Data Structures to Build a DB

The simplest DB could be just appending to a file, O(1) write, O(n) read

If you use a hash map instead, reads would reduce to 0(1)

But your hash map must fit into the memory

And no range queries are possible, eg. selecting a date range

Log structured merge tree (LSM tree)

B Trees