Which of the following queries would you use?
SELECT count(*) SELECT count(*)
FROM shawarma_purchases FROM shawarma_purchases
WHERE vs. WHERE
YEAR(purchased_at) == '2017' purchased_at >= '2017-01-01' AND
purchased_at <= '2017-31-12'
Answer
SELECT count(*)
FROM shawarma_purchases
WHERE
purchased_at >= '2017-01-01' AND
purchased_at <= '2017-31-12'
When you use a function (YEAR(purchased_at)) it has to scan the whole database as opposed to using indexes and basically the column as it is, in its natural state.