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PostgreSQL analog of SQL Server index(include columns)

Trying to recreate my SQL Server database on PostgreSQL. Everything is ok except I can't find how to recreate this index:

USE [mytablename]  
GO  
CREATE NONCLUSTERED INDEX [myindex]  
ON [dbo].[mytablename] ([col1],[col2])  
INCLUDE ([col3],[col4])  
GO  

Will be very grateful for help.

Alexey

Update:

http://img38.imageshack.us/img38/1071/89013974.png here is db structure star+eav
there is only one query

SELECT this_.id as id0_0_,   
this_.device_id as device2_0_0_,  
this_.time_id as time3_0_0_,  
this_.gps_detail_id as gps4_0_0_   
FROM [scoutserver_data].[dbo].[DataMessage]  this_   
WHERE this_.time_id = 65536 and this_.device_id = 32768  

Maybe it is not optimal atm. And im working on it also. Maybe something like this

SELECT * FROM [scoutserver_data].[dbo].[TimeDimension]   
  INNER JOIN ([scoutserver_data].[dbo].[DeviceDimension]   
  INNER JOIN  [scoutserver_data].[dbo].[DataMessage]   
ON [DeviceDimension].[device_id] =[DataMessage].[device_id])  
ON [TimeDimension].[time_id] = [DataMessage].[time_id]  
WHERE DeviceDimension.serial_id='2' AND TimeDimension.Day=15 AND TimeDimension.Year=2009

Any hints welcome =)

CREATE INDEX myindex ON mytablename (co1l, col2, col3, col4)

PostgreSQL does not support clustered or covering indexes.

Update:

For this query, you'll need to create the suggested index indeed:

SELECT  this_.id as id0_0_,   
        this_.device_id as device2_0_0_,  
        this_.time_id as time3_0_0_,  
        this_.gps_detail_id as gps4_0_0_   
FROM    DataMessage this_   
WHERE   this_.time_id = 65536
        AND this_.device_id = 32768

CREATE INDEX ix_datamessage_time_device_id_detail ON datamessage (time_id, device_id, id, gps_detail_id)

However, your tables seem to be over-normalized to me.

You can keep year, month and day in a single INT field in your table. This will save you a join.

There might be the point of keeping DataMessage and GpsDetails in separate tables if either GpsDetails are rarely linked to the DataMessage (this is, gps_details_id is often set to NULL ), or a GPS details record can be shared between multiple data messages.

It it's not, it will be better to move the GPS details into the data messages table.

PostgreSQL 11 supports included columns. Excerpt from Waiting for PostgreSQL 11 – Indexes with INCLUDE columns and their support in B-tree :

This patch introduces INCLUDE clause to index definition. This clause specifies a list of columns which will be included as a non-key part in the index. The INCLUDE columns exist solely to allow more queries to benefit from index-only scans. Also, such columns don't need to have appropriate operator classes. Expressions are not supported as INCLUDE columns since they cannot be used in index-only scans.

For now, only B-tree indexes support INCLUDE clause.

CREATE INDEX myindex ON mytablename (col1,col2) INCLUDE (col3,col4); 

EDIT:

CREATE INDEX :

[ INCLUDE ( column_name [, ...] ) ]

The optional INCLUDE clause specifies a list of columns which will be included in the index as non-key columns. A non-key column cannot be used in an index scan search qualification, and it is disregarded for purposes of any uniqueness or exclusion constraint enforced by the index. However, an index-only scan can return the contents of non-key columns without having to visit the index's table, since they are available directly from the index entry. Thus, addition of non-key columns allows index-only scans to be used for queries that otherwise could not use them.

Columns listed in the INCLUDE clause don't need appropriate operator classes; the clause can include columns whose data types don't have operator classes defined for a given access method.

Expressions are not supported as included columns since they cannot be used in index-only scans.

Currently, only the B-tree index access method supports this feature. In B-tree indexes, the values of columns listed in the INCLUDE clause are included in leaf tuples which correspond to heap tuples, but are not included in upper-level index entries used for tree navigation.

Support for index-only scanning has now been added to the beta version of PostgreSQL. It means that if an index contains the columns requested in a query, it likely won't need to go to the underlying data. Index-only scanning happens automatically.

Index-only scanning is the main reason for using Included Columns. I don't think postgres (beta or otherwise) supports included columns, so the desired columns will need to be added to the end of the list of columns to index, instead.

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