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How can I improve the performance of SQLAlchemy with async?

An example of an AI chatbot conversation about optimizing SQLAlchemy for asynchronous performance.

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You

How can I improve the performance of SQLAlchemy with async?

MagicBuddy
MagicBuddy

To improve SQLAlchemy's performance with async, consider using async session and connection pooling.

😀
You

What are the benefits of using async with SQLAlchemy?

MagicBuddy
MagicBuddy

Async allows for non-blocking database operations, improving throughput and responsiveness in applications.

😀
You

Can you give me an example of using async with SQLAlchemy?

MagicBuddy
MagicBuddy

Sure! Here's a simple example:

from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine
from sqlalchemy.orm import sessionmaker

engine = create_async_engine('postgresql+asyncpg://user:password@localhost/dbname')
AsyncSessionLocal = sessionmaker(bind=engine, class_=AsyncSession)

async def get_data():
    async with AsyncSessionLocal() as session:
        result = await session.execute(select(MyModel))
        return result.scalars().all()
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