Why use the SQL Server 2008 geography data type?

Sql Server-2008GeolocationGeocoding

Sql Server-2008 Problem Overview


I am redesigning a customer database and one of the new pieces of information I would like to store along with the standard address fields (Street, City, etc.) is the geographic location of the address. The only use case I have in mind is to allow users to map the coordinates on Google maps when the address cannot otherwise be found, which often happens when the area is newly developed, or is in a remote/rural location.

My first inclination was to store latitude and longitude as decimal values, but then I remembered that SQL Server 2008 R2 has a geography data type. I have absolutely no experience using geography, and from my initial research, it looks to be overkill for my scenario.

For example, to work with latitude and longitude stored as decimal(7,4), I can do this:

insert into Geotest(Latitude, Longitude) values (47.6475, -122.1393)
select Latitude, Longitude from Geotest

but with geography, I would do this:

insert into Geotest(Geolocation) values (geography::Point(47.6475, -122.1393, 4326))
select Geolocation.Lat, Geolocation.Long from Geotest

Although it's not that much more complicated, why add complexity if I don't have to?

Before I abandon the idea of using geography, is there anything I should consider? Would it be faster to search for a location using a spatial index vs. indexing the Latitude and Longitude fields? Are there advantages to using geography that I am not aware of? Or, on the flip side, are there caveats that I should know about which would discourage me from using geography?


Update

@Erik Philips brought up the ability to do proximity searches with geography, which is very cool.

On the other hand, a quick test is showing that a simple select to get the latitude and longitude is significantly slower when using geography (details below). , and a comment on the accepted answer to another SO question on geography has me leery:

> @SaphuA You're welcome. As a sidenote be VERY carefull of using a > spatial index on a nullable GEOGRAPHY datatype column. There are some > serious performance issue, so make that GEOGRAPHY column non-nullable > even if you have to remodel your schema. – Tomas Jun 18 at 11:18

All in all, weighing the likelihood of doing proximity searches vs. the trade-off in performance and complexity, I've decided to forgo the use of geography in this case.


Details of the test I ran:

I created two tables, one using geography and another using decimal(9,6) for latitude and longitude:

CREATE TABLE [dbo].[GeographyTest]
(
	[RowId] [int] IDENTITY(1,1) NOT NULL,
	[Location] [geography] NOT NULL,
	CONSTRAINT [PK_GeographyTest] PRIMARY KEY CLUSTERED ( [RowId] ASC )
) 

CREATE TABLE [dbo].[LatLongTest]
(
	[RowId] [int] IDENTITY(1,1) NOT NULL,
	[Latitude] [decimal](9, 6) NULL,
	[Longitude] [decimal](9, 6) NULL,
	CONSTRAINT [PK_LatLongTest] PRIMARY KEY CLUSTERED ([RowId] ASC)
) 

and inserted a single row using the same latitude and longitude values into each table:

insert into GeographyTest(Location) values (geography::Point(47.6475, -122.1393, 4326))
insert into LatLongTest(Latitude, Longitude) values (47.6475, -122.1393)

Finally, running the following code shows that, on my machine, selecting the latitude and longitude is approximately 5 times slower when using geography.

declare @lat float, @long float,
		@d datetime2, @repCount int, @trialCount int, 
		@geographyDuration int, @latlongDuration int,
		@trials int = 3, @reps int = 100000

create table #results 
(
	GeographyDuration int,
	LatLongDuration int
)

set @trialCount = 0

while @trialCount < @trials
begin

	set @repCount = 0
	set @d = sysdatetime()

	while @repCount < @reps
	begin
		select @lat = Location.Lat,  @long = Location.Long from GeographyTest where RowId = 1
		set @repCount = @repCount + 1
	end

	set @geographyDuration = datediff(ms, @d, sysdatetime())

	set @repCount = 0
	set @d = sysdatetime()

	while @repCount < @reps
	begin
		select @lat = Latitude,  @long = Longitude from LatLongTest where RowId = 1
		set @repCount = @repCount + 1
	end

	set @latlongDuration = datediff(ms, @d, sysdatetime())

	insert into #results values(@geographyDuration, @latlongDuration)

	set @trialCount = @trialCount + 1

end

select * 
from #results

select avg(GeographyDuration) as AvgGeographyDuration, avg(LatLongDuration) as AvgLatLongDuration
from #results

drop table #results

Results:

GeographyDuration LatLongDuration
----------------- ---------------
5146              1020
5143              1016
5169              1030

AvgGeographyDuration AvgLatLongDuration
-------------------- ------------------
5152                 1022

What was more surprising is that even when no rows are selected, for example selecting where RowId = 2, which doesn't exist, geography was still slower:

GeographyDuration LatLongDuration
----------------- ---------------
1607              948
1610              946
1607              947

AvgGeographyDuration AvgLatLongDuration
-------------------- ------------------
1608                 947

Sql Server-2008 Solutions


Solution 1 - Sql Server-2008

If you plan on doing any spatial computation, EF 5.0 allows LINQ Expressions like:

private Facility GetNearestFacilityToJobsite(DbGeography jobsite)
{   
    var q1 = from f in context.Facilities            
             let distance = f.Geocode.Distance(jobsite)
             where distance < 500 * 1609.344     
             orderby distance 
             select f;   
    return q1.FirstOrDefault();
}

Then there is a very good reason to use Geography.

Explanation of spatial within Entity Framework.

Updated with Creating High Performance Spatial Databases

As I noted on Noel Abrahams Answer:

> A note on space, each coordinate is stored as a double-precision floating-point number that is 64 bits (8 bytes) long, and 8-byte binary value is roughly equivalent to 15 digits of decimal precision, so comparing a decimal(9,6) which is only 5 bytes, isn't exactly a fair comparison. Decimal would have to be a minimum of Decimal(15,12) (9 bytes) for each LatLong (total of 18 bytes) for a real comparison.

So comparing storage types:

CREATE TABLE dbo.Geo
(    
geo geography
)
GO

CREATE TABLE dbo.LatLng
(    
	lat decimal(15, 12),   
	lng decimal(15, 12)
)
GO

INSERT dbo.Geo
SELECT geography::Point(12.3456789012345, 12.3456789012345, 4326) 
UNION ALL
SELECT geography::Point(87.6543210987654, 87.6543210987654, 4326) 

GO 10000

INSERT dbo.LatLng
SELECT  12.3456789012345, 12.3456789012345 
UNION
SELECT 87.6543210987654, 87.6543210987654

GO 10000

EXEC sp_spaceused 'dbo.Geo'

EXEC sp_spaceused 'dbo.LatLng'

Result:

name	rows	data	 
Geo		20000   728 KB	 
LatLon	20000   560 KB

The geography data-type takes up 30% more space.

Additionally the geography datatype is not limited to only storing a Point, you can also store LineString, CircularString, CompoundCurve, Polygon, CurvePolygon, GeometryCollection, MultiPoint, MultiLineString, and MultiPolygon and more. Any attempt to store even the simplest of Geography types (as Lat/Long) beyond a Point (for example LINESTRING(1 1, 2 2) instance) will incur additional rows for each point, a column for sequencing for the order of each point and another column for grouping of lines. SQL Server also has methods for the Geography data types which include calculating Area, Boundary, Length, Distances, and more.

It seems unwise to store Latitude and Longitude as Decimal in Sql Server.

Update 2

If you plan on doing any calculations like distance, area, etc, properly calculating these over the surface of the earth is difficult. Each Geography type stored in SQL Server is also stored with a Spatial Reference ID. These id's can be of different spheres (the earth is 4326). This means that the calculations in SQL Server will actually calculate correctly over the surface of the earth (instead of as-the-crow-flies which could be through the surface of the earth).

enter image description here

Solution 2 - Sql Server-2008

Another thing to consider is the storage space taken up by each method. The geography type is stored as a VARBINARY(MAX). Try running this script:

CREATE TABLE dbo.Geo
(
	geo geography

)

GO

CREATE TABLE dbo.LatLon
(
	lat decimal(9, 6)
,	lon decimal(9, 6)

)

GO

INSERT dbo.Geo
SELECT geography::Point(36.204824, 138.252924, 4326) UNION ALL
SELECT geography::Point(51.5220066, -0.0717512, 4326) 

GO 10000

INSERT dbo.LatLon
SELECT  36.204824, 138.252924 UNION
SELECT 51.5220066, -0.0717512

GO 10000

EXEC sp_spaceused 'dbo.Geo'
EXEC sp_spaceused 'dbo.LatLon'

Result:

name	rows	data	 
Geo		20000   728 KB	 
LatLon	20000   400 KB

The geography data-type takes up almost twice as much space.

Solution 3 - Sql Server-2008

    CREATE FUNCTION [dbo].[fn_GreatCircleDistance]
(@Latitude1 As Decimal(38, 19), @Longitude1 As Decimal(38, 19), 
            @Latitude2 As Decimal(38, 19), @Longitude2 As Decimal(38, 19), 
            @ValuesAsDecimalDegrees As bit = 1, 
            @ResultAsMiles As bit = 0)
RETURNS decimal(38,19)
AS
BEGIN
	-- Declare the return variable here
	DECLARE @ResultVar  decimal(38,19)

	-- Add the T-SQL statements to compute the return value here
/*
Credit for conversion algorithm to Chip Pearson
Web Page: www.cpearson.com/excel/latlong.aspx
Email: [email protected]
Phone: (816) 214-6957 USA Central Time (-6:00 UTC)
Between 9:00 AM and 7:00 PM

Ported to Transact SQL by Paul Burrows BCIS
*/
DECLARE  @C_RADIUS_EARTH_KM As Decimal(38, 19)
SET @C_RADIUS_EARTH_KM = 6370.97327862
DECLARE  @C_RADIUS_EARTH_MI As Decimal(38, 19)
SET @C_RADIUS_EARTH_MI = 3958.73926185
DECLARE  @C_PI As Decimal(38, 19)
SET @C_PI =  pi()

DECLARE @Lat1 As Decimal(38, 19)
DECLARE @Lat2 As Decimal(38, 19)
DECLARE @Long1 As Decimal(38, 19)
DECLARE @Long2 As Decimal(38, 19)
DECLARE @X As bigint
DECLARE @Delta As Decimal(38, 19)

If @ValuesAsDecimalDegrees = 1 
Begin
    set @X = 1
END
Else
Begin
    set @X = 24
End 

-- convert to decimal degrees
set @Lat1 = @Latitude1 * @X
set @Long1 = @Longitude1 * @X
set @Lat2 = @Latitude2 * @X
set @Long2 = @Longitude2 * @X

-- convert to radians: radians = (degrees/180) * PI
set @Lat1 = (@Lat1 / 180) * @C_PI
set @Lat2 = (@Lat2 / 180) * @C_PI
set @Long1 = (@Long1 / 180) * @C_PI
set @Long2 = (@Long2 / 180) * @C_PI

-- get the central spherical angle
set @Delta = ((2 * ASin(Sqrt((power(Sin((@Lat1 - @Lat2) / 2) ,2)) + 
    Cos(@Lat1) * Cos(@Lat2) * (power(Sin((@Long1 - @Long2) / 2) ,2))))))
    
If @ResultAsMiles = 1 
Begin
    set @ResultVar = @Delta * @C_RADIUS_EARTH_MI
End
Else
Begin
    set @ResultVar = @Delta * @C_RADIUS_EARTH_KM
End

	-- Return the result of the function
	RETURN @ResultVar

END

Attributions

All content for this solution is sourced from the original question on Stackoverflow.

The content on this page is licensed under the Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license.

Content TypeOriginal AuthorOriginal Content on Stackoverflow
QuestionJeff OgataView Question on Stackoverflow
Solution 1 - Sql Server-2008Erik PhilipsView Answer on Stackoverflow
Solution 2 - Sql Server-2008Noel AbrahamsView Answer on Stackoverflow
Solution 3 - Sql Server-2008Paul BurrowsView Answer on Stackoverflow