The Ampli Wrapper is a generated, strongly typed API for tracking Analytics events based on your Tracking Plan in Amplitude Data. The tracking library exposes a function for every event in your team’s tracking plan. The function’s arguments correspond to the event’s properties.
Ampli provides autocompletion for events & properties defined in Data and enforce your event schemas in code to prevent bad instrumentation.
(Prerequisite) Create a Tracking Plan in Amplitude Data
Plan your events and properties in Amplitude Data.
1implementation 'com.amplitude:analytics-android:1.+'
1npm install -g @amplitude/ampli
Pull the Ampli Wrapper into your project
1ampli pull [--path ./app/src/main/java/com/amplitude/ampli]
1import com.amplitude.ampli.*2 3ampli.load(appContext, LoadOptions(4 client = LoadClientOptions(apiKey = AMPLITUDE_API_KEY)5))
Identify users and set user properties
1ampli.identify(userId, Identify(2 userProp = "A trait associated with this user"3))
Track events with strongly typed methods and classes
1ampli.songPlayed(songId = "song-1")2ampli.track(SongFavorited(songId = "song-2"))
Flush events before application exit
1ampli.flush();
Verify implementation status with CLI
1ampli status [--update]
If you haven't already, install the core Amplitude SDK dependencies.
1implementation 'com.amplitude:analytics-android:1.+'
If you're not already requesting the INTERNET permission, add <uses-permission android:name="android.permission.INTERNET" />
to your AndroidManifest.xml.
You can install the Ampli CLI from Homebrew or npm.
1brew tap amplitude/ampli2brew install ampli
1npm install -g @amplitude/ampli
Run the Ampli CLI pull
command to log in to Amplitude Data and download the strongly typed Ampli Wrapper for your tracking plan. Ampli CLI commands are usually run from the project root directory.
1ampli pull
Ampli generates a thin facade over the Amplitude SDK which provides convenience methods. The Ampli Wrapper also grants access to every method of the underlying Amplitude SDK through ampli.client
. More details.
Initialize Ampli in your code. The load()
method accepts configuration option arguments:
1import com.amplitude.ampli.*2 3ampli.load(appContext, LoadOptions(4 client = LoadClientOptions(apiKey = AMPLITUDE_API_KEY)5))
1import com.amplitude.ampli.*;2 3Ampli.getInstance().load(this, new LoadOptions()4 .setClient(new LoadClientOptions().setApiKey(AMPLITUDE_API_KEY))5);
Arg | Description |
---|---|
appContext |
An object with a set of properties to add to every event sent by the Ampli Wrapper. This option is available when there is at least one source template associated with your team's tracking plan. |
LoadOptions |
Required. Specifies configuration options for the Ampli Wrapper. |
disabled |
Optional. Specifies whether the Ampli Wrapper does any work. When true, all calls to the Ampli Wrapper are no-ops. Useful in local or development environments. |
client.instance |
Required if client.apiKey isn't set. Specifies an Amplitude instance. By default Ampli creates an instance for you. |
client.apiKey |
Required if client.instance isn't set. Specifies an API Key. This option overrides the default, which is the API Key configured in your tracking plan. |
client.configuration |
Optional. Specifies the Amplitude configuration. This option overrides the default configuration. |
Call identify()
to identify a user in your app and associate all future events with their identity, or to set their properties.
Just as Ampli creates types for events and their properties, it creates types for user properties.
The identify()
function accepts an optional userId
, optional user properties, and optional options
.
For example your tracking plan contains a user property called userProp
. The property's type is a string.
1ampli.identify(userId, Identify(2 userProp = "A trait associated with this user"3))
1Ampli.getInstance().identify(userId, Identify.builder()2 .userProp("A trait associated with this user")3 .build()4);
The options argument allows you to pass Amplitude fields for this call, such as deviceId
.
1val eventOptions = EventOptions(); 2eventOptions.deviceId = "device-id"; 3 4ampli.identify( 5 userId, 6 Identify( 7 userProp = "A trait associated with this user", 8 ), 9 eventOptions10)
1EventOptions eventOptions = new EventOptions();2eventOptions.setDeviceId("deviceId");3 4Ampli.getInstance().identify(5 userId,6 Identify.builder().userProp("A trait associated with this user").build(),7 eventOptions8);
Call groupIdentify()
to identify a group in your app and set/update group properties.
Just as Ampli creates types for events and their properties, it creates types for group properties.
The groupIdentify()
function accepts a string group_type
, a string group_name
, an Group event instance, and an optional EventOptions.
For example your tracking plan contains a group test group:android-java-ampli
has a property called requiredBoolean
with a boolean type.
1ampli.groupIdentify("test group", "android-kotlin-ampli", Group(requiredBoolean = true))
1Ampli.getInstance().groupIdentify("test group", "android-java-ampli", Group.builder()2 .requiredBoolean(true)3 .build()4);
Call setGroup()
to associate a user with their group (for example, their department or company). The setGroup()
function accepts a required groupType
, and groupName
and an optional EventOptions.
1ampli.client?.setGroup("groupType", "groupName")
1Ampli.getInstance().getClient().setGroup("groupType", "groupName");
Amplitude supports assigning users to groups and performing queries, such as Count by Distinct, on those groups. If at least one member of the group has performed the specific event, then the count includes the group.
For example, you want to group your users based on what organization they're in by using an 'orgId'. Joe is in 'orgId' '10', and Sue is in 'orgId' '15'. Sue and Joe both perform a certain event. You can query their organizations in the Event Segmentation Chart.
When setting groups, define a groupType
and groupName
. In the previous example, 'orgId' is the groupType
and '10' and '15' are the values for groupName
. Another example of a groupType
could be 'sport' with groupName
values like 'tennis' and 'baseball'.
Setting a group also sets the groupType:groupName
as a user property, and overwrites any existing groupName
value set for that user's groupType
, and the corresponding user property value. groupType
is a string, and groupName
can be either a string or an array of strings to indicate that a user is in multiple groups.
GroupType is a string, and groupName
can be either a string or an array of strings to show that a user is in multiple groups. For example, if Joe is in 'orgId' '10' and '20', then the groupName
is '[10, 20]'.
Your code might look like this:
1ampli.client?.setGroup("orgId", arrayOf("10", "20"))
1Ampli.getInstance().getClient().setGroup("orgID", new String[]{"10", "20"});
To track an event, call the event's corresponding function. Every event in your tracking plan gets its own function in the Ampli Wrapper. The call is structured like this:
1ampli.eventName(...eventNameProperties)
1Ampli.getInstance().eventName(EventName event, EventOptions options)
The options
argument allows you to pass Amplitude fields, like deviceID
.
For example, in the following code snippets, your tracking plan contains an event called songPlayed
. The event is defined with two required properties: songId
and songFavorited.
The property type for songId
is string, and songFavorited
is a boolean.
1ampli.songPlayed(2 songId = "songId", // String,3 songFavorited = true, // Boolean4)
1Ampli.getInstance().songPlayed(SongPlayed.builder()2 .songId("songId") // String3 .songFavorited(true) // Boolean4 .build()5);
Ampli also generates a class for each event.
1val myEventObject = SongPlayed(2 songId = "songId", // String,3 songFavorited = true, // Boolean4);
1SongPlayed event = SongPlayed.builder()2 .songId("songId") // String3 .songFavorited(true) // Boolean4 .build()
Send event objects using the generic track method.
1val options = EventOptions()2options.userId = "user_id"3 4ampli.track(SongPlayed(5 songId = "songId", // String6 songFavorited = true, // Boolean7 ), options);
1EventOptions options = new EventOptions();2options.setUserId("user-id");3 4Ampli.getInstance().track(SongPlayed.builder()5 .songId("songId") // String6 .songFavorited(true) // Boolean7 .build(), options);
The Ampli wrapper queues events and sends them on an interval based on the configuration.
Call flush()
to immediately send any pending events.
The flush()
method returns a promise that can be used to ensure all pending events have been sent before continuing.
This can be useful to call prior to application exit.
Ampli flushes events in the buffer automatically when flushQueueSize
or flushInterval
are reached.
Ampli sends events automatically without calling flush()
, but using flush()
is useful if you need to send events before the application exits.
1ampli.flush()
Plugins allow you to extend the Amplitude behavior, for example, modifying event properties (enrichment type) or sending to third-party APIs (destination type).
First you need to define your plugin. See the following code for a Destination Plugin example.
1class SegmentDestinationPlugin(appContext: Context, segmentApiKey: String) : DestinationPlugin() { 2 var analytics: Analytics? = null; 3 val context: Context = appContext; 4 init { 5 analytics = Analytics.Builder(appContext, segmentApiKey).build() 6 } 7 8 override fun track(event: BaseEvent): BaseEvent { 9 val eventProperties = Properties();10 event.eventProperties?.forEach { entry -> entry.value?.let {11 eventProperties.put(entry.key,12 it)13 } }14 15 analytics?.track(event.eventType, eventProperties);16 return event17 }18}
1public class SegmentDestinationPlugin extends DestinationPlugin { 2 android.content.Context context; 3 Analytics analytics; 4 String SEGMENT_API_KEY; 5 public SegmentDestinationPlugin(android.content.Context appContext, String segmentAPIKey) { 6 this.context = appContext; 7 this.SEGMENT_WRITE_KEY = segmentWriteKey; 8 } 9 @Override10 public void setup(Amplitude amplitude) {11 super.setup(amplitude);12 analytics = new Analytics.Builder(this.context, SEGMENT_API_KEY)13 .build();14 15 Analytics.setSingletonInstance(analytics);16 }17 18 @Override19 public BaseEvent track(BaseEvent event) {20 Properties properties = new Properties();21 for (Map.Entry<String,Object> entry : event.getEventProperties().entrySet()) {22 properties.putValue(entry.getKey(),entry.getValue());23 }24 analytics.track(event.eventType, properties);25 return event;26 }27}
Add your plugin after init Ampli.
1ampli.client?.add(2 YourDestinationPlugin(this, DESTINATION_API_KEY)3 )
1Ampli.getInstance().getClient().add(2new YourDestinationPlugin(this, DESTINATION_API_KEY)3);
The pull
command downloads the Ampli Wrapper code to your project. Run the pull
command from the project root.
1ampli pull
Log in to your workspace when prompted and select a source.
1➜ ampli pull2Ampli project is not initialized. No existing `ampli.json` configuration found.3? Create a new Ampli project here? Yes4? Organization: Amplitude5? Workspace: My Workspace6? Source: My Source
Learn more about ampli pull
.
Verify that events are in your code with the status command:
1ampli status [--update]
The output displays status and indicates what events are missing.
1➜ ampli status2✘ Verifying event tracking implementation in source code3 ✔ Song Played (1 location)4 ✘ Song Stopped Called when a user stops playing a song.5Events Tracked: 1 missed, 2 total
Learn more about ampli status
.
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July 16th, 2024
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