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It is strange to hear about innovation in DuckDB - I see that they are gradually re-implementing the stuff already existing in ClickHouse. Sometimes they do a better job at promoting it.


They also do bunch of stuff that ClickHouse can't do, like correlated subqueries [1] or recursive CTEs.

I kinda wish for a database with ClickHouse storage and DuckDB optimizer. At least my experience with ClickHouse is that MergeTree is incredibly good at what it does, but the optimizer hurts.

[1]: https://duckdb.org/2023/05/26/correlated-subqueries-in-sql.h...


That's probably true but the big differentiator was that DuckDB can run in your python process so there's very low fiction to adopt it.

My impression of ClickHouse was that it was more like postgresql in that regard, i.e. OLAP : OLTP as ClickHouse : Postgres as DuckDB : SQLite.

clickhouse-local may have closed the gap on that though. Can you embed it in Python as a library?


> Can you embed it in Python as a library?

https://github.com/chdb-io/chdb

    pip install chdb




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