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ORMs for Python
Pythonic Query Language
★ 4.5
Async ORM for Python
★ 4.6
pip install ponypip install tortoise-ormpip install ponypip install tortoise-ormPython data engineers use Pony ORM when they want database queries that read like Python rather than SQL. Queries like `select(u for u in User if u.age > 25)` are translated to optimized SQL at runtime. This makes Pony ORM a good fit for analytics scripts and reporting tools where code readability is a priority.
Data engineers building async data APIs or streaming ingestion services use Tortoise ORM to perform non-blocking database reads and writes within FastAPI or aiohttp applications. Awaiting QuerySet operations keeps the event loop free while the database executes queries, which is critical in high-concurrency data ingestion scenarios.
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