I drastically sped up my inserts by precomputing any defaults on a column and passing them explicitly instead of calculating them on each insert. For example, each row had a timestamp and the timestamp was being calculated on each insert for each row. Since I was inserting them all at the same time I created the timestamp once and passed the value for each row. Easily halved the time it took to insert 20,000 rows.
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