surrogate vs natural key: hard numbers on performance differences?

Question

There's a healthy debate out there between surrogate and natural keys:

SO Post 1

SO Post 2

My opinion, which seems to be in line with the majority (it's a slim majority), is that you should use surrogate keys unless a natural key is completely obvious and guaranteed not to change. Then you should enforce uniqueness on the natural key. Which means surrogate keys almost all of the time.

Example of the two approaches, starting with a Company table:

1: Surrogate key: Table has an ID field which is the PK (and an identity). Company names are required to be unique by state, so there's a unique constraint there.

2: Natural key: Table uses CompanyName and State as the PK -- satisfies both the PK and uniqueness.

Let's say that the Company PK is used in 10 other tables. My hypothesis, with no numbers to back it up, is that the surrogate key approach would be much faster here.

The only convincing argument I've seen for natural key is for a many to many table that uses the two foreign keys as a natural key. I think in that case it makes sense. But you can get into trouble if you need to refactor; that's out of scope of this post I think.

Has anyone seen an article that compares performance differences on a set of tables that use surrogate keys vs. the same set of tables using natural keys? Looking around on SO and Google hasn't yielded anything worthwhile, just a lot of theorycrafting.

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Important Update: I've started building a set of test tables that answer this question. It looks like this:

• PartNatural - parts table that uses the unique PartNumber as a PK
• PartSurrogate - parts table that uses an ID (int, identity) as PK and has a unique index on the PartNumber
• Plant - ID (int, identity) as PK
• Engineer - ID (int, identity) as PK

Every part is joined to a plant and every instance of a part at a plant is joined to an engineer. If anyone has an issue with this testbed, now's the time.

Answer 1

Natural keys differ from surrogate keys in value, not type.

Any type can be used for a surrogate key, like a VARCHAR for the system-generated slug or something else.

However, most used types for surrogate keys are INTEGER and RAW(16) (or whatever type your RDBMS does use for GUID's),

Comparing surrogate integers and natural integers (like SSN) takes exactly same time.

Comparing VARCHARs make take collation into account and they are generally longer than integers, that making them less efficient.

Comparing a set of two INTEGER is probably also less efficient than comparing a single INTEGER.

On datatypes small in size this difference is probably percents of percents of the time required to fetch pages, traverse indexes, acquite database latches etc.

And here are the numbers (in MySQL):

CREATE TABLE aint (id INT NOT NULL PRIMARY KEY, value VARCHAR(100));
CREATE TABLE adouble (id1 INT NOT NULL, id2 INT NOT NULL, value VARCHAR(100), PRIMARY KEY (id1, id2));
CREATE TABLE bint (id INT NOT NULL PRIMARY KEY, aid INT NOT NULL);
CREATE TABLE bdouble (id INT NOT NULL PRIMARY KEY, aid1 INT NOT NULL, aid2 INT NOT NULL);

INSERT
INTO    aint
SELECT  id, RPAD('', FLOOR(RAND(20090804) * 100), '*')
FROM    t_source;

INSERT
INTO    bint
SELECT  id, id
FROM    aint;

INSERT
INTO    adouble
SELECT  id, id, value
FROM    aint;

INSERT
INTO    bdouble
SELECT  id, id, id
FROM    aint;

SELECT  SUM(LENGTH(value))
FROM    bint b
JOIN    aint a
ON      a.id = b.aid;

SELECT  SUM(LENGTH(value))
FROM    bdouble b
JOIN    adouble a
ON      (a.id1, a.id2) = (b.aid1, b.aid2);

t_source is just a dummy table with 1,000,000 rows.

aint and adouble, bint and bdouble contain exactly same data, except that aint has an integer as a PRIMARY KEY, while adouble has a pair of two identical integers.

On my machine, both queries run for 14.5 seconds, +/- 0.1 second

Performance difference, if any, is within the fluctuations range.

Answer 2

Use both! Natural Keys prevent database corruption. When the "right" natural key, (to eliminate duplicate rows) would perform badly because of length, or number of columns involved, for performance purposes, a surrogate key can be added as well to be used as foreign keys in other tables instead of the natural key... But the natural key should remain as an alternate key or unique index to prevent data corruption and enforece database consistency...