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33 changes: 33 additions & 0 deletions docs/advanced/sa-column.md
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# SQLAlchemy Columns

In some cases you may need more control over the columns generated by SQLModel, this can be done by using the `sa_column`, `sa_column_args`, and `sa_column_kwargs` arguments when creating the `Field` object.

There are many use cases for this, but ones where this is particularity useful is when you want more advanced defaults for values than what is easy to implement with Pydantic, such `created_at` or `update_at` timestamps for rows.().

## Columns for Timestamps

Two ways of implementing `created_at` timestamps with Pydantic are [default factories](https://pydantic-docs.helpmanual.io/usage/models/#field-with-dynamic-default-value) and [validators](https://pydantic-docs.helpmanual.io/usage/validators/#validate-always), however there's no straightforward way to have an `update_at` timestamp.

The SQLAlchemy docs describe how `created_at` timestamps can be automatically set with either [default](https://docs.sqlalchemy.org/en/14/core/defaults.html#python-executed-functions) or [server-default](https://docs.sqlalchemy.org/en/14/core/defaults.html#server-invoked-ddl-explicit-default-expressions) functions, by using `sa_column=Column(...)` as described in the SQLAlchemy documentation we can achieve the same behaviour:

```{.python .annotate hl_lines="8 12"}
{!./docs_src/advanced/sa_column/tutorial001.py[ln:9-21]!}
```

Above we are saying that the `registered_at` column should have a `server_default` value of `func.now()` (see full code for imports), which means that if there is no provided value then the current time will be the recorded value for that row.

As there is a value there now, then it will not be changed automatically in the future.

The `updated_at` column has an `onupdate` value of `func.now()`, this means that each time an `UPDATE` is performed, the function will be executed, meaning that the timestamp changes whenever a change is made to the row.

!!! warning
The difference between client-side python functions, server-side ddl expressions, and server-side implicit defaults is important in some situations but too in-depth to go into here. Check the SQL and SQLAlchemy docs for more information.

<details>
<summary>👀 Full file preview</summary>

```Python
{!./docs_src/advanced/sa_column/tutorial001.py!}
```

</details>
Empty file.
74 changes: 74 additions & 0 deletions docs_src/advanced/sa_column/tutorial001.py
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from datetime import datetime
from time import sleep
from typing import Optional

from sqlalchemy import Column, DateTime, func
from sqlmodel import Field, Session, SQLModel, create_engine, select


class Hero(SQLModel, table=True):
id: Optional[int] = Field(default=None, primary_key=True)
name: str
secret_name: str
age: Optional[int] = None

registered_at: datetime = Field(
sa_column=Column(DateTime(timezone=False), server_default=func.now())
)

updated_at: Optional[datetime] = Field(
sa_column=Column(DateTime(timezone=False), onupdate=func.now())
)


sqlite_file_name = "database.db"
sqlite_url = f"sqlite:///{sqlite_file_name}"

engine = create_engine(sqlite_url, echo=True)


def create_db_and_tables():
SQLModel.metadata.create_all(engine)


def create_heroes():
hero_1 = Hero(name="Deadpond", secret_name="Dive Wilson")
hero_2 = Hero(name="Spider-Boy", secret_name="Pedro Parqueador")
hero_3 = Hero(name="Rusty-Man", secret_name="Tommy Sharp", age=48)

session = Session(engine)

session.add(hero_1)
session.add(hero_2)
session.add(hero_3)

session.commit()

session.close()


def update_hero_age(new_secret_name):
with Session(engine) as session:
statement = select(Hero).where(Hero.name == "Spider-Boy")
results = session.exec(statement)
hero = results.one()
print("Hero:", hero)

hero.secret_name = new_secret_name
session.add(hero)
session.commit()
session.refresh(hero)
print("Updated hero:", hero)


def main():
create_db_and_tables()
create_heroes()
sleep(1)
update_hero_age("Arachnid-Lad")
sleep(1)
update_hero_age("The Wallclimber")


if __name__ == "__main__":
main()
1 change: 1 addition & 0 deletions mkdocs.yml
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Expand Up @@ -85,6 +85,7 @@ nav:
- Advanced User Guide:
- advanced/index.md
- advanced/decimal.md
- advanced/sa-column.md
- alternatives.md
- help.md
- contributing.md
Expand Down