INSTALLATION
Geokit consists of a Gem (geokit-gem) and a Rails plugin (geokit-rails).
1. Install the Rails plugin:
cd [YOUR_RAILS_APP_ROOT]
script/plugin install git://github.com/andre/geokit-rails.git
2. Add this line to your environment.rb
(inside the Rails::Initializer.run do |config| block)
config.gem "geokit"
This informs Rails of the gem dependency.
3. Tell Rails to install the gem:
rake gems:install
And you're good to go! If you're running an older verion of Rails, just install the gem manually: sudo gem install rails
FEATURE SUMMARY
Geokit provides key functionality for location-oriented Rails applications:
- Distance calculations, for both flat and spherical environments. For example,
given the location of two points on the earth, you can calculate the miles/KM
between them.
- ActiveRecord distance-based finders. For example, you can find all the points
in your database within a 50-mile radius.
- IP-based location lookup utilizing hostip.info. Provide an IP address, and get
city name and latitude/longitude in return
- A before_filter helper to geocoder the user's location based on IP address,
and retain the location in a cookie.
- Geocoding from multiple providers. It currently supports Google, Yahoo,
Geocoder.us, and Geocoder.ca geocoders, and it provides a uniform response
structure from all of them. It also provides a fail-over mechanism, in case
your input fails to geocode in one service. Geocoding is provided buy the Geokit
gem, which you must have installed
The goal of this plugin is to provide the common functionality for location-oriented
applications (geocoding, location lookup, distance calculation) in an easy-to-use
package.
A NOTE ON TERMINOLOGY
Throughout the code and API, latitude and longitude are referred to as lat
and lng. We've found over the long term the abbreviation saves lots of typing time.
DISTANCE CALCULATIONS AND QUERIES
If you want only distance calculation services, you need only mix in the Mappable
module like so:
class Location
include Geokit::Mappable
end
After doing so, you can do things like:
Location.distance_between(from, to)
with optional parameters :units and :formula. Values for :units can be :miles,
:kms (kilometers), or :nms (nautical miles) with :miles as the default. Values for :formula can be :sphere or :flat with
:sphere as the default. :sphere gives you Haversine calculations, while :flat
gives the Pythagoreum Theory. These defaults persist through out the plug-in.
You can also do:
location.distance_to(other)
The real power and utility of the plug-in is in its query support. This is
achieved through mixing into an ActiveRecord model object:
class Location < ActiveRecord::Base
acts_as_mappable
end
The plug-in uses the above-mentioned defaults, but can be modified to use
different units and a different formulae. This is done through the :default_units
and :default_formula
keys which accept the same values as mentioned above.
The plug-in creates a calculated column and potentially a calculated condition.
By default, these are known as "distance" but this can be changed through the
:distance_field_name
key.
So, an alternative invocation would look as below:
class Location < ActiveRecord::Base
acts_as_mappable :default_units => :kms,
:default_formula => :flat,
:distance_field_name => :distance
end
You can also define alternative column names for latitude and longitude using
the :lat_column_name
and :lng_column_name
keys. The defaults are 'lat' and
'lng' respectively.
Thereafter, a set of finder methods are made available. Below are the
different combinations:
Origin as a two-element array of latititude/longitude:
find(:all, :origin => [37.792,-122.393])
Origin as a geocodeable string:
find(:all, :origin => '100 Spear st, San Francisco, CA')
Origin as an object which responds to lat and lng methods,
or latitude and longitude methods, or whatever methods you have
specified for lng_column_name
and lat_column_name
:
find(:all, :origin=>my_store) # my_store.lat and my_store.lng methods exist
Often you will need to find within a certain distance. The prefered syntax is:
find(:all, :origin => @somewhere, :within => 5)
. . . however these syntaxes will also work:
find_within(5, :origin => @somewhere)
find(:all, :origin => @somewhere, :conditions => "distance < 5")
Note however that the third form should be avoided. With either of the first two,
Geokit automatically adds a bounding box to speed up the radial query in the database.
With the third form, it does not.
If you need to combine distance conditions with other conditions, you should do
so like this:
find(:all, :origin => @somewhere, :within => 5, :conditions=>['state=?',state])
If :origin is not provided in the finder call, the find method
works as normal. Further, the key is removed
from the :options hash prior to invoking the superclass behavior.
Other convenience methods work intuitively and are as follows:
find_within(distance, :origin => @somewhere)
find_beyond(distance, :origin => @somewhere)
find_closest(:origin => @somewhere)
find_farthest(:origin => @somewhere)
where the options respect the defaults, but can be overridden if
desired.
Lastly, if all that is desired is the raw SQL for distance
calculations, you can use the following:
distance_sql(origin, units=default_units, formula=default_formula)
Thereafter, you are free to use it in find_by_sql as you wish.
There are methods available to enable you to get the count based upon
the find condition that you have provided. These all work similarly to
the finders. So for instance:
count(:origin, :conditions => "distance < 5")
count_within(distance, :origin => @somewhere)
count_beyond(distance, :origin => @somewhere)
FINDING WITHIN A BOUNDING BOX
If you are displaying points on a map, you probably need to query for whatever falls within the rectangular bounds of the map:
Store.find :all, :bounds=>[sw_point,ne_point]
The input to :bounds can be array with the two points or a Bounds object. However you provide them, the order should always be the southwest corner, northeast corner of the rectangle. Typically, you will be getting the sw_point and ne_point from a map that is displayed on a web page.
If you need to calculate the bounding box from a point and radius, you can do that:
bounds=Bounds.from_point_and_radius(home,5)
Store.find :all, :bounds=>bounds
USING INCLUDES
You can use includes along with your distance finders:
stores=Store.find :all, :origin=>home, :include=>[:reviews,:cities] :within=>5, :order=>'distance'
However, ActiveRecord drops the calculated distance column when you use include. So, if you need to
use the distance column, you'll have to re-calculate it post-query in Ruby:
stores.sort_by_distance_from(home)
In this case, you may want to just use the bounding box
condition alone in your SQL (there's no use calculating the distance twice):
bounds=Bounds.from_point_and_radius(home,5)
stores=Store.find :all, :include=>[:reviews,:cities] :bounds=>bounds
stores.sort_by_distance_from(home)
USING :through
You can also specify a model as mappable "through" another associated model. In other words, that associated model is the
actual mappable model with "lat" and "lng" attributes, but this "through" model can still utilize all of the above find methods
to search for records.
class Location < ActiveRecord::Base
belongs_to :locatable, :polymorphic => true
acts_as_mappable
end
class Company < ActiveRecord::Base
has_one :location, :as => :locatable # also works for belongs_to associations
acts_as_mappable :through => :location
end
Then you can still call:
Company.find_within(distance, :origin => @somewhere)
Remember that the notes above about USING INCLUDES apply to the results from this find, since an include is automatically used.
IP GEOCODING
You can obtain the location for an IP at any time using the geocoder
as in the following example:
location = IpGeocoder.geocode('12.215.42.19')
where Location is a GeoLoc instance containing the latitude,
longitude, city, state, and country code. Also, the success
value is true.
If the IP cannot be geocoded, a GeoLoc instance is returned with a
success value of false.
It should be noted that the IP address needs to be visible to the
Rails application. In other words, you need to ensure that the
requesting IP address is forwarded by any front-end servers that
are out in front of the Rails app. Otherwise, the IP will always
be that of the front-end server.
IP GEOCODING HELPER
A class method called geocode_ip_address has been mixed into the
ActionController::Base. This enables before_filter style lookup of
the IP address. Since it is a filter, it can accept any of the
available filter options.
Usage is as below:
class LocationAwareController < ActionController::Base
geocode_ip_address
end
A first-time lookup will result in the GeoLoc class being stored
in the session as :geo_location
as well as in a cookie called
:geo_session
. Subsequent lookups will use the session value if it
exists or the cookie value if it doesn't exist. The last resort is
to make a call to the web service. Clients are free to manage the
cookie as they wish.
The intent of this feature is to be able to provide a good guess as
to a new visitor's location.
INTEGRATED FIND AND GEOCODING
Geocoding has been integrated with the finders enabling you to pass
a physical address or an IP address. This would look the following:
Location.find_farthest(:origin => '217.15.10.9')
Location.find_farthest(:origin => 'Irving, TX')
where the IP or physical address would be geocoded to a location and
then the resulting latitude and longitude coordinates would be used
in the find. This is not expected to be common usage, but it can be
done nevertheless.
ADDRESS GEOCODING
Geocoding is provided by the Geokit gem, which is required for this plugin.
See the top of this file for instructions on installing the Geokit gem.
Geokit can geocode addresses using multiple geocodeing web services.
Currently, Geokit supports Google, Yahoo, and Geocoder.us geocoding
services.
These geocoder services are made available through the following classes:
GoogleGeocoder, YahooGeocoder, UsGeocoder, CaGeocoder, and GeonamesGeocoder.
Further, an additional geocoder class called MultiGeocoder incorporates an ordered failover
sequence to increase the probability of successful geocoding.
All classes are called using the following signature:
include Geokit::Geocoders
location = XxxGeocoder.geocode(address)
where you replace Xxx Geocoder with the appropriate class. A GeoLoc
instance is the result of the call. This class has a "success"
attribute which will be true if a successful geocoding occurred.
If successful, the lat and lng properties will be populated.
Geocoders are named with the naming convention NameGeocoder. This
naming convention enables Geocoder to auto-detect its sub-classes
in order to create methods called name_geocoder(address)
so that
all geocoders are called through the base class. This is done
purely for convenience; the individual geocoder classes are expected
to be used independently.
The MultiGeocoder class requires the configuration of a provider
order which dictates what order to use the various geocoders. Ordering
is done through Geokit::Geocoders::provider_order
, found in
config/initializers/geokit_config.rb
.
If you don't already have a geokit_config.rb
file, the plugin creates one
when it is first installed.
Make sure your failover configuration matches the usage characteristics
of your application -- for example, if you routinely get bogus input to
geocode, your code will be much slower if you have to failover among
multiple geocoders before determining that the input was in fact bogus.
The Geocoder.geocode method returns a GeoLoc object. Basic usage:
loc=Geocoder.geocode('100 Spear St, San Francisco, CA')
if loc.success
puts loc.lat
puts loc.lng
puts loc.full_address
end
REVERSE GEOCODING
Currently, only the Google Geocoder supports reverse geocoding. Pass the lat/lng as a string, array or LatLng instance:
res=Geokit::Geocoders::GoogleGeocoder.reverse_geocode "37.791821,-122.394679"
=> #<Geokit::GeoLoc:0x558ed0 ...
res.full_address
"101-115 Main St, San Francisco, CA 94105, USA"
The address will usually appear as a range, as it does in the above example.
INTEGRATED FIND WITH ADDRESS GEOCODING
Just has you can pass an IP address directly into an ActiveRecord finder
as the origin, you can also pass a physical address as the origin:
Location.find_closest(:origin => '100 Spear st, San Francisco, CA')
where the physical address would be geocoded to a location and then the
resulting latitude and longitude coordinates would be used in the
find.
Note that if the address fails to geocode, the find method will raise an
ActiveRecord::GeocodeError you must be prepared to catch. Alternatively,
You can geocoder the address beforehand, and pass the resulting lat/lng
into the finder if successful.
Auto Geocoding
If your geocoding needs are simple, you can tell your model to automatically
geocode itself on create:
class Store < ActiveRecord::Base
acts_as_mappable :auto_geocode=>true
end
It takes two optional params:
class Store < ActiveRecord::Base
acts_as_mappable :auto_geocode=>{:field=>:address, :error_message=>'Could not geocode address'}
end
. . . which is equivilent to:
class Store << ActiveRecord::Base
acts_as_mappable
before_validation_on_create :geocode_address
private
def geocode_address
geo=Geokit::Geocoders::MultiGeocoder.geocode (address)
errors.add(:address, "Could not Geocode address") if !geo.success
self.lat, self.lng = geo.lat,geo.lng if geo.success
end
end
If you need any more complicated geocoding behavior for your model, you should roll your own
before_validate
callback.
Distances, headings, endpoints, and midpoints
distance=home.distance_from(work, :units=>:miles)
heading=home.heading_to(work) # result is in degrees, 0 is north
endpoint=home.endpoint(90,2) # two miles due east
midpoing=home.midpoint_to(work)
Cool stuff you can do with bounds
bounds=Bounds.new(sw_point,ne_point)
bounds.contains?(home)
puts bounds.center
HOW TO . . .
A few quick examples to get you started ....
How to install the Geokit Rails plugin
(See the very top of this file)
How to find all stores within a 10-mile radius of a given lat/lng
-
ensure your stores table has lat and lng columns with numeric or float
datatypes to store your latitude/longitude
-
use acts_as_mappable
on your store model:
class Store < ActiveRecord::Base
acts_as_mappable
...
end
-
finders now have extra capabilities:
Store.find(:all, :origin =>[32.951613,-96.958444], :within=>10)
How to geocode an address
-
configure your geocoder key(s) in config/initializers/geokit_config.rb
-
also in geokit_config.rb
, make sure that Geokit::Geocoders::provider_order
reflects the
geocoder(s). If you only want to use one geocoder, there should
be only one symbol in the array. For example:
Geokit::Geocoders::provider_order=[:google]
-
Test it out in script/console
include Geokit::Geocoders
res = MultiGeocoder.geocode('100 Spear St, San Francisco, CA')
puts res.lat
puts res.lng
puts res.full_address
... etc. The return type is GeoLoc, see the API for
all the methods you can call on it.
How to find all stores within 10 miles of a given address
-
as above, ensure your table has the lat/lng columns, and you've
applied acts_as_mappable
to the Store model.
-
configure and test out your geocoder, as above
-
pass the address in under the :origin key
Store.find(:all, :origin=>'100 Spear st, San Francisco, CA',
:within=>10)
-
you can also use a zipcode, or anything else that's geocodable:
Store.find(:all, :origin=>'94117',
:conditions=>'distance<10')
How to sort a query by distance from an origin
You now have access to a 'distance' column, and you can use it
as you would any other column. For example:
Store.find(:all, :origin=>'94117', :order=>'distance')
How to elements of an array according to distance from a common point
Usually, you can do your sorting in the database as part of your find call.
If you need to sort things post-query, you can do so:
stores=Store.find :all
stores.sort_by_distance_from(home)
puts stores.first.distance
Obviously, each of the items in the array must have a latitude/longitude so
they can be sorted by distance.
Database Compatability
- Geokit works with MySQL (tested with version 5.0.41) or PostgreSQL (tested with version 8.2.6)
- Geokit does not work with SQLite, as it lacks the necessary geometry functions.
- Geokit is known to not work with Postgres versions under 8.1 -- it uses the least() funciton.
HIGH-LEVEL NOTES ON WHAT'S WHERE
acts_as_mappable.rb
, as you'd expect, contains the ActsAsMappable
module which gets mixed into your models to provide the
location-based finder goodness.
ip_geocode_lookup.rb
contains the before_filter helper method which
enables auto lookup of the requesting IP address.
The Geokit gem provides the building blocks of distance-based operations:
The Mappable module, which provides basic
distance calculation methods, i.e., calculating the distance
between two points.
The LatLng class is a simple container for latitude and longitude, but
it's made more powerful by mixing in the above-mentioned Mappable
module -- therefore, you can calculate easily the distance between two
LatLng ojbects with distance = first.distance_to(other)
GeoLoc represents an address or location which
has been geocoded. You can get the city, zipcode, street address, etc.
from a GeoLoc object. GeoLoc extends LatLng, so you also get lat/lng
AND the Mappable modeule goodness for free.
GOOGLE GROUP
Follow the Google Group for updates and discussion on Geokit: http://groups.google.com/group/geokit
IMPORTANT POST-INSTALLATION NOTES:
1. The configuration file: Geokit for Rails uses a configuration file in config/initializers.
You must add your own keys for the various geocoding services if you want to use geocoding.
If you need to refer to the original template again, see the assets/api_keys_template
file.
2. The gem dependency: Geokit for Rails depends on the Geokit gem. Tell Rails about this
dependency in config/environment.rb
, within the initializer block:
config.gem "geokit"
If you're having trouble with dependencies ....
Try installing the gem manually (sudo gem install geokit), then adding a require 'geokit'
to the top of
vendor/plugins/geokit-rails/init.rb
and/or config/geokit_config.rb
.