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Geocoder

Geocoder is a complete geocoding solution for Ruby. With Rails it adds geocoding (by street or IP address), reverse geocoding (find street address based on given coordinates), and distance queries. It's as simple as calling geocode on your objects, and then using a scope like Venue.near("Billings, MT").

Compatibility

  • Supports multiple Ruby versions: Ruby 1.9.3, 2.0.x, 2.1.x, JRuby, and Rubinius.
  • Supports multiple databases: MySQL, PostgreSQL, SQLite, and MongoDB (1.7.0 and higher).
  • Supports Rails 3 and 4. If you need to use it with Rails 2 please see the rails2 branch (no longer maintained, limited feature set).
  • Works very well outside of Rails, you just need to install either the json (for MRI) or json_pure (for JRuby) gem.

Rails 4.1 Note

Due to a change in ActiveRecord's count method you will need to use count(:all) to explicitly count all columns ("*") when using a near scope. Using near and calling count with no argument will cause exceptions in many cases.

Installation

Install Geocoder like any other Ruby gem:

gem install geocoder

Or, if you're using Rails/Bundler, add this to your Gemfile:

gem 'geocoder'

and run at the command prompt:

bundle install

Object Geocoding

ActiveRecord

Your model must have two attributes (database columns) for storing latitude and longitude coordinates. By default they should be called latitude and longitude but this can be changed (see "Model Configuration" below):

rails generate migration AddLatitudeAndLongitudeToModel latitude:float longitude:float
rake db:migrate

For reverse geocoding your model must provide a method that returns an address. This can be a single attribute, but it can also be a method that returns a string assembled from different attributes (eg: city, state, and country).

Next, your model must tell Geocoder which method returns your object's geocodable address:

geocoded_by :full_street_address   # can also be an IP address
after_validation :geocode          # auto-fetch coordinates

For reverse geocoding, tell Geocoder which attributes store latitude and longitude:

reverse_geocoded_by :latitude, :longitude
after_validation :reverse_geocode  # auto-fetch address

Mongoid

First, your model must have an array field for storing coordinates:

field :coordinates, :type => Array

You may also want an address field, like this:

field :address

but if you store address components (city, state, country, etc) in separate fields you can instead define a method called address that combines them into a single string which will be used to query the geocoding service.

Once your fields are defined, include the Geocoder::Model::Mongoid module and then call geocoded_by:

include Geocoder::Model::Mongoid
geocoded_by :address               # can also be an IP address
after_validation :geocode          # auto-fetch coordinates

Reverse geocoding is similar:

include Geocoder::Model::Mongoid
reverse_geocoded_by :coordinates
after_validation :reverse_geocode  # auto-fetch address

Once you've set up your model you'll need to create the necessary spatial indices in your database:

rake db:mongoid:create_indexes

Be sure to read Latitude/Longitude Order in the Notes on MongoDB section below on how to properly retrieve latitude/longitude coordinates from your objects.

MongoMapper

MongoMapper is very similar to Mongoid, just be sure to include Geocoder::Model::MongoMapper.

Mongo Indices

By default, the methods geocoded_by and reverse_geocoded_by create a geospatial index. You can avoid index creation with the :skip_index option, for example:

include Geocoder::Model::Mongoid
geocoded_by :address, :skip_index => true

Bulk Geocoding

If you have just added geocoding to an existing application with a lot of objects you can use this Rake task to geocode them all:

rake geocode:all CLASS=YourModel

Geocoder will print warnings if you exceed the rate limit for your geocoding service. Some services — Google notably — enforce a per-second limit in addition to a per-day limit. To avoid exceeding the per-second limit, you can add a SLEEP option to pause between requests for a given amount of time. You can also load objects in batches to save memory, for example:

rake geocode:all CLASS=YourModel SLEEP=0.25 BATCH=100

Avoiding Unnecessary API Requests

Geocoding only needs to be performed under certain conditions. To avoid unnecessary work (and quota usage) you will probably want to geocode an object only when:

  • an address is present
  • the address has been changed since last save (or it has never been saved)

The exact code will vary depending on the method you use for your geocodable string, but it would be something like this:

after_validation :geocode, if: ->(obj){ obj.address.present? and obj.address_changed? }

Request Geocoding by IP Address

Geocoder adds location and safe_location methods to the standard Rack::Request object so you can easily look up the location of any HTTP request by IP address. For example, in a Rails controller or a Sinatra app:

# returns Geocoder::Result object
result = request.location

The location method is vulnerable to trivial IP address spoofing via HTTP headers. If that's a problem for your application, use safe_location instead, but be aware that safe_location will not try to trace a request's originating IP through proxy headers; you will instead get the location of the last proxy the request passed through, if any (excepting any proxies you have explicitly whitelisted in your Rack config).

Note that these methods will usually return nil in your test and development environments because things like "localhost" and "0.0.0.0" are not an Internet IP addresses.

See Advanced Geocoding below for more information about Geocoder::Result objects.

Location-Aware Database Queries

To find objects by location, use the following scopes:

Venue.near('Omaha, NE, US', 20)    # venues within 20 miles of Omaha
Venue.near([40.71, -100.23], 20)    # venues within 20 miles of a point
Venue.near([40.71, -100.23], 20, :units => :km)
                                   # venues within 20 kilometres of a point
Venue.geocoded                     # venues with coordinates
Venue.not_geocoded                 # venues without coordinates

With geocoded objects you can do things like this:

if obj.geocoded?
  obj.nearbys(30)                      # other objects within 30 miles
  obj.distance_from([40.714,-100.234]) # distance from arbitrary point to object
  obj.bearing_to("Paris, France")      # direction from object to arbitrary point
end

Some utility methods are also available:

# look up coordinates of some location (like searching Google Maps)
Geocoder.coordinates("25 Main St, Cooperstown, NY")
 => [42.700149, -74.922767]

# distance (in miles) between Eiffel Tower and Empire State Building
Geocoder::Calculations.distance_between([47.858205,2.294359], [40.748433,-73.985655])
 => 3619.77359999382

# find the geographic center (aka center of gravity) of objects or points
Geocoder::Calculations.geographic_center([city1, city2, [40.22,-73.99], city4])
 => [35.14968, -90.048929]

Please see the code for more methods and detailed information about arguments (eg, working with kilometers).

Distance and Bearing

When you run a location-aware query the returned objects have two attributes added to them (only w/ ActiveRecord):

  • obj.distance - number of miles from the search point to this object
  • obj.bearing - direction from the search point to this object

Results are automatically sorted by distance from the search point, closest to farthest. Bearing is given as a number of clockwise degrees from due north, for example:

  • 0 - due north
  • 180 - due south
  • 90 - due east
  • 270 - due west
  • 230.1 - southwest
  • 359.9 - almost due north

You can convert these numbers to compass point names by using the utility method provided:

Geocoder::Calculations.compass_point(355) # => "N"
Geocoder::Calculations.compass_point(45)  # => "NE"
Geocoder::Calculations.compass_point(208) # => "SW"

Note: when using SQLite distance and bearing values are provided for interface consistency only. They are not very accurate.

To calculate accurate distance and bearing with SQLite or MongoDB:

obj.distance_to([43.9,-98.6])  # distance from obj to point
obj.bearing_to([43.9,-98.6])   # bearing from obj to point
obj.bearing_from(obj2)         # bearing from obj2 to obj

The bearing_from/to methods take a single argument which can be: a [lat,lon] array, a geocoded object, or a geocodable address (string). The distance_from/to methods also take a units argument (:mi, :km, or :nm for nautical miles).

Model Configuration

You are not stuck with using the latitude and longitude database column names (with ActiveRecord) or the coordinates array (Mongo) for storing coordinates. For example:

geocoded_by :address, :latitude  => :lat, :longitude => :lon # ActiveRecord
geocoded_by :address, :coordinates => :coords                # MongoDB

This means you can geocode multiple addresses as well:

geocoded_by :start_address, latitude: :start_latitude, longitude: :start_longitude
geocoded_by :end_address, latitude: :end_latitude, longitude: :end_longitude

The address method can return any string you'd use to search Google Maps. For example, any of the following are acceptable:

  • "714 Green St, Big Town, MO"
  • "Eiffel Tower, Paris, FR"
  • "Paris, TX, US"

If your model has street, city, state, and country attributes you might do something like this:

geocoded_by :address

def address
  [street, city, state, country].compact.join(', ')
end

For reverse geocoding you can also specify an alternate name attribute where the address will be stored, for example:

reverse_geocoded_by :latitude, :longitude, :address => :location  # ActiveRecord
reverse_geocoded_by :coordinates, :address => :loc                # MongoDB

You can also configure a specific lookup for your model which will override the globally-configured lookup, for example:

geocoded_by :address, :lookup => :yandex

You can also specify a proc if you want to choose a lookup based on a specific property of an object, for example you can use specialized lookups for different regions:

geocoded_by :address, :lookup => lambda{ |obj| obj.geocoder_lookup }

def geocoder_lookup
  if country_code == "RU"
    :yandex
  elsif country_code == "CN"
    :baidu
  else
    :google
  end
end

Advanced Querying

When querying for objects (if you're using ActiveRecord) you can also look within a square rather than a radius (circle) by using the within_bounding_box scope:

distance = 20
center_point = [40.71, 100.23]
box = Geocoder::Calculations.bounding_box(center_point, distance)
Venue.within_bounding_box(box)

This can also dramatically improve query performance, especially when used in conjunction with indexes on the latitude/longitude columns. Note, however, that returned results do not include distance and bearing attributes. Note that #near performs both bounding box and radius queries for speed.

You can also specify a minimum radius (if you're using ActiveRecord and not Sqlite) to constrain the lower bound (ie. think of a donut, or ring) by using the :min_radius option:

box = Geocoder::Calculations.bounding_box(center_point, distance, :min_radius => 10.5)

With ActiveRecord, you can specify alternate latitude and longitude column names for a geocoded model (useful if you store multiple sets of coordinates for each object):

Venue.near("Paris", 50, latitude: :secondary_latitude, longitude: :secondary_longitude)

Advanced Geocoding

So far we have looked at shortcuts for assigning geocoding results to object attributes. However, if you need to do something fancy you can skip the auto-assignment by providing a block (takes the object to be geocoded and an array of Geocoder::Result objects) in which you handle the parsed geocoding result any way you like, for example:

reverse_geocoded_by :latitude, :longitude do |obj,results|
  if geo = results.first
    obj.city    = geo.city
    obj.zipcode = geo.postal_code
    obj.country = geo.country_code
  end
end
after_validation :reverse_geocode

Every Geocoder::Result object, result, provides the following data:

  • result.latitude - float
  • result.longitude - float
  • result.coordinates - array of the above two
  • result.address - string
  • result.city - string
  • result.state - string
  • result.state_code - string
  • result.postal_code - string
  • result.country - string
  • result.country_code - string

If you're familiar with the results returned by the geocoding service you're using you can access even more data (call the #data method of any Geocoder::Result object to get the full parsed response), but you'll need to be familiar with the particular Geocoder::Result object you're using and the structure of your geocoding service's responses. (See below for links to geocoding service documentation.)

Geocoding Service ("Lookup") Configuration

Geocoder supports a variety of street and IP address geocoding services. The default lookups are :google for street addresses and :freegeoip for IP addresses. Please see the listing and comparison below for details on specific geocoding services (not all settings are supported by all services).

To create a Rails initializer with an example configuration:

rails generate geocoder:config

Some common configuration options are:

# config/initializers/geocoder.rb
Geocoder.configure(

  # geocoding service (see below for supported options):
  :lookup => :yandex,

  # IP address geocoding service (see below for supported options):
  :ip_lookup => :maxmind,

  # to use an API key:
  :api_key => "...",

  # geocoding service request timeout, in seconds (default 3):
  :timeout => 5,

  # set default units to kilometers:
  :units => :km,

  # caching (see below for details):
  :cache => Redis.new,
  :cache_prefix => "..."

)

Please see lib/geocoder/configuration.rb for a complete list of configuration options. Additionally, some lookups have their own configuration options, some of which are directly supported by Geocoder. For example, to specify a value for Google's bounds parameter:

# with Google:
Geocoder.search("Paris", :bounds => [[32.1,-95.9], [33.9,-94.3]])

Please see the source code for each lookup to learn about directly supported parameters. Parameters which are not directly supported can be specified using the :params option, by which you can pass arbitrary parameters to any geocoding service. For example, to use Nominatim's countrycodes parameter:

# with Nominatim:
Geocoder.search("Paris", :params => {:countrycodes => "gb,de,fr,es,us"})

You can also configure multiple geocoding services at once, like this:

Geocoder.configure(

  :timeout => 2,
  :cache => Redis.new,

  :yandex => {
    :api_key => "...",
    :timeout => 5
  },

  :baidu => {
    :api_key => "..."
  },

  :maxmind => {
    :api_key => "...",
    :service => :omni
  }

)

The above combines global and service-specific options and could be useful if you specify different geocoding services for different models or under different conditions. Lookup-specific settings override global settings so, for example, in the above the timeout for all lookups would be 2 seconds, except for Yandex which would be 5.

Street Address Services

The following is a comparison of the supported geocoding APIs. The "Limitations" listed for each are a very brief and incomplete summary of some special limitations beyond basic data source attribution. Please read the official Terms of Service for a service before using it.

Google (:google, :google_premier)

  • API key: required for Premier, optional for the free service (if using the free service with API key, https is required. Add :use_https => true to Geocoder.configure)
  • Key signup: https://developers.google.com/maps/documentation/business/
  • Quota: 2,500 requests/day, 100,000 with Google Maps API Premier
  • Region: world
  • SSL support: yes
  • Languages: ar, eu, bg, bn, ca, cs, da, de, el, en, en-AU, en-GB, es, eu, fa, fi, fil, fr, gl, gu, hi, hr, hu, id, it, iw, ja, kn, ko, lt, lv, ml, mr, nl, no, pl, pt, pt-BR, pt-PT, ro, ru, sk, sl, sr, sv, tl, ta, te, th, tr, uk, vi, zh-CN, zh-TW (see http://spreadsheets.google.com/pub?key=p9pdwsai2hDMsLkXsoM05KQ&gid=1)
  • Extra options: :bounds - pass SW and NE coordinates as an array of two arrays to bias results towards a viewport
  • Documentation: http://code.google.com/apis/maps/documentation/geocoding/#JSON
  • Terms of Service: http://code.google.com/apis/maps/terms.html#section_10_12
  • Limitations: "You must not use or display the Content without a corresponding Google map, unless you are explicitly permitted to do so in the Maps APIs Documentation, or through written permission from Google." "You must not pre-fetch, cache, or store any Content, except that you may store: (i) limited amounts of Content for the purpose of improving the performance of your Maps API Implementation..."
  • Notes: To use Google Premier set Geocoder.configure(:lookup => :google_premier, :api_key => [key, client, channel]).

Google Places Details (:google_places_details)

The Google Places Details API is not, strictly speaking, a geocoding service. It accepts a Google place_id and returns address information, ratings and reviews. A place_id can be obtained from the Google Places Autocomplete API and should be passed to Geocoder as the first search argument: Geocoder.search("ChIJhRwB-yFawokR5Phil-QQ3zM", :lookup => :google_places_details).

Yahoo BOSS (:yahoo)

Bing (:bing)

Nominatim (:nominatim)

OpenCageData (:opencagedata)

Yandex (:yandex)

Geocoder.ca (:geocoder_ca)

  • API key: none
  • Quota: ?
  • Region: US and Canada
  • SSL support: no
  • Languages: English
  • Documentation: ?
  • Terms of Service: http://geocoder.ca/?terms=1
  • Limitations: "Under no circumstances can our data be re-distributed or re-sold by anyone to other parties without our written permission."

Geocoder.us (:geocoder_us)

Mapquest (:mapquest)

  • API key: required
  • Key signup: http://developer.mapquest.com/web/products/open
  • Quota: ?
  • HTTP Headers: in order to use the licensed API you can configure the http_headers to include a referer as so: Geocoder.configure(:http_headers => { "Referer" => "http://foo.com" }) You can also allow a blank referer from the API management console via mapquest but it is potentially a security risk that someone else could use your API key from another domain.
  • Region: world
  • SSL support: no
  • Languages: English
  • Documentation: http://www.mapquestapi.com/geocoding/
  • Terms of Service: http://info.mapquest.com/terms-of-use/
  • Limitations: ?
  • Notes: You can specify the licensed API by setting: Geocoder.configure(:mapquest => {:licensed => true}) (defaults to free "open" version)

Ovi/Nokia (:ovi)

Here/Nokia (:here)

ESRI (:esri)

Data Science Toolkit (:dstk)

Data Science Toolkit provides an API whose reponse format is like Google's but which can be set up as a privately hosted service.

Baidu (:baidu)

Geocodio (:geocodio)

SmartyStreets (:smarty_streets)

OKF Geocoder (:okf)

PostcodeAnywhere Uk (:postcode_anywhere_uk)

This uses the PostcodeAnywhere UK Geocode service, this will geocode any string from UK postcode, placename, point of interest or location.

IP Address Services

FreeGeoIP (:freegeoip)

Pointpin (:pointpin)

  • API key: required
  • Quota: 50,000/mo for €9 through 1m/mo for €49
  • Region: world
  • SSL support: yes
  • Languages: English
  • Documentation: https://pointp.in/docs/get-started
  • Terms of Service: https://pointp.in/terms
  • Limitations: ?
  • Notes: To use Pointpin set Geocoder.configure(:ip_lookup => :pointpin, :api_key => "your_pointpin_api_key").

Telize (:telize)

  • API key: none
  • Quota: none
  • Region: world
  • SSL support: no
  • Languages: English
  • Documentation: http://www.telize.com/
  • Terms of Service: ?
  • Limitations: ?

MaxMind Legacy Web Services (:maxmind)

  • API key: required
  • Quota: Request Packs can be purchased
  • Region: world
  • SSL support: yes
  • Languages: English
  • Documentation: http://dev.maxmind.com/geoip/legacy/web-services/
  • Terms of Service: ?
  • Limitations: ?
  • Notes: You must specify which MaxMind service you are using in your configuration. For example: Geocoder.configure(:maxmind => {:service => :omni}).

Baidu IP (:baidu_ip)

IP Address Local Database Services

MaxMind Local (:maxmind_local) - EXPERIMENTAL

This lookup provides methods for geocoding IP addresses without making a call to a remote API (improves speed and availability). It works, but support is new and should not be considered production-ready. Please report any bugs you encounter.

  • API key: none (requires the GeoLite City database which can be downloaded from MaxMind)
  • Quota: none
  • Region: world
  • SSL support: N/A
  • Languages: English
  • Documentation: http://www.maxmind.com/en/city
  • Terms of Service: ?
  • Limitations: ?
  • Notes: There are two supported formats for MaxMind local data: binary file, and CSV file imported into an SQL database. You must download a database from MaxMind and set either the :file or :package configuration option for local lookups to work.

To use a binary file you must add the geoip (or jgeoip for JRuby) gem to your Gemfile or have it installed in your system, and specify the path of the MaxMind database in your configuration. For example:

Geocoder.configure(ip_lookup: :maxmind_local, maxmind_local: {file: File.join('folder', 'GeoLiteCity.dat')})

To use a CSV file you must import it into an SQL database. The GeoLite City and Country packages are supported. Configure like so:

Geocoder.configure(ip_lookup: :maxmind_local, maxmind_local: {package: :city})

You can generate ActiveRecord migrations and download and import data via provided rake tasks:

# generate migration to create tables
rails generate geocoder:maxmind:geolite_city

# download, unpack, and import data
rake geocoder:maxmind:geolite:load PACKAGE=city

You can replace city with country in any of the above tasks, generators, and configurations.

GeoLite2 (:geoip2)

This lookup provides methods for geocoding IP addresses without making a call to a remote API (improves speed and availability). It works, but support is new and should not be considered production-ready. Please report any bugs you encounter.

  • API key: none (requires a GeoIP2 or free GeoLite2 City or Country binary database which can be downloaded from MaxMind)

  • Quota: none

  • Region: world

  • SSL support: N/A

  • Languages: English

  • Documentation: http://www.maxmind.com/en/city

  • Terms of Service: ?

  • Limitations: ?

  • Notes: You must download a binary database file from MaxMind and set the :file configuration option. The CSV format databases are not yet supported since they are still in alpha stage. Set the path to the database file in your configuration:

    Geocoder.configure( ip_lookup: :geoip2, geoip2: { file: File.join('folder', 'GeoLite2-City.mmdb') } )

You must add either the hive_geoip2 gem (native extension that relies on libmaxminddb) or the maxminddb gem (pure Ruby implementation) to your Gemfile or have it installed in your system. The pure Ruby gem (maxminddb) will be used by default. To use hive_geoip2:

Geocoder.configure(
  ip_lookup: :geoip2,
  geoip2: {
    lib: 'hive_geoip2',
    file: File.join('folder', 'GeoLite2-City.mmdb')
  }
)

Caching

It's a good idea, when relying on any external service, to cache retrieved data. When implemented correctly it improves your app's response time and stability. It's easy to cache geocoding results with Geocoder, just configure a cache store:

Geocoder.configure(:cache => Redis.new)

This example uses Redis, but the cache store can be any object that supports these methods:

  • store#[](key) or #get or #read - retrieves a value
  • store#[]=(key, value) or #set or #write - stores a value
  • store#del(url) - deletes a value

Even a plain Ruby hash will work, though it's not a great choice (cleared out when app is restarted, not shared between app instances, etc).

You can also set a custom prefix to be used for cache keys:

Geocoder.configure(:cache_prefix => "...")

By default the prefix is geocoder:

If you need to expire cached content:

Geocoder::Lookup.get(Geocoder.config[:lookup]).cache.expire(:all)  # expire cached results for current Lookup
Geocoder::Lookup.get(:google).cache.expire("http://...")           # expire cached result for a specific URL
Geocoder::Lookup.get(:google).cache.expire(:all)                   # expire cached results for Google Lookup
# expire all cached results for all Lookups.
# Be aware that this methods spawns a new Lookup object for each Service
Geocoder::Lookup.all_services.each{|service| Geocoder::Lookup.get(service).cache.expire(:all)}

Do not include the prefix when passing a URL to be expired. Expiring :all will only expire keys with the configured prefix (won't kill every entry in your key/value store).

For an example of a cache store with URL expiry please see examples/autoexpire_cache.rb

Before you implement caching in your app please be sure that doing so does not violate the Terms of Service for your geocoding service.

Forward and Reverse Geocoding in the Same Model

If you apply both forward and reverse geocoding functionality to the same model (say users can supply an address or coordinates and you want to fill in whatever's missing), you will provide two address methods:

  • one for storing the fetched address (reverse geocoding)
  • one for providing an address to use when fetching coordinates (forward geocoding)

For example:

class Venue

  # build an address from street, city, and state attributes
  geocoded_by :address_from_components

  # store the fetched address in the full_address attribute
  reverse_geocoded_by :latitude, :longitude, :address => :full_address
end

However, there can be only one set of latitude/longitude attributes, and whichever you specify last will be used. For example:

class Venue

  geocoded_by :address,
    :latitude  => :fetched_latitude,  # this will be overridden by the below
    :longitude => :fetched_longitude  # same here

  reverse_geocoded_by :latitude, :longitude
end

The reason for this is that we don't want ambiguity when doing distance calculations. We need a single, authoritative source for coordinates!

Once both forward and reverse geocoding has been applied, it is possible to call them sequentially.

For example:

class Venue

  after_validation :geocode, :reverse_geocode

end

For certain geolocation services such as Google geolocation API this may cause issues during subsequent updates to database records if the longtitude and latitude coordinates cannot be associated known location address (on a large body of water for example). On subsequent callbacks the following call:

 after_validation :geocode

will alter the longtitude and latitude attributes based on the location field, which would be the closest known location to the original coordinates. In this case it is better to add conditions to each call, as not to override coordinates that do not have known location addresses associated with them.

For example:

class Venue

  after_validation :reverse_geocode, :if => :has_coordinates
  after_validation :geocode, :if => :has_location, :unless => :has_coordinates

end

Use Outside of Rails

You can use Geocoder outside of Rails by calling the Geocoder.search method:

results = Geocoder.search("McCarren Park, Brooklyn, NY")