I've been too smart for my own good trying to type columns, on the theory
that it would later increase performance by having more efficient
comparators in place. So if a string represents an integer, I would convert
it to an integer and declare the column as such. Same for LONG.

What I found is that during the write operation, the type conversion kills
the performance. It's really not too trivial amount of time.

Has anyone had a similar experience?

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