| name | sqlalchemy-patterns |
| description | FastAPI-specific delta on top of python-foundation:sqlalchemy-patterns: async engine and AsyncSession lifecycle, get_db dependency injection, async-safe lazy loading rules, async Alembic env.py wiring. Used by fastapi-architect (model definitions) and alembic-specialist (column type finalization and migration generation). Activated automatically by fastapi-plugin/stack.md.
Use this skill to:
- Manage async database sessions with AsyncSession and async_sessionmaker.
- Inject sessions into routes via the get_db() dependency.
- Apply async-safe lazy loading (lazy="selectin" or "raise"; never sync lazy loads).
- Integrate async Alembic env.py for migration autogeneration.
Do NOT use this skill for:
- Framework-agnostic model, column, relationship, and querying rules — see python-foundation:sqlalchemy-patterns (load it first).
- FastAPI routing and Pydantic schemas — see fastapi-plugin:fastapi-conventions.
- Alembic migration execution (that's alembic-specialist's job) — this skill covers definitions.
|
SQLAlchemy Patterns for FastAPI (async delta)
Load python-foundation:sqlalchemy-patterns via the Skill tool FIRST. It contains the shared SQLAlchemy 2.0 core: detection, Mapped/mapped_column model definition, column type guidance, select() querying, relationship structure, lazy-strategy overview, and migration metadata rules. This skill covers only the async/FastAPI delta.
Async session setup
from collections.abc import AsyncGenerator
from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine
from app.core.config import settings
engine = create_async_engine(
settings.DATABASE_URL,
echo=False,
pool_pre_ping=True,
pool_size=10,
max_overflow=20,
)
AsyncSessionLocal = async_sessionmaker(
engine,
class_=AsyncSession,
expire_on_commit=False,
)
async def get_db() -> AsyncGenerator[AsyncSession, None]:
async with AsyncSessionLocal() as session:
try:
yield session
await session.commit()
except Exception:
await session.rollback()
raise
Use expire_on_commit=False so that model attributes remain accessible after a commit without triggering lazy loads — important in async contexts where implicit IO is not allowed.
Use pool_pre_ping=True to detect stale connections before use.
The get_db() dependency owns the transaction boundary: it commits on successful yield exit and rolls back on exception. Never call session.commit() in a router handler.
Async querying
Every execution is awaited; statement construction follows the foundation skill.
from sqlalchemy import select
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy.orm import selectinload
from app.users.models import User
async def get_user_by_id(db: AsyncSession, user_id: int) -> User | None:
result = await db.execute(select(User).where(User.id == user_id))
return result.scalar_one_or_none()
async def get_user_with_orders(db: AsyncSession, user_id: int) -> User | None:
result = await db.execute(
select(User)
.options(selectinload(User.orders))
.where(User.id == user_id)
)
return result.scalar_one_or_none()
async def create_user(db: AsyncSession, email: str, hashed_password: str, display_name: str) -> User:
user = User(email=email, hashed_password=hashed_password, display_name=display_name)
db.add(user)
await db.flush()
return user
Async lazy loading rules
The foundation skill defines the lazy-strategy catalog; in async contexts only a subset is safe:
lazy="selectin" — safe; loads collections with a separate SELECT IN query.
lazy="raise" — safe; raises MissingGreenlet if accessed without explicit eager loading, forcing selectinload() at query time. Best for large or rarely-needed collections.
lazy="select" (the SQLAlchemy default) — forbidden: sync lazy load raises in async context. Never leave a relationship() without an explicit lazy=.
lazy="subquery" — forbidden: not supported by async drivers.
Alembic integration (async)
alembic.ini
Point script_location to the alembic/ directory and configure the async database URL:
[alembic]
script_location = alembic
sqlalchemy.url = driver://user:pass@localhost/dbname
The URL in alembic.ini is overridden in env.py — do not put production credentials here.
env.py — async pattern
import asyncio
from logging.config import fileConfig
from alembic import context
from sqlalchemy.ext.asyncio import create_async_engine
from app.core.config import settings
from app.db.base import Base
config = context.config
fileConfig(config.config_file_name)
target_metadata = Base.metadata
def run_migrations_offline() -> None:
context.configure(
url=settings.DATABASE_URL,
target_metadata=target_metadata,
literal_binds=True,
dialect_opts={"paramstyle": "named"},
)
with context.begin_transaction():
context.run_migrations()
async def run_async_migrations() -> None:
connectable = create_async_engine(settings.DATABASE_URL)
async with connectable.connect() as connection:
await connection.run_sync(do_run_migrations)
await connectable.dispose()
def do_run_migrations(connection):
context.configure(connection=connection, target_metadata=target_metadata)
with context.begin_transaction():
context.run_migrations()
def run_migrations_online() -> None:
asyncio.run(run_async_migrations())
if context.is_offline_mode():
run_migrations_offline()
else:
run_migrations_online()
Per the foundation skill's metadata rules, import every model before target_metadata = Base.metadata. The FastAPI convention is an app/db/base.py aggregator:
from app.db.session import Base
from app.users.models import User
from app.orders.models import Order, OrderLine
Async anti-patterns
| Anti-pattern | Problem | Correct approach |
|---|
session.execute(select(...)) without await on AsyncSession | Implicit IO in async — raises MissingGreenlet | Always await session.execute(...) |
session.commit() in a router handler | Couples transport layer to transaction lifecycle | Let the get_db() dependency commit on yield exit |
Bare relationship() with no lazy= | Defaults to lazy="select" (sync lazy load) — raises in async context | Always set lazy="selectin" or lazy="raise" |
lazy="subquery" on any relationship | Not supported by async drivers | lazy="selectin" or query-time selectinload() |