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Re:DuckDB Isn't Just Fast by wenc on Tuesday June 11, 2024 @05:30PM (#40651764)
It’s also the aggregation operation. If there are many unique groups it can take a lot of memory.

Newer DuckDbs are able to handle out of core operations better. But in general just because data fits in memory doesn’t mean the operation will — and as I said 8GB is very limited memory so it will entail spilling to disk.

https://duckdb.org/2024/03/29/external-aggregation.html

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