timedelta( + days=faker.random_int(min=min_start_date_dev, max=max_start_date_dev) + ), + timezone.now() + timezone.timedelta( + days=faker.random_int(min=min_deadline_dev, max=max_deadline_dev) + ), + faker.random_int(min=min_max_score, max=max_max_score), + faker.random_int(min=min_group_size, max=max_group_size), + faker.boolean(chance_of_getting_true=score_visible_prob), + faker.boolean(chance_of_getting_true=locked_groups_prob), + faker.boolean(chance_of_getting_true=visible_prob), + faker.boolean(chance_of_getting_true=archived_prob), + choice(courses) + ] for _ in range(count) + ] + + # Insert projects + cursor.executemany( + "INSERT INTO api_project(name, description, start_date, deadline, " + "max_score, group_size, score_visible, locked_groups, visible, archived, course_id)" + " VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)", + projects + ) + + +@timer +def seed_groups(faker, count: int = 4_000, min_score: int = 0) -> None: + """Seed groups into the database""" + with connection.cursor() as cursor: + # Fetch existing projects. + projects = list( + cursor.execute("SELECT id, max_score FROM api_project").fetchall() + ) + + # Create groups + groups = [] + + for _ in range(count): + project = choice(projects) + + groups.append([ + faker.random_int(min=min_score, max=project[1]), project[0] + ]) + + # Insert groups + cursor.executemany( + "INSERT INTO api_group(score, project_id)" + " VALUES (?, ?)", + groups + ) + + # Add students to groups + student_group = [] + + groups = list( + map(lambda x: x[0], cursor.execute("SELECT id FROM api_group").fetchall()) + ) + + students = list( + map(lambda x: x[0], cursor.execute("SELECT user_ptr_id FROM api_student").fetchall()) + ) + + for group in groups: + num_students = min(len(students), randint(0, 6)) + + chosen_students = sample(students, k=num_students) + students = [student for student in students if student not in chosen_students] + student_group.extend( + zip([group] * num_students, chosen_students) + ) + + cursor.executemany( + "INSERT INTO api_group_students(group_id, student_id) VALUES (?, ?)", student_group + ) + + +@timer +def seed_submissions(faker, count: int = 4_000, struct_check_passed_prob: float = 70): + """Seed submissions into the database""" + with connection.cursor() as cursor: + # Fetch existing groups. + groups = list( + map(lambda group: group[0], cursor.execute("SELECT id FROM api_group").fetchall()) + ) + + # Create submissions + submissions = [ + [faker.date_this_month(), faker.boolean(chance_of_getting_true=struct_check_passed_prob), choice(groups)] + for _ in range(count) + ] + + # Insert submissions + cursor.executemany( + "INSERT INTO api_submission(submission_time, structure_checks_passed, group_id) VALUES (?, ?, ?)", + submissions + ) 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