October 5, 2022

Robotic Notes

All technology News

Serial type versus identity columns in PostgreSQL and TypeORM

5 min read


So far on this blog, we’ve used the serial type to define autoincrementing ids for our tables. However, TypeORM started fully supporting identity columns very recently. Since PostgreSQL official recommends using them, it is a good time to go through both approaches and compare them.

Serial type

The serial data type allows us to generate unique integer numbers automatically. Therefore, it comes in handy when declaring a primary key for our table.

The above does a few things for us. First, it creates a sequence.

Sequences

A sequence is a kind of database object that generates a series of integers based on a specification.

When we open the pgAdmin tool, we can find our sequence under Sequences on the left sidebar.

We could define such a sequence ourselves by running the following query:

There are a few things to note above. Each time we get a new value from the sequence, our sequence increments by one. We could specify a negative value to define a descending sequence instead.

By default, using the types gives us a sequence with a maximum value of 2147483647, which equals 231 – 1. However, we can use the type instead if we want a more extensive sequence. The above gives us a sequence with a maximum value of 9223372036854775807, which equals 2⁶³ − 1.

The option specifies how many numbers should be preallocated in memory for faster access. The default value is 1.

Because the sequence is not cycled, getting a new value from the sequence after reaching its maximum results in error. We could prevent that by using the option. When a cycled sequence reaches its limits, the next generated value is the minimum.

Of our cycled sequence is descending, the next generated value after the limit is the maximum.

An important part of the sequence created by the keyword is the clause. Because of that, the sequence is also dropped if we drop the associated column or the whole table.

Manipulating sequences

There are a few important functions that we need to know when manipulating our sequences.

The most important function is the . It advances our sequence and returns the new value. Because of that, using results in the following:

The above can result in some issues, though. For example, nothing stops us from defining the id manually when inserting the entity.

If we get back to relying on the default sequence value, at some point, the current value of our sequence might equal 10.

We can always check the current value of our sequence using .

If the value of our sequence at this point equals 10, we get an error:

ERROR: duplicate key value violates unique constraint “posts_pkey”
DETAIL: Key (id) = (10) already exists.

We can also manually change the current value of our sequence using the function. For example, we can do the following:

When we do the above and insert a post, it will have an id of 101.

Using the serial data type with TypeORM

To use the serial data type with TypeORM, we can use the without additional arguments.

Doing the above sets the strategy to by default and causes TypeORM to use the serial data type.

The identity columns

We can deal with many issues of the serial type using the identity columns. As opposed to the serial type, the identity columns are compliant with the SQL standard.

Doing the above causes the to be the identity column. Moreover, it has an implicit sequence attached to it:

We can provide different properties of the sequence when defining our identity column. For example, we can make it increment by 2 instead of 1.

With the way we’ve defined the identity column, we can still omit the default value and pass an id.

We need to adjust our table definition a bit to fix the above issue.

Thanks to using instead of trying to define an id explicitly results in an error:

ERROR: cannot insert a non-DEFAULT value into column “id”
DETAIL: Column “id” is an identity column defined as GENERATED ALWAYS.

We could still force an id using the statement, though:

Using identity columns created with the clause makes us less likely to do the above by mistake and mess with our ids.

Identity columns with TypeORM

To use identity columns that have the clause with TypeORM, we need to use the decorator with additional arguments.

Make sure to have a TypeORM version of at least 0.2.42 from 16th February of 2022.

The above code defines the as an identity column with the clause. If we want to use instead, we need to use .

Summary

We’ve gone through both the serial data type and the identity columns in this article. We’ve also had to learn more about sequences to understand how they work. We can safely assume that we should use the identity columns over the serial data type with all that knowledge. We need to remember that we need PostgreSQL 10+ and the latest version of the TypeORM library. Using identity columns instead of the serial data type helps us care more about the integrity of our database.



Source link