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ORMs for Python
Async SQLAlchemy ORM
★ 4.4
Async ORM for Python
★ 4.6
pip install ginopip install tortoise-ormpip install ginopip install tortoise-ormEngineers use Gino in async Python services that need PostgreSQL access without the overhead of a full ORM. Because Gino is built on raw asyncpg, it delivers near-native query performance — making it a good fit for high-throughput data ingestion APIs where every millisecond of database latency matters.
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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