A simple asynchronous ORM for aiosqlite with extensive type hinting.
Project description
CobraORM
CobraORM is a simple, asynchronous ORM for aiosqlite
with a big focus on type hinting and autocompletion.
Tired of constantly having to double check the name of a column in a table? Did you forget that column may be null?
Then CobraORM may be for you!
It currently doesn't have full SQL support, but that may change in the future.
Features
- Create models (tables) with integer, real and text fields (columns);
- Fields can be optional and have a default value;
- Fields may be specified to accept a null value;
- SELECT, DELETE, UPDATE and INSERT statements with proper type hinting according to the respective model;
- Fluent interface (method chaining) construction of statements:
- ORDER BY
- LIMIT
Example usage
Let's start by connecting to an in-memory database:
import aiosqlite
import asyncio
from cobra_orm import Model, Text, Real, Integer
async def connect_to_database():
db_connection = await aiosqlite.connect(":memory:")
return db_connection
async def main():
db_conn = await connect_to_database()
# ... rest of the examples go here ...
await db_conn.close()
if __name__ == "__main__":
asyncio.run(main())
Now we can create a couple tables. We'll be creating an application for an hypothetical library:
# -- SNIP --
class Book(Model):
book_id: Integer = Integer(primary_key=True, unique=True)
title: Text = Text()
genre: Text = Text()
year: Integer = Integer()
class User(Model):
user_id: Integer = Integer(primary_key=True, unique=True)
name: Text = Text(default="John Doe")
favourite_genre: NullableText = NullableText(default=None)
# pass the connection to the db to the models
Book._conn = db_conn
User._conn = db_conn
Let's start by adding some new books:
# -- SNIP --
new_books = [
Book("Automate the Boring Stuff with Python", "Programming", 2019),
Book("Cosmos", "Astronomy", 1980),
Book("1984", "Dystopian Fiction", 1949),
]
await Book.insert(*new_books)
We want to recommend 10 of the most recent books to the user john
:
# -- SNIP --
recommendations = (
await Book.select()
.where(Book.genre == john.favourite_genre)
.order_by(Book.year, desc=True)
.limit(10)
)
Jane seems to have changed her taste:
# -- SNIP --
jane.favourite_genre = "Fiction"
await jane.update()
The following type hints can be inferred by the type checker:
# -- SNIP --
title: str, year: int = await Book.select(Book.title, Book.year)[0]
books: tuple[Book, ...] = await Book.select()
Docs
For further information, check out USAGE.md.
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