I tried removing the index from the part_master table and got the same result

Since all the data is in the partitions, the part_master table is empty, so the index is not useful for your query.

myDB=# explain SELECT min(logdate) FROM part_master;

        Proposals :

1- Use plpgsql to parse the system catalogs, get the list of partitions, and issue a min() query against each 2- Since dates tend to be incrementing, I guess the minimum date must not be changing that often (unless you delete rows) ; therefore if you need that information often I suggest a trigger that updates a separate table which keeps the min_date (perhaps global or for each client, you choose).

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