Android (0.7.0)
1. Overview
The Snowplow Android Tracker allows you to track Snowplow events from your Android applications and games. It supports applications using the Android SDK 11 and above.
The tracker should be straightforward to use if you are comfortable with Java development; its API is modelled after Snowplow's Python Tracker so any prior experience with that tracker is helpful but not necessary. If you haven't already, have a look at the Android Tracker Setup guide before continuing.
1.1. Demo App
If you would like to see the Tracker in action you can download our demonstration android app here. You will need to enable installation of applications from unknown sources.
Within the app you will simply need to supply an endpoint and hit start! The application will then send all types of events available to the tracker to this endpoint.
For a walkthrough go here.
1.2. Client Sessions
To activate client sessionization please enter the following builder arguments to your tracker:
Tracker.init(new Tracker.TrackerBuilder( ... )
.sessionContext(true) // To use the session context
.sessionCheckInterval(10) // Checks every 10 seconds (default is 15)
.foregroundTimeout(300) // Timeout after 5 minutes (default is 10)
.backgroundTimeout(120) // Timeout after 2 minutes (default is 5)
.build()
);
Once sessionization has been turned on several things will begin to happen:
- A client_session context will be appended to each event that is sent
- A polling check will be started to check whether or not the session has timed out
- You can configure how often to check with the sessionCheckInterval method
- If your app is in the foreground and no events have been sent for the foregroundTimeout period, the session will be updated and a new session started
- There is a separate timeout if your application is detected to be in the background
- Each time the session information is updated it is stored locally in a private file which should persist for the life of the application
- Each time an event is sent from the Tracker, both timeouts for the session are reset
- Session information will survive for the life of the application, i.e. until it is uninstalled from the Android device.
If you are building for Android API 14+ you can activate automatic background and foreground detection via:
Tracker.instance().setLifecycleHandler({{ APPLICATION_ACTIVITY }});
If you are below API 14 you will have to update your applications onPause() and onResume() functions to manually flag this change. The following samples can be copied into an application activity to set the background state of the application for the session checker:
@Override
protected void onPause() {
super.onPause();
tracker.getSession().setIsBackground(true);
}
@Override
protected void onResume() {
super.onResume();
tracker.getSession().setIsBackground(false);
}
2 Initialization
Assuming you have completed the Android Tracker Setup for your project, you are now ready to initialize the Android Tracker.
2.1 Importing the module
Import the Android Tracker's classes into your Android code like so:
import com.snowplowanalytics.snowplow.tracker.*;
That's it - you are now ready to initialize a Tracker instance.
2.2 Creating a Tracker
To instantiate a tracker in your code (can be global or local to the process being tracked) simply instantiate the Tracker
interface with one of the following:
// Create an Emitter
Emitter e1 = new Emitter.EmitterBuilder("com.collector.acme", getContext())
.build();
// Make and return the Tracker object
Tracker.init(new Tracker.TrackerBuilder(e1, "myNamespace", "myAppId", getContext())
.build()
);
This is the most basic Tracker creation possible. Note that getContext()
is an Android global function. You can expand on this creation with the following builder options:
// Create an Emitter
Emitter e2 = new Emitter.EmitterBuilder("com.collector.acme", getContext())
.build();
// Create a Tracker with all options
Tracker.init(new Tracker
.TrackerBuilder(e2, "myNamespace", "myAppId", getContext())
.base64(false) // Optional - defines if we use base64 encoding
.platform(DevicePlatforms.Mobile) // Optional - defines what platform the event will report to be on
.subject(new Subject.SubjectBuilder().build()) // Optional - a subject which contains values appended to every event
.build()
);
As you can see there is a fair amount of modularity to the Trackers creation.
The below are required arguments for the TrackerBuilder({{ ... }})
segment of the constructor:
Argument Name | Description | Required? |
---|---|---|
emitter | The emitter which sends the events | Yes |
namespace | The name of the tracker instance | Yes |
appId | The application ID | Yes |
context | The application context | Yes |
We also have several extra builder options:
Function | Description | Options | Default |
---|---|---|---|
subject | The subject that defines a user | Subject, null | null |
platform | The platform that the Tracker is running on | DevicePlatforms.{{ Enum Option }} | DevicePlatforms.Mobile |
base64 | Whether to enable Base64 encoding | True, False | True |
level | The level of logging to do | LogLevel.{{ Enum Option }} | LogLevel.OFF |
sessionContext | Whether to enable sessionization | True, False | False |
foregroundTimeout | The session foreground timeout | Any valid Long | 600 |
backgroundTimeout | The session background timeout | Any valid Long | 300 |
sessionCheckInterval | The session check interval | Any valid Long | 15 |
threadCount | The amount of threads to use | Any valid Integer | 10 threads |
timeUnit | The TimeUnit that time measurements are in | TimeUnit.{{ Enum Option }} | TimeUnit.SECONDS |
geoLocationContext | Whether to enable GeoLocation context | True, False | False |
mobileContext | Whether to enable Mobile context | True, False | False |
applicationCrash | Whether to track application crashes | True, False | False |
lifecycleEvents | Whether to track lifecycle events | True, False | False |
2.2.1 Constructor Options Explained
Required
emitter
: The pre-created Emitter object which is required for all sending and storing of events by the Tracker. See Emitters for information.namespace
: The name of this Tracker instance to include with events sent to the collector.appId
: The ID of this application to include with events sent to the collector.context
: The Android Application context object.
Event Decoration
subject
: An optional Subject object which will add extra decoration to events sent from the Tracker.platform
: The platform that the Tracker is running on (defaults toMOBILE
)base64
: Whether to encodeself-describing
events andcustom contexts
in base64 formatting.geoLocationContext
: Optionally adds a geo-location context to each eventmobileContext
: Optionally adds a mobile context to each eventapplicationCrash
: Optionally tracks UncaughtExceptions before re-throwing the exceptionlifecycleEvents
: Optionally tracks foreground and background events
Session Parameters
sessionContext
: Needs to be set toTrue
if you wish to activate any of the Trackers Sessionization functionality.foregroundTimeout
: The amount of time that needs to elapse without any events being tracked before the session is incremented (while application is in the foreground).backgroundTimeout
: The amount of time that needs to elapse without any events being tracked before the session is incremented (while application is in the background).sessionCheckInterval
: How often the Tracker queries the session object to see if it needs to be incremented. It is currently set to 15 seconds.timeUnit
: The unit of time that the previous three options are computed on. By default it is inSECONDS
, as such to set asessionCheckInterval
of 2 minutes you would need to put in120
for that option. Or you could change thetimeUnit
to beMINUTES
and put a2
instead.
Functional Settings
threadCount
: The amount of threads that the Tracker will have available to it to process information in. By default we use 10 Threads, however it is recommended to figure out the optimal amount of Threads on a device by device basis as more Threads will have a direct correlation with performance.level
: The amount of logging done by the Tracker.
2.3 Tracker Functions
2.3.1 getEmitter
Returns the emitter to which the tracker will send events. See Emitters for more on emitter configuration.
2.3.2 getSubject
Returns the user which the Tracker will track. This must be an instance of the Subject class. You don't need to set this during Tracker construction; you can use the Tracker.setSubject
method afterwards. In fact, you don't need to create a subject at all. If you don't, though, your events won't contain user-specific data such as timezone and language.
2.3.3 getNamespace
Returns the namespace
argument attached to every event fired by the new tracker. This allows you to later identify which tracker fired which event if you have multiple trackers running.
2.3.4 getAppId
Returns the appId
argument that you passed in Tracker construction.
2.3.5 getBase64Encoded
By default, self-describing events and custom contexts are encoded into Base64 to ensure that no data is lost or corrupted. You can turn encoding on or off using the Boolean base64Encoded
builder option.
2.3.6 getPlatform
Returns the 'platform' that was set in Tracker construction, the builder allows you to pick from a list of allowed platforms which define what type of device/service the event is being sent from.
2.3.7 getSession
Returns the session
object created for the Tracker (if sessionContext
was enabled).
2.3.7.1 getUserId
Returns the sessions user id - this is an automatically generated UUID which is consistent for the life of the application. This can be reset by:
- Deleting the local data of the application manually
- Uninstalling and reinstalling the application
2.3.8 getDataCollection
Returns the state of data collection in the Tracker; either True
or False
.
2.3.9 getLogLevel
Returns the LogLevel
being used by the Tracker.
2.3.10 getThreadCount
Returns the number of threads that the tracker is consuming.
2.3.11 getTrackerVersion
Returns this Trackers version as a String.
2.3.12 Change the tracker's platform with setPlatform
You can change the platform by calling:
tracker.setPlatform(DevicePlatforms.Mobile);
// OR
tracker.setPlatform(DevicePlatforms.Desktop);
// OR
tracker.setPlatform(DevicePlatforms.{{ Valid Enum Option }})
There are several different DevicePlatforms options to choose from.
For a full list of supported platforms, please see the Snowplow Tracker Protocol.
2.3.13 Change the tracker's subject with setSubject
You can change the subject by creating a new Subject
object and then calling:
tracker.setSubject(newSubject);
See Adding extra data: the Subject class for more information on the Subject
.
2.3.14 Change the tracker's emitter with setEmitter
You can change the emitter by creating a new Emitter
object and then calling:
tracker.setEmitter(newEmitter);
2.3.15 Sets up an activity Lifecycle Handler
You can set up the lifecycle handler with the following sample:
tracker.setLifecycleHandler(activity);
2.4 Extra Tracker Functions
These are extra functions for controlling the Tracker. The Tracker is designed to be run without ever using any of these functions however they are there for any special use cases where you need to shutdown or otherwise control the Tracker.
For example if you wish to artificially extend the time a session is active you can simply pauseSessionChecking
for an undetermined amount of time. To resume automatic session checking and updating simply run resumeSessionChecking
.
2.4.1 resumeSessionChecking
This function resumes a polling session checker service. This will query the Trackers session object at pre-configured intervals to see whether or not the session needs to be updated if it has not been accessed within a certain amount of time.
This function is started if the argument to .sessionContext
is True
, and will only ever be able to run if this argument is True
.
tracker.resumeSessionChecking();
2.4.2 pauseSessionChecking
This function stops the session checker from running. Essentially preventing the current session from ever timing out. Please note that if the application is restarted this paused state will not persist and checking will begin again.
tracker.pauseSessionChecking();
2.4.3 resumeEventTracking
If event tracking has been switched off this will reinstate the Tracker back to full operation. This means that:
- Events will start being stored in the database again.
- Events will be sent to the collector.
- Session checking will begin to occur again (if enabled)
tracker.resumeEventTracking();
2.4.4 pauseEventTracking
If event tracking is switched on (it is by default), then the Tracker will have all event tracking paused. What this means is that:
- No events will be stored in the database or tracked at all.
- No events will be sent to the collector.
- No session checks will occur.
Essentially the entire Tracker will halt operation until event tracking is turned back on.
tracker.pauseEventTracking();
3. Adding extra data: the Subject class
You may have additional information about your application's environment, current user and so on, which you want to send to Snowplow with each event. The Subject appended to the Tracker allows you to easily add information to each event that is sent from the Tracker.
3.1 Subject setter functions
The Subject class has a set of set...()
methods to attach extra data relating to the user to all tracked events:
setUserId
setScreenResolution
setViewport
setColorDepth
setTimezone
setLanguage
setIpAddress
setUseragent
setNetworkUserId
setDomainUserId
Here are some examples:
Subject s1 = new Subject.SubjectBuilder().build();
s1.setUserID("Kevin Gleason");
s1.setLanguage("en-gb");
s1.setScreenResolution(1920, 1080);
After that, you can add your Subject to your Tracker like so:
Tracker.init(new Tracker.TrackerBuilder(emitter, "myNamespace", "myAppId")
.subject(s1) // Include your subject here!
.build()
);
// Or you can set the subject after creation
// This will also override any currently set Subject object
Tracker.instance().setSubject(s1);
To update the Trackers subject without changing the subject attached already you can use the following:
Tracker.instance().getSubject().setUserId("Gleason Kevin"); // Because object references are passed by value in Java
3.1.1 Set user ID with setUserId
You can set the user ID to any string:
setUserId(String userId)
Example:
subj.setUserId("alexd");
3.1.2 Set screen resolution with setScreenResolution
If your Java code has access to the device's screen resolution, then you can pass this into Snowplow too:
setScreenResolution(int width, int height)
Both numbers should be positive integers; note the order is width followed by height. Example:
subj.setScreenResolution(1366, 768);
3.1.3 Set viewport dimensions with setViewport
If your Java code has access to the viewport dimensions, then you can pass this into Snowplow too:
setViewport(int width, int height)
Both numbers should be positive integers; note the order is width followed by height. Example:
subj.setViewport(300, 200);
3.1.4 Set color depth with setColorDepth
If your Java code has access to the bit depth of the device's color palette for displaying images, then you can pass this into Snowplow too:
setColorDepth(int depth)
The number should be a positive integer, measured in bits per pixel. Example:
subj.setColorDepth(32);
3.1.5 Set timezone with setTimezone
This method lets you pass a user's timezone into Snowplow:
setTimezone(String timezone)
The timezone should be a string:
subj.setTimezone("Europe/London");
3.1.6 Set the language with setLanguage
This method lets you pass a user's language into Snowplow:
setLanguage(String language)
The language should be a string:
subj.setLanguage("en");
3.1.7 setIpAddress
This method lets you pass a user's IP Address into Snowplow:
setIpAddress(String ipAddress)
The IP address should be a string:
subj.setIpAddress("127.0.0.1");
3.1.8 setUseragent
This method lets you pass a useragent into Snowplow:
setUseragent(String useragent)
The useragent should be a string:
subj.setUseragent("Agent Smith");
3.1.9 setNetworkUserId
This method lets you pass a Network User ID into Snowplow:
setNetworkUserId(String networkUserId)
The network user id should be a string:
subj.setNetworkUserId("network-id");
3.1.10 setDomainUserId
This method lets you pass a Domain User ID into Snowplow:
setDomainUserId(String domainUserId)
The domain user id should be a string:
subj.setDomainUserId("domain-id");
3.2 Additional contexts sent by this tracker
This Tracker not only appends the generic subject information to each event; it will also attempt to gather more specific information about the mobile it is hosted on.
3.2.1 mobile_context
The mobile_context
is comprised of the following fields:
androidIdfa
-> The host phones unique AdvertisingIdcarrier
-> The host phones phones network carrierdeviceModel
-> The host phones phones modeldeviceManufacturer
-> The host phones phones manufacturerosVersion
-> The host phones phones operating system versionosType
-> The host phones phones operating system typenetworkType
-> The network type being usednetworkTechnology
-> The network technology being used
To get the mobile context:
Tracker.init(new Tracker.TrackerBuilder(...)
.mobileContext(true)
.build()
);
3.2.2 geolocation_context
The geolocation_context
is comprised of the following fields:
latitude
-> The host phones latitude measurelongitude
-> The host phones longitude measurealtitude
-> The host phones altitude measurelatitudeLongitudeAccuracy
-> The host phones position accuracyspeed
-> The host phones speedbearing
-> The host phones current bearingtimestamp
-> The time that the geolocation context was built
To get the geolocation context:
Tracker.init(new Tracker.TrackerBuilder(...)
.geoLocationContext(true)
.build()
);
You will also need to include the following in your AndroidManifest.xml
file:
<uses-permission android:name="android.permission.ACCESS_COARSE_LOCATION" />
<uses-permission android:name="android.permission.ACCESS_FINE_LOCATION" />
This will make the functions for checking these metrics available for the tracker to use.
NOTE: If you are building for Android API 24+ you will need to request the location permission manually in your application for this context to work.
private void setupTrackerWithPermission() {
if (checkPermissionGranted(Manifest.permission.ACCESS_FINE_LOCATION)) {
if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.JELLY_BEAN) {
getPermission(REQUEST_CODE_ACCESS_LOCATION, Manifest.permission.ACCESS_FINE_LOCATION);
}
} else {
// Permission already granted, setup normally
setupTracker();
}
}
private void setupTracker() {
// Tracker Setup code
}
// --- Permissions
private static final int REQUEST_CODE_ACCESS_LOCATION = 0;
/**
* Checks if we have a certain permission
*
* @param permission the permission to check
* @return boolean on if we have permission
*/
@TargetApi(Build.VERSION_CODES.JELLY_BEAN)
public boolean checkPermissionGranted(String permission) {
return ContextCompat.checkSelfPermission(this, permission) != PackageManager.PERMISSION_GRANTED;
}
/**
* Requests permission to read from external storage
*
* @param code the code that corresponds to the function
* to run in the event that we are successful
*/
@TargetApi(Build.VERSION_CODES.M)
public void getPermission(int code, String permission) {
requestPermissions(new String[]{permission}, code);
}
/**
* Called when requests for permissions are made
*
* @param code the request code
* @param permissions the granted permission
* @param grantResults the result of the granting
*/
@Override
public void onRequestPermissionsResult(int code, @NonNull String permissions[], @NonNull int[] grantResults) {
switch (code) {
case REQUEST_CODE_ACCESS_LOCATION:
setupTracker();
break;
default:
break;
}
}
}
3.3 Getting the Android Idfa Code
NOTE: For this code to be available you must include the following library dependency:
- `compile 'com.google.android.gms:play-services-analytics:9.4.0'
The Android Idfa code is a unique identifier for google advertising. You can get this code via the utility function available:
import com.snowplowanalytics.snowplow.tracker.utils.Util;
// Context is your application context object
String androidIdfa = Util.getAndroidIdfa(context);
Please note that this function will only work when run from a different thread than the UI/Main thread of your application.
4. Tracking specific events
Snowplow has been built to enable you to track a wide range of events that occur when users interact with your websites and apps. We are constantly growing the range of functions available in order to capture that data more richly.
NOTE: Once an event has been created it should be treated as an immutable object.
Tracking methods supported by the Android Tracker at a glance:
Function | *Description |
---|---|
track(ScreenView event) | Track the user viewing a screen within the application |
track(PageView event) | Track and record views of web pages |
track(EcommerceTransaction event) | Track an ecommerce transaction and its items |
track(Structured event) | Track a Snowplow custom structured event |
track(SelfDescribing event) | Track a Snowplow custom self-describing event |
track(TimingWithCategory event) | Track a Timing with Category event |
4.1 Common
All events are tracked with specific methods on the tracker instance, of the form track(XXX)
, where XXX
is the type of event to track.
4.1.1 SelfDescribingJson
A SelfDescribingJson
is used as a wrapper around either a TrackerPayload
, another SelfDescribingJson
or a Map
object. After creating the object you want to wrap, you can create a SelfDescribingJson
using the following:
// This is the Map we have created
Map<String, String> eventData = new HashMap<>();
eventData.put("Event", "Data")
// We wrap that map in a SelfDescribingJson before sending it
SelfDescribingJson json = new SelfDescribingJson("iglu:com.acme/example/jsonschema/1-0-0", eventData);
You can create a SelfDescribingJson with the following arguments:
Argument | Description | Required? | Type |
---|---|---|---|
schema | JsonSchema that describes the data | Yes | String |
data | Data that will be validated by the schema | No | Map<String, String>, Map<String, Object>, TrackerPayload, SelfDescribingJson |
SelfDescribingJson
is used for recording custom contexts and self-describing events.
4.1.2 Custom contexts
In short, custom contexts let you add additional information about the circumstances surrounding an event in the form of a Map object. Each tracking method accepts an additional optional contexts parameter:
t1.track(PageView.builder().( ... ).customContext(List<SelfDescribingJson> context).build());
The customContext
argument should consist of a List
of SelfDescribingJson
representing an array of one or more contexts. The format of each individual context element is the same as for a self-describing event.
If a visitor arrives on a page advertising a movie, the context dictionary might look like this:
{
"schema": "iglu:com.acme_company/movie_poster/jsonschema/2-1-1",
"data": {
"movie_name": "Solaris",
"poster_country": "JP",
"poster_year": "1978"
}
}
To construct this as a SelfDescribingJson
:
// Create a Map of the data you want to include...
Map<String, String> dataMap = new HashMap<>();
dataMap.put("movie_name", "solaris");
dataMap.put("poster_country", "JP");
dataMap.put("poster_year", "1978");
// Now create your SelfDescribingJson object...
SelfDescribingJson context1 = new SelfDescribingJson("iglu:com.acme/movie_poster/jsonschema/2-1-1", dataMap);
// Now add this JSON into a list of SelfDescribingJsons...
List<SelfDescribingJson> contexts = new ArrayList<>();
contexts.add(context1);
Note that even if there is only one custom context attached to the event, it still needs to be placed in an array.
4.1.3 Timestamp overrides
In all the trackers, we offer a way to override the timestamp if you want the event to show as tracked at a specific time. If you don't, we create a timestamp while the event is being tracked.
Here is an example:
// Equivalent functions
t1.track(PageView.builder().( ... ).timestamp(1423583655000).build()); // Deprecated
t1.track(PageView.builder().( ... ).deviceCreatedTimestamp(1423583655000).build());
To track the trueTimestamp
of your event:
t1.track(PageView.builder().( ... ).trueTimestamp(1423583655000).build());
4.2 Track screen views with track(ScreenView event)
Use track(ScreenView event)
to track a user viewing a screen (or equivalent) within your app. You must use either name
or id
. Arguments are:
Argument | Description | Required? | Type |
---|---|---|---|
name | Human-readable name for this screen | No | String |
id | Unique identifier for this screen | No | String |
customContext | Optional custom context | No | List<SelfDescribingJson> |
deviceCreatedTimestamp | Optional timestamp | No | Long |
trueTimestamp | Optional timestamp | No | Long |
eventId | Optional custom event id | No | String |
Examples:
t1.track(ScreenView.builder()
.name("HUD > Save Game")
.id("screen23")
.build());
t1.track(ScreenView.builder()
.name("HUD > Save Game")
.id("screen23")
.customContext(contextList)
.timestamp(1423583655000)
.eventId("uid-1")
.build());
4.3 Track pageviews with track(PageView event)
You can use track(PageView event)
to track a user viewing a web page within your app.
Arguments are:
Argument | Description | Required? | Type |
---|---|---|---|
pageUrl | The URL of the page | Yes | String |
pageTitle | The title of the page | No | String |
referrer | The address which linked to the page | No | String |
customContext | Optional custom context | No | List<SelfDescribingJson> |
deviceCreatedTimestamp | Optional timestamp | No | Long |
trueTimestamp | Optional timestamp | No | Long |
eventId | Optional custom event id | No | String |
Examples:
t1.track(PageView.builder()
.pageUrl("www.example.com")
.pageTitle("example")
.referrer("www.referrer.com")
.build());
t1.track(PageView.builder()
.pageUrl("www.example.com")
.pageTitle("example")
.referrer("www.referrer.com")
.customContext(contextList)
.timestamp(1423583655000)
.eventId("uid-1")
.build());
4.4 Track ecommerce transactions with track(EcommerceTransaction event)
Use track(EcommerceTransaction event)
to track an ecommerce transaction.
Arguments:
Argument | Description | Required? | Type |
---|---|---|---|
orderId | ID of the eCommerce transaction | Yes | String |
totalValue | Total transaction value | Yes | Double |
affiliation | Transaction affiliation | No | String |
taxValue | Transaction tax value | No | Double |
shipping | Delivery cost charged | No | Double |
city | Delivery address city | No | String |
state | Delivery address state | No | String |
country | Delivery address country | No | String |
currency | Transaction currency | No | String |
items | Items in the transaction | Yes | List<EcommerceTransactionItem> |
items | Items in the transaction | Yes | EcommerceTransactionItem... |
customContext | Optional custom context | No | List<SelfDescribingJson> |
deviceCreatedTimestamp | Optional timestamp | No | Long |
trueTimestamp | Optional timestamp | No | Long |
eventId | Optional custom event id | No | String |
The items
argument is a List
of individual EcommerceTransactionItem
elements representing the items in the e-commerce transaction or it can be a varargs
argument of many individual items. Note that track(EcommerceTransaction event)
fires multiple events: one transaction event for the transaction as a whole, and one transaction item event for each element of the items
List
. Each transaction item event will have the same timestamp, order_id, and currency as the main transaction event.
4.4.1 EcommerceTransactionItem
To instantiate a EcommerceTransactionItem
in your code, simply use the following constructor signature:
EcommerceTransactionItem item = EcommerceTransactionItem.builder()
.itemId("item_id")
.sku("item_sku")
.price(1.00)
.quantity(1)
.name("item_name")
.category("item_category")
.currency("currency")
.build();
These are the fields that can appear as elements in each EcommerceTransactionItem
element of the transaction item's List
:
Field | Description | Required? | Type |
---|---|---|---|
itemId | Item ID | Yes | String |
sku | Item SKU | Yes | String |
price | Item price | Yes | Double |
quantity | Item quantity | Yes | Integer |
name | Item name | No | String |
category | Item category | No | String |
currency | Item currency | No | String |
customContext | Optional custom context | No | List<SelfDescribingJson> |
deviceCreatedTimestamp | Optional timestamp | No | Long |
trueTimestamp | Optional timestamp | No | Long |
eventId | Optional custom event id | No | String |
Example of tracking a transaction containing two items:
// Create some Transaction Items
EcommerceTransactionItem item1 = EcommerceTransactionItem.builder()
.itemId("item_id_1")
.sku("item_sku_1")
.price(1.00)
.quantity(1)
.name("item_name")
.category("item_category")
.currency("currency")
.build();
EcommerceTransactionItem item2 = EcommerceTransactionItem.builder()
.itemId("item_id_2")
.sku("item_sku_2")
.price(1.00)
.quantity(1)
.name("item_name")
.category("item_category")
.currency("currency")
.build();
// Add these items to a List
List<EcommerceTransactionItem> items = new ArrayList<>();
items.add(item1);
items.add(item2);
// Now Track the Transaction by using this list of items as an argument
tracker.track(EcommerceTransaction.builder()
.orderId("6a8078be")
.totalValue(300.00)
.affiliation("my_affiliate")
.taxValue(30.00)
.shipping(10.00)
.city("Boston")
.state("Massachusetts")
.country("USA")
.currency("USD")
.items(items)
.build());
// Or include the items as varargs in the items section
tracker.track(EcommerceTransaction.builder()
.orderId("6a8078be")
.totalValue(300.00)
.affiliation("my_affiliate")
.taxValue(30.00)
.shipping(10.00)
.city("Boston")
.state("Massachusetts")
.country("USA")
.currency("USD")
.items(item1, item2)
.build());
4.5 Track structured events with track(Structured event)
Use track(Structured event)
to track a custom event happening in your app which fits the Google Analytics-style structure of having up to five fields (with only the first two required):
Argument | Description | Required? | Type |
---|---|---|---|
category | The grouping of structured events which this action belongs to | Yes | String |
action | Defines the type of user interaction which this event involves | Yes | String |
label | A string to provide additional dimensions to the event data | No | String |
property | A string describing the object or the action performed on it | No | String |
value | A value to provide numerical data about the event | No | Double |
customContext | Optional custom context | No | List<SelfDescribingJson> |
deviceCreatedTimestamp | Optional timestamp | No | Long |
trueTimestamp | Optional timestamp | No | Long |
eventId | Optional custom event id | No | String |
Examples:
t1.track(Structured.builder()
.category("shop")
.action("add-to-basket")
.label("Add To Basket")
.property("pcs")
.value(2.00)
.build());
t1.track(Structured.builder()
.category("shop")
.action("add-to-basket")
.label("Add To Basket")
.property("pcs")
.value(2.00)
.customContext(contextList)
.timestamp(1423583655000)
.eventId("uid-1")
.build());
4.6 Track SelfDescribing events with track(SelfDescribing event)
Custom SelfDescribing events are a flexible tool that enables Snowplow users to define their own event types and send them into Snowplow.
When a user sends in a custom SelfDescribing event, they do so as a JSON of name-value properties, that conforms to a JSON schema defined for the event earlier.
Use track(SelfDescribing event)
to track a custom event which consists of a name and a SelfDescribing set of properties. This is useful when:
- You want to track event types which are proprietary/specific to your business (i.e. not already part of Snowplow), or
- You want to track events which have unpredictable or frequently changing properties
The arguments are as follows:
Argument | Description | Required? | Type |
---|---|---|---|
eventData | The properties of the event | Yes | SelfDescribingJson |
customContext | Optional custom context | No | List<SelfDescribingJson> |
deviceCreatedTimestamp | Optional timestamp | No | Long |
trueTimestamp | Optional timestamp | No | Long |
eventId | Optional custom event id | No | String |
Example event json to track:
{
"schema": "iglu:com.acme/save_game/jsonschema/1-0-0",
"data": {
"levelName": "Barrels o' Fun",
"levelIndex": 23
}
}
How to set it up?
// Create a Map of your event data
Map<String, Object> eventMap = new HashMap<>();
eventMap.put("levelName", "Barrels o' Fun")
eventMap.put("levelIndex", 23);
// Create your event data
SelfDescribingJson eventData = new SelfDescribingJson("iglu:com.acme/save_game/jsonschema/1-0-0", eventMap);
// Track your event with your custom event data
t1.track(SelfDescribing.builder()
.eventData(eventData)
.build();
// OR
t1.track(SelfDescribing.builder()
.eventData(eventData)
.customContext(contextList)
.timestamp(1423583655000)
.eventId("uid-1")
.build();
For more on JSON schema, see the blog post.
4.7 Track timing events with track(Timing event)
Use track(Timing event)
to track an event related to a custom timing.
Argument | Description | Required? | Type |
---|---|---|---|
category | The category of the timed event | Yes | String |
label | The label of the timed event | No | String |
timing | The timing measurement in milliseconds | Yes | Integer |
variable | The name of the timed event | Yes | String |
customContext | Optional custom context | No | List<SelfDescribingJson> |
deviceCreatedTimestamp | Optional timestamp | No | Long |
trueTimestamp | Optional timestamp | No | Long |
eventId | Optional custom event id | No | String |
Examples:
t1.track(Timing.builder()
.category("category")
.variable("variable")
.timing(1)
.label("label")
.build());
t1.track(Timing.builder()
.category("category")
.variable("variable")
.timing(1)
.label("label")
.customContext(contextList)
.timestamp(1423583655000)
.eventId("uid-1")
.build());
5. Sending event: Emitter
Events are sent using an Emitter
class. You can initialize a class with a collector endpoint URL with various options to choose how these events should be sent. Here are the Emitter
interfaces that can be used:
Emitter e2 = new Emitter
.EmitterBuilder("com.collector.acme", Context context) // Required
.method(HttpMethod.GET) // Optional - Defines how we send the request
.option(BufferOption.Single) // Optional - Defines how many events we bundle in a POST
.security(RequestSecurity.HTTPS) // Optional - Defines what protocol used to send events
.callback(new EmitterCallback() {...})
.build();
The Context
is used for caching events in a SQLite database in order to avoid losing events to network related issues.
Don't confuse the Android context with Snowplow's own custom contexts - they are completely separate things.
The below are required arguments for the 'EmitterBuilder({{ ... }})'
segment of the constructor:
Argument Name | Description | Required? |
---|---|---|
uri | The collector endpoint URI events will be sent to | Yes |
context | Used to use to open or create an SQLite database | Yes |
We also have several extra builder options such as:
Function | Description | Options | Default |
---|---|---|---|
method | The request method to use | HttpMethod.GET, .POST | HttpMethod.POST |
option | The amount of events sent in a POST request | BufferOption.{{ Enum Option}} | BufferOption.DefaultGroup |
security | Whether to send over HTTP or HTTPS | RequestSecurity.HTTP, .HTTPS | RequestSecurity.HTTP |
callback | A callback to output successes and failures | new RequestCallback{ ... } | null |
tick | The time between emitter ticks | Any positive int | 5 |
sendLimit | The maximum amount of events to get from the DB | Any positive int | 250 |
emptyLimit | The amount of times the emitter can be empty | Any positive int | 5 |
byteLimitGet | The maximum amount of bytes to send in a GET | Any positive int | 40000 |
byteLimitPost | The maximum amount of bytes to send in a POST | Any positive int | 40000 |
timeUnit | The TimeUnit that time measurements are in | TimeUnit.{{ Enum Option }} | TimeUnit.SECONDS |
5.1 Emitter Constructor Explained
Required
uri
: The collector endpoint that all events will be sent to. Needs to be the raw path in the sense that you will not include anyhttp://
orhttps://
with the address. Rather something like:www.fake.io
in place ofhttp://www.fake.io
. The HTTP security setting is configured in a separate option.context
: The Android Application context object.
Sending
method
: Whether to send requests viaGET
orPOST
; essentially whether to send each event individually or to send many events together in aPOST
. The defaultPOST
setting is recommended as it has huge performance gains over sending individually as aGET
.option
: How many events can be parcelled together in aPOST
, this can be increased to a maximum of25
per event. If you require larger volumes please raise a ticket to have this limit increased!security
: Whether to send events viaHTTP
orHTTPS
.callback
: A custom callback method that will be called after each emitter send loop, currently the only variables included are the count of successfully and unsuccessfully sent events.byteLimitGet
: Allows you to set an upper limit for the maximal size of a singleGET
request. Meaning that if an event exceeds this size we will attempt to send it but will then delete it from the database regardless of success to send.byteLimitPost
: Allows you to set an upper limit for the maximal size of a singlePOST
request. Meaning that if an event exceeds this size we will attempt to send it but will then delete it from the database regardless of success to send.
Functional Settings
tick
: The interval at which the emitter will check for more events.timeUnit
: The timeunit that the aforementionedtick
is measured in. By default, we measure this in seconds.sendLimit
: The upper limit of events that can be grabbed from the database per sending session, this in place to avoid consuming overt amounts of memory in case of huge event ingress. On weaker devices, this can be tuned down to and on beefier devices can be greatly increased.emptyLimit
: The amount of times that the emitter is allowed to fail a check before it will release its Thread back to the pool.
5.2 How the Emitter works
The Emitter is configured and setup to run as a background process so it never blocks on the Main Thread or on the UI Thread of the device it is on.
The current Emitter flow goes as follows:
- Emitter is created
- Emitter will check if it has access to the internet
- If it is it will begin a recurring check for events to send to the configured collector
- This defaults to every 5 seconds
- If there are events in the SQLite database the emitter will grab up to 250 (default) events from the database and begin sending.
- Once it has finished sending it will again check for events
- If there are no events to be sent 5 (default) times in a row, it will shut itself down
- On receiving a new event the Emitter checks again if it is online and will then begin sending again
- If there are only errors in sending, the events will not be deleted from the database and the emitter will then be shutdown
- If there are some successes it will not shutdown.
5.3 Using a buffer
A buffer is used to group events together in bulk before sending them. This is especially handy to reduce network usage. By default, the Emitter buffers up to 10 events together before sending them; only available if you are using POST as your request type.
e1.setBufferOption(BufferOption.Single); // 1
// OR
e1.setBufferOption(BufferOption.DefaultGroup); // 10
// OR For heavier event sending...
e1.setBufferOption(BufferOption.HeavyGroup); // 25
Here are all the posibile options that you can use:
Option | Description |
---|---|
Single | Events are sent individually |
DefaultGroup | Sends events in groups of 10 events or less |
HeavyGroup | Sends events in groups of 25 events or less |
Buffer options will only ever influence how POST request are sent however. All GET requests will be sent individually.
5.4 Choosing the HTTP method
Snowplow supports receiving events via both GET and POST requests. In a GET request, each event is sent in an individual request. With POST requests, events are bundled together in one request.
You can set the HTTP method in the Emitter constructor:
Emitter e2 = new Emitter
.EmitterBuilder("com.collector.acme", Context context)
.method(HttpMethod.GET)
.build();
Here are all the possible options that you can use:
Option | Description |
---|---|
GET | Sends events as GET requests |
POST | Sends events as POST requests |
5.5 Emitter callback
If an event fails to send because of a network issue, you can choose to handle the failure case with a callback class to react accordingly. The callback class needs to implement the EmitterCallback
interface in order to do so. Here is a sample bit of code to show how it could work:
RequestCallback callback = new RequestCallback() {
@Override
public void onSuccess(int successCount) {
Log.d("Tracker", "Buffer length for POST/GET:" + successCount);
}
@Override
public void onFailure(int successCount, int failureCount) {
Log.d("Tracker", "Failures: " + failureCount + "; Successes: " + successCount);
}
});
Emitter emitter = new Emitter
.EmitterBuilder("com.collector.acme", Context context)
.callback(callback)
.build();
5.6 Emitter Flush
If you want to ensure that there are no events left in the local database for sending simply run the emitter flush()
function like so:
tracker.getEmitter().flush();
This will attempt to start the emitter process; however, it will fail if the emitter is already running or if the application is offline.
6. Logging
Logging in the Tracker is done using our own Logger class: '/utils/Logger.java'. All logging is actioned based on what LogLevel
was set in the Tracker creation. This level can be configured to VERBOSE
, DEBUG
, ERROR
or OFF
. By default, logging is not enabled.