async sqlmodel
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# SQLModel Adoption and Boundaries
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!!! info "Primary sources"
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- [SQLModel documentation](https://sqlmodel.tiangolo.com/)
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- [SQLModel FastAPI session dependency tutorial](https://sqlmodel.tiangolo.com/tutorial/fastapi/session-with-dependency/)
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- [SQLModel release notes](https://sqlmodel.tiangolo.com/release-notes/)
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- [SQLAlchemy asyncio extension](https://docs.sqlalchemy.org/en/21/orm/extensions/asyncio.html)
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??? abstract "Decision metadata"
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- Status: adopted
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- Decision level: advisory
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- Applies to: api-runtime, workers, tests
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- Last reviewed: 2026-06-26
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---
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## Purpose
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Define when and how to use SQLModel in an async FastAPI + SQLAlchemy modernization effort.
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The goal is pragmatic adoption: use SQLModel where it reduces model duplication and improves typing ergonomics, without disrupting established async engine/session lifecycle rules.
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---
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## Scope and Non-Goals
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- In scope: model-layer decisions, integration boundaries, phased adoption strategy.
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- Out of scope: full framework rewrites and all-at-once model migration.
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---
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## Rules
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- Keep SQLAlchemy async primitives as the runtime base: `create_async_engine`, `async_sessionmaker`, and `AsyncSession`.
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- Prefer SQLModel for new domain modules where table models and API schemas would otherwise be duplicated.
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- Migrate by bounded module or feature area; do not force whole-repo conversion in one phase.
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- Keep transaction and session ownership policies identical whether models are SQLAlchemy Declarative or SQLModel.
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- Document explicit reasons when SQLModel is deferred for a module.
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---
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## Recommended Patterns
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### Pattern A: Bounded module adoption
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- Choose one feature slice (for example, billing, projects, or auth profile data).
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- Introduce SQLModel models for that slice only.
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- Keep unchanged modules on existing SQLAlchemy models until a dedicated migration phase.
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### Pattern B: Data model split for API boundaries
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Use distinct models for persistence and external contracts.
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```python
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from sqlmodel import Field, SQLModel
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class UserBase(SQLModel):
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email: str
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display_name: str
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class User(UserBase, table=True):
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id: int | None = Field(default=None, primary_key=True)
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class UserCreate(UserBase):
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pass
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class UserRead(UserBase):
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id: int
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```
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### Pattern C: Keep async lifecycle unchanged
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```python
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from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine
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engine = create_async_engine(settings.database_url, pool_pre_ping=True)
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session_factory = async_sessionmaker(engine, class_=AsyncSession, expire_on_commit=False)
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```
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---
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## Interoperability Notes
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- SQLModel is designed as a thin layer over SQLAlchemy and Pydantic, so mixed codebases are expected during migration.
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- Prefer one query style per module to reduce cognitive overhead.
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- Keep loader strategies explicit in async paths to avoid implicit I/O surprises.
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---
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## Anti-Patterns
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- Treating SQLModel adoption as equivalent to async-session modernization.
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- Rewriting all models at once without rollback checkpoints.
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- Introducing SQLModel in handlers while keeping old global/shared session patterns.
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- Mixing multiple query/session idioms within the same module without clear conventions.
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---
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## Operational Checks
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- Modernized module documents whether it is SQLModel-first or SQLAlchemy-only.
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- Session/transaction ownership remains consistent across both model styles.
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- New model modules use explicit API boundary models where needed.
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---
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## Testing Checks
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- Module-level tests verify CRUD semantics for adopted SQLModel models.
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- API tests verify response/request model behavior for SQLModel-based endpoints.
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- Regression tests confirm unchanged modules continue to function during phased rollout.
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---
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## Migration Notes
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- Start with low-risk bounded domains.
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- Expand only after validation of session lifecycle, transaction behavior, and endpoint correctness.
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- Maintain a tracked backlog of deferred modules with rationale and planned phase.
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