问题

Setup

I'm using Single Table Inheritance (STI) in Rails simplified to the following:

class Vehicle
  belongs_to :user
end

class Car < Vehicle
end

class Plane < Vehicle
end

Each record in the vehicles table will have a type column set to either 'Car' or 'Plane' in addition to the user_id foreign key. It could also have additional values if more vehicle types are added, however, type will always have a much lower cardinality than user_id. Just as in real life, I expect this table to contain many more Cars.

There is a compound index on [:user_id, :type] (in that order) and these records are looked up by their subclasses.

Question(s)

I believe that in the worst case of no Planes, the index will be used since user_id is first and the second part will essentially be ignored. In this case a single index would have a super small benefit in that it's not maintaining the compound second column.

What happens in the case where there's an equal split?

Will the index cut the records in half and thus have a decent effect?
Will the cost of the database maintaining a compound index over a single one (i.e. just user_id) exceed or negate any savings?

Example SQL

An example ActiveRecord call would be Car.where(user_id: 10) which generates the following SQL:

SELECT `vehicles`.* FROM `vehicles` WHERE `vehicles`.`type` IN ('Car')
  AND `vehicles`.`user_id` = 10

回答1:

The cost of maintaining an index (single-column or multi-column) is almost always outweighed by the performance improvement when that index is used. It is a small increment on each INSERT/DELETE, plus a cost if changing the value of an indexed field via UPDATE. (The UPDATE case is rare.) So, don't worry about the cost of "maintaining a compound index".

WHERE `vehicles`.`type` IN ('Car')
  AND `vehicles`.`user_id` = 10

needs INDEX(user_id, type).

The optimizer will

discover that that index is a possible candidate,
check some statistics, then
either use the index, or decide the cardinality is poor and simply scan the table.

Include the index; don't worry about it.

I ordered the fields that way, not (type, user_id) based on your IN, which implies that you might sometimes have multiple values for type.

If all rows in the table have type = 'Car', no problem. Everything I have said still applies. The waste of including the unnecessary type is insignificant.

It is better to have all "=" column(s) first in an index, then at most one other field. Further discussion here.

来源：https://stackoverflow.com/questions/33486907/will-a-compound-index-with-a-second-column-of-low-cardinality-effect-performance

标签

mysql