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Clustering tables

In PostgreSQL, there is a command called CLUSTER that allows us to rewrite a table in a desired order. It is possible to point to an index and store data in the same order as the index:

test=# \h CLUSTER 
Command: CLUSTER
Description: cluster a table according to an index
Syntax:
CLUSTER [VERBOSE] table_name [ USING index_name ]
CLUSTER [VERBOSE]

The CLUSTER command has been around for many years and serves its purpose well. But, there are some things to consider before blindly running it on a production system:

  • The CLUSTER command will lock the table while it is running. You cannot insert or modify data while CLUSTER is running. This might not be acceptable on a production system.
  • Data can only be organized according to one index. You cannot order a table by postal code, name, ID, birthday, and so on, at the same time. It means that CLUSTER will make sense if there is a search criteria, which is used most of the time.
  • Keep in mind that the example outlined in this book is more of a worst case scenario. In reality, the performance difference between a clustered and a non-clustered table will depend on the workload, the amount of data retrieved, cache hit rates, and a lot more.
  • The clustered state of a table will not be maintained as changes are made to a table during normal operations. Correlation might deteriorate as time goes by.

Here is an example of how to run the CLUSTER command:

test=# CLUSTER t_random USING idx_random;
CLUSTER

Depending on the size of the table, the time needed to cluster will vary.

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