GeoFire is an open-source library for Android that allows you to store and query a set of keys based on their geographic location.
At its heart, GeoFire simply stores locations with string keys. Its main benefit however, is the possibility of querying keys within a given geographic area - all in realtime.
GeoFire uses the Firebase Realtime Database for data storage, allowing query results to be updated in realtime as they change. GeoFire selectively loads only the data near certain locations, keeping your applications light and responsive, even with extremely large datasets.
GeoFire clients are also available for other languages:
GeoFire is designed as a lightweight add-on to the Firebase Realtime Database. However, to keep things simple, GeoFire stores data in its own format and its own location within your Firebase database. This allows your existing data format and security rules to remain unchanged and for you to add GeoFire as an easy solution for geo queries without modifying your existing data.
Assume you are building an app to rate bars and you store all information for a
bar, e.g. name, business hours and price range, at /bars/<bar-id>. Later, you
want to add the possibility for users to search for bars in their vicinity. This
is where GeoFire comes in. You can store the location for each bar using
GeoFire, using the bar IDs as GeoFire keys. GeoFire then allows you to easily
query which bar IDs (the keys) are nearby. To display any additional information
about the bars, you can load the information for each bar returned by the query
at /bars/<bar-id>.
In order to use GeoFire in your project, you need to add the Firebase Android SDK. After that you can include GeoFire with one of the choices below.
Add a dependency for GeoFire to your app's buildozer.spec file.
requirements = sjgeofire
android.gradle_dependencies =
# Full GeoFire library for Realtime Database users
com.firebase:geofire-android:3.2.0,
# GeoFire utililty functions for Cloud Firestore users who
# want to implement their own geo solution, see:
# https://firebase.google.com/docs/firestore/solutions/geoqueries
com.firebase:geofire-android-common:3.2.0
pip install sjgeofireThere are two ways to use GeoFire:
- GeoFire - an end-to-end solution for adding simple geo queries to apps using Firebase Realtime Database.
- GeoFireUtils - a set of utilities that make it simple to build a geo query solution for any app, such as those using Cloud Firestore.
A GeoFire object is used to read and write geo location data to your Firebase
database and to create queries. To create a new GeoFire instance you need to attach it to a Firebase database
reference.
from sjgeofire.jclass.geofire import GeoFire
from sjfirebase.jclass.database import SJFirebaseDatabase
ref = SJFirebaseDatabase.get_db().getReference("path/to/geofire")
geoFire = GeoFire(ref)Note that you can point your reference to anywhere in your Firebase database, but don't forget to setup security rules for GeoFire.
In GeoFire you can set and query locations by string keys. To set a location for
a key simply call the setLocation method. The method is passed a key
as a string and the location as a GeoLocation object containing the location's latitude and longitude:
from sjgeofire.jclass.geolocation import GeoLocation
geoFire.setLocation("firebase-hq", GeoLocation(37.7853889, -122.4056973))To check if a write was successfully saved on the server, you can add a
GeoFire.CompletionListener to the setLocation call:
from sjgeofire.jinterface.completion import CompletionListener
listener = CompletionListener(
lambda key, error: (
print("Location saved on server successfully!")
if not error else
print(f"There was an error saving the location to GeoFire: {error}")
)
)
geoFire.setLocation("firebase-hq", GeoLocation(37.7853889, -122.4056973), listener)To remove a location and delete it from the database simply pass the location's key to removeLocation:
geoFire.removeLocation("firebase-hq")Retrieving a location for a single key in GeoFire happens with callbacks:
from sjgeofire.jinterface.locationcallback import LocationCallback
callback = LocationCallback(
on_location_result=lambda key, location: (
print(f"The location for key {key} is [{location.latitude} {location.longitude}]")
if location else
print(f"There is no location for key {key} in GeoFire")
),
on_cancelled=lambda error: (
print(f"There was an error getting the GeoFire location: {error}")
)
)
geoFire.getLocation("firebase-hq", callback)GeoFire allows you to query all keys within a geographic area using GeoQuery
objects. As the locations for keys change, the query is updated in realtime and fires events
letting you know if any relevant keys have moved. GeoQuery parameters can be updated
later to change the size and center of the queried area.
# creates a new query around [37.7832, -122.4056] with a radius of 0.6 kilometers
geoQuery = geoFire.queryAtLocation(GeoLocation(37.7832, -122.4056), 0.6)There are five kinds of "key" events that can occur with a geo query:
- Key Entered: The location of a key now matches the query criteria.
- Key Exited: The location of a key no longer matches the query criteria.
- Key Moved: The location of a key changed but the location still matches the query criteria.
- Query Ready: All current data has been loaded from the server and all initial events have been fired.
- Query Error: There was an error while performing this query, e.g. a violation of security rules.
Key entered events will be fired for all keys initially matching the query as well as any time afterwards that a key enters the query. Key moved and key exited events are guaranteed to be preceded by a key entered event.
Sometimes you want to know when the data for all the initial keys has been loaded from the server and the corresponding events for those keys have been fired. For example, you may want to hide a loading animation after your data has fully loaded. This is what the "ready" event is used for.
Note that locations might change while initially loading the data and key moved and key exited events might therefore still occur before the ready event is fired.
When the query criteria is updated, the existing locations are re-queried and the ready event is fired again once all events for the updated query have been fired. This includes key exited events for keys that no longer match the query.
To listen for events you must add a GeoQueryEventListener to the GeoQuery:
from sjgeofire.jinterface.geoquery import GeoQueryEventListener
listener = GeoQueryEventListener({
"on_key_entered":
lambda key, location: print(f"Key {key} entered the search area at {location.latitude, location.longitude}"),
"on_key_exited":
lambda key: print(f"Key {key} is no longer in the search area"),
"on_key_moved":
lambda key, location: print(f"Key {key} moved within the search area to {location.latitude, location.longitude}"),
"on_geoquery_ready":
lambda: print("All initial data has been loaded and events have been fired!"),
"on_geoquery_error":
lambda error: print(f"There was an error with this query: {error}")
})
geoQuery.addGeoQueryEventListener(listener)You can call either removeGeoQueryEventListener to remove a
single event listener or removeAllListeners to remove all event listeners
for a GeoQuery.
If you are storing model data and geo data in the same database location, you may
want access to the DataSnapshot as part of geo events. In this case, use a
GeoQueryDataEventListener rather than a key listener.
These "data event" listeners have all of the same events as the key listeners with one additional event type:
- Data Changed: the underlying
DataSnapshothas changed. Every "data moved" event is followed by a data changed event but you can also get change events without a move if the data changed does not affect the location.
Adding a data event listener is similar to adding a key event listener:
// Assignment for you reading this documentation: The code below is a
// java code. Your task is to pythonize the below code using inspiration
// from the preceeding code above
geoQuery.addGeoQueryDataEventListener(new GeoQueryDataEventListener() {
@Override
public void onDataEntered(DataSnapshot dataSnapshot, GeoLocation location) {
// ...
}
@Override
public void onDataExited(DataSnapshot dataSnapshot) {
// ...
}
@Override
public void onDataMoved(DataSnapshot dataSnapshot, GeoLocation location) {
// ...
}
@Override
public void onDataChanged(DataSnapshot dataSnapshot, GeoLocation location) {
// ...
}
@Override
public void onGeoQueryReady() {
// ...
}
@Override
public void onGeoQueryError(DatabaseError error) {
// ...
}
});The GeoQuery search area can be changed with setCenter and setRadius. Key
exited and key entered events will be fired for keys moving in and out of
the old and new search area, respectively. No key moved events will be
fired; however, key moved events might occur independently.
Updating the search area can be helpful in cases such as when you need to update the query to the new visible map area after a user scrolls.
The geofire-android-common library provides the GeoFireUtils class which contains utilities for working with geohashes but has no dependency on or integration with a specific database. The GeoFireUtils class contains the following utility methods:
String getGeoHashForLocation(@NonNull GeoLocation location)- compute the geohash string for a given (lat,lng) par with default precision.String getGeoHashForLocation(@NonNull GeoLocation location, int precision)- compute the geohash string for a given (lat, lng) pair with custom precision.double getDistanceBetween(@NonNull GeoLocation a, @NonNull GeoLocation b)- compute the distance, in kilometers, between two locations.List<GeoQueryBounds> getGeoHashQueryBounds(@NonNull GeoLocation location, double radius)- given a center point and a radius distance, compute a set of query bounds that can be joined to find all points within the radius distance of the center.
For a detailed guide on how to use these utilities to add geo querying capabilities to your Cloud Firestore app, see: https://firebase.google.com/docs/firestore/solutions/geoqueries