|
| 1 | +"""This module initializes the database.""" |
| 2 | + |
| 3 | +import warnings |
| 4 | + |
| 5 | +import numpy as np |
| 6 | +from sqlalchemy_utils import database_exists |
| 7 | +from sqlmodel import Session, SQLModel |
| 8 | + |
| 9 | +from desdeo.api.config import SettingsConfig |
| 10 | +from desdeo.api.db import engine |
| 11 | +from desdeo.api.models import ( |
| 12 | + ProblemDB, |
| 13 | + User, |
| 14 | + UserRole, |
| 15 | + |
| 16 | +) |
| 17 | +from desdeo.api.models.gdm.gdm_aggregate import Group |
| 18 | +from desdeo.api.routers.user_authentication import get_password_hash |
| 19 | +from desdeo.problem.testproblems import river_pollution_problem_discrete |
| 20 | + |
| 21 | +problems = [river_pollution_problem_discrete(five_objective_variant=False)] |
| 22 | + |
| 23 | +num_analysts = 1 |
| 24 | +num_dms = 2 |
| 25 | + |
| 26 | +usernames_analyst = [f"analyst{i + 1}" for i in range(num_analysts)] |
| 27 | +usernames_dm = [f"dm{i + 1}" for i in range(num_dms)] |
| 28 | + |
| 29 | +user_owner = User( |
| 30 | + id="1", |
| 31 | + username=usernames_analyst[0], |
| 32 | + password_hash=get_password_hash("12345"), |
| 33 | + role=UserRole.analyst, |
| 34 | + group="test", |
| 35 | +) |
| 36 | + |
| 37 | +id_user = 1 |
| 38 | +if __name__ == "__main__": |
| 39 | + if SettingsConfig.debug: |
| 40 | + # debug stuff |
| 41 | + |
| 42 | + print("Creating database tables.") |
| 43 | + if not database_exists(engine.url): |
| 44 | + SQLModel.metadata.create_all(engine) |
| 45 | + else: |
| 46 | + warnings.warn("Database already exists. Clearing it.", stacklevel=1) |
| 47 | + # Drop all tables |
| 48 | + SQLModel.metadata.reflect(bind=engine) |
| 49 | + SQLModel.metadata.drop_all(bind=engine) |
| 50 | + SQLModel.metadata.create_all(engine) |
| 51 | + print("Database tables created.") |
| 52 | + |
| 53 | + with Session(engine) as session: |
| 54 | + for user in usernames_analyst: |
| 55 | + user_analyst = User( |
| 56 | + id=str(id_user), |
| 57 | + username=user, |
| 58 | + password_hash=get_password_hash( |
| 59 | + "12345" |
| 60 | + ), |
| 61 | + role=UserRole.analyst, |
| 62 | + group="test", |
| 63 | + group_ids=[1], |
| 64 | + ) |
| 65 | + session.add(user_analyst) |
| 66 | + session.commit() |
| 67 | + session.refresh(user_analyst) |
| 68 | + id_user += 1 |
| 69 | + |
| 70 | + for user in usernames_dm: |
| 71 | + user_dm = User( |
| 72 | + id=str(id_user), |
| 73 | + username=user, |
| 74 | + password_hash=get_password_hash( |
| 75 | + "12345" |
| 76 | + ), |
| 77 | + role=UserRole.dm, |
| 78 | + group="test", |
| 79 | + group_ids=[1], |
| 80 | + ) |
| 81 | + session.add(user_dm) |
| 82 | + session.commit() |
| 83 | + session.refresh(user_dm) |
| 84 | + id_user += 1 |
| 85 | + |
| 86 | + rng = np.random.default_rng(seed=42) |
| 87 | + |
| 88 | + for problem in problems: |
| 89 | + #Add the problem to the analyst1 |
| 90 | + problem_db = ProblemDB.from_problem(problem, user_owner) |
| 91 | + session.add(problem_db) |
| 92 | + session.commit() |
| 93 | + session.refresh(problem_db) |
| 94 | + |
| 95 | + # Create a group for GDM testing |
| 96 | + group_name = "tingalinga" |
| 97 | + group = Group( |
| 98 | + name=group_name, |
| 99 | + owner_id=1, |
| 100 | + user_ids=[2,3], |
| 101 | + problem_id=1, |
| 102 | + ) |
| 103 | + |
| 104 | + group.model_rebuild() |
| 105 | + |
| 106 | + |
| 107 | + session.add(group) |
| 108 | + session.commit() |
| 109 | + session.refresh(group) |
| 110 | + session.close() |
| 111 | + |
| 112 | + else: |
| 113 | + # deployment stuff |
| 114 | + pass |
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