I'm trying to create indexes in Amazon Redshift but I received an error
create index on session_log(UserId);
UserId
is an integer field.
If you try and create an index (with a name) on a Redshift table:
create index IX1 on "SomeTable"("UserId");
You'll receive the error
An error occurred when executing the SQL command: create index IX1 on "SomeTable"("UserId") ERROR: SQL command "create index IX1 on "SomeTable"("UserId")" not supported on Redshift tables.
This is because, like other data warehouses, Redshift uses columnar storage, and as a result, many of the indexing techniques (like adding non-clustered indexes) used in other RDBMS aren't applicable.
You do however have the option of providing a single sort key per table, and you can also influence performance with a distribution key for sharding your data, and selecting appropriate compression encodings for each column to minimize storage and I/O overheads.
For example, in your case, you may elect to use UserId
as a sort key:
create table if not exists "SomeTable"
(
"UserId" int,
"Name" text
)
sortkey("UserId");