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by alclol 543 days ago
Two ideas you might like:

Debezium + Arrow Flight: Use Debezium as a library to grab PostgreSQL CDC events and stream them into Arrow for super-fast, columnar processing. Works great with Polars or DuckDB.

RisingWave: This is a lightweight stream processor that connects directly to Postgres CDC, lets you write SQL for transformations, and keeps everything updated in real-time. No Kafka or heavy setups required.