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Database Indexes
for Fun and Speed

Ian Whitney whit0694@umn.edu @ian_whitney (Slack)


Imagine An Unsorted Phonebook

Row Last Name First Name Middle Initial
1 Miller Jessica E
2 Grant Anna C
3 White Beryl D
4 Williams Steven R
5 Grant Charlotte A
6 Whitney Ian M
7 White Arthur D

Let's query that Phonebook

select * from phone_book where last_name = 'Whitney'

^The database has no way of knowing where these records are.

^So all it can do is pull the entire table from disk into memory and check each row.


Let's add an index

create index phone_book_last_name on phone_book(last_name);
Last Name Row
Grant 2
Grant 5
Miller 1
White 3
White 7
Whitney 6
Williams 4

^An index creates a Database structure that orders the data by the indexed field

^It's now easy for the database to find all rows with a last name of Whitney.


But Looking By Last Name Sucks

select * from phone_book where last_name = 'Whitney' and first_name = 'Ian';

^The database has to pull all Whitneys from disk and then find the ones that match by first name.


We could add another index

create index phone_book_first_name on phone_book(first_name);
First Name Row
Anna 2
Arthur 7
Beryl 3
Charlotte 5
Ian 6
Jessica 1
Steven 4

This is probably better

But...

  • Your database now has to maintain two indexes
  • And none of your users ever query by just first name
    • It's always last name & first name

Let's add a better index

create index phone_book_first_last_name on phone_book(first_name, last_name);
Last Name First Name Row
Grant Anna 2
Grant Charlotte 5
Miller Jessica 1
White Arthur 7
White Beryl 3
Whitney Ian 6
Williams Steven 4

Which Index Gets Used?

We now have 3 indexes. Which of them get used?


Query by last_name, first_name

select * from phone_book where last_name = 'Whitney' and first_name = 'Ian';

Uses: phone_book_first_last_name

^Nothing surprising here. The index we created for this kind of query is used by this query


Query just by first name

select * from phone_book where first_name = 'Ian';

Uses: phone_book_first_name

^This would use our first_name index. But no one does this. So delete the index. It's just taking up space and slowing things down.


Query just by last name

select * from phone_book where last_name = 'Whitney'

Uses: phone_book_first_last_name

^The last/first name index offers the same sort as our last name index.

^It's sorted by last name first, so it's easy for the DB to identify what rows to pull from disk.


The Rule

If the column(s) in your where clause are the left-most columns in a multi-column index: 👍

create index phone_book_last_first_name on phone_book(last_name, first_name);

where last_name = 'Whitney'
where last_name = 'Whitney' and first_name = 'Ian'
where first_name = 'Ian'


Delete that last name index!

It's redundant

Slides:

https://z.umn.edu/indexes

Video that taught me a bunch:

https://z.umn.edu/index_talk

About

A lightning talk on db indexes and how to spot redundant ones

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