Event batching for the C# SDK
The Optimizely Feature Experimentation C# SDK uses the event processor to batch decisions and conversion events into a single payload before sending it.
The C# SDK lets you batch events and includes options to set an event batch size, event time interval and event flush interval. The benefit of event batching is less network traffic for the same number of impression and conversion events tracked.
In the C# SDK, BatchEventProcessor
provides the implementation of the EventProcessor
interface and batches events. You can control batching based on two parameters:
- Batch size – Defines the number of batched events before sending to Optimizely Feature Experimentation.
- Flush interval – Defines the amount of time after which any batched events should be sent to Optimizely Feature Experimentation.
An event consisting of the batched payload is sent as soon as the batch size reaches the specified limit or the flush interval reaches the specified time limit. BatchEventProcessor
options are described in the following sections.
Note
Event batching works with both out-of-the-box and custom event dispatchers.
The event batching process does not remove any personally identifiable information (PII) from events. You must still ensure that you are not sending any unnecessary PII to Optimizely Feature Experimentation.
Basic example
using OptimizelySDK;
public static class Program
{
public static void Main(string[] args)
{
var sdkKey = args[0];
// Returns Optimizely Client
OptimizelyFactory.NewDefaultInstance(sdkKey);
}
}
By default, the batch size is 10 and the flush interval is 30 seconds.
Advanced example
using OptimizelySDK;
using OptimizelySDK.Config;
using OptimizelySDK.Event;
public static class Program
{
public static void Main(string[] args)
{
var sdkKey = args[0];
var projectConfigManager = HttpProjectConfigManager.Builder()
.WithSdkKey(sdkKey)
.Build();
var batchEventProcessor = new BatchEventProcessor.Builder()
.WithMaxBatchSize(10)
.WithFlushInterval(TimeSpan.FromSeconds(30))
.Build();
var optimizely = new Optimizely(
configManager: projectConfigManager,
// ... Other parameters
eventProcessor: batchEventProcessor
);
}
}
Warning
The maximum payload size is 3.5 MB. Optimizely rejects requests with a 400 response code,
Bad Request Error
, if the batch payload exceeds this limit.The size limitation is because of the Optimizely Events API, which Feature Experimentation uses to send data to Optimizely.
The most common cause of a large payload size is a high batch size. If your payloads exceed the size limit, try configuring a smaller batch size.
BatchEventProcessor
BatchEventProcessor
BatchEventProcessor
is an implementation of EventProcessor
where events are batched. The class maintains a single consumer thread that pulls events off of the BlockingCollection
and buffers them for either a configured batch size or a maximum duration before the resulting LogEvent
is sent to the EventDispatcher
and NotificationCenter
.
The following properties can be used to customize the BatchEventProcessor configuration using the Builder class
Property | Default value | Description |
---|---|---|
EventDispatcher | DefautEventDispatcher | Used to dispatch event payload to Optimizely Feature Experimentation. |
BatchSize | 10 | The maximum number of events to batch before dispatching. Once this number is reached, all queued events are flushed and sent to Optimizely Feature Experimentation. |
FlushInterval | 30000 (30 Seconds) | Milliseconds to wait before batching and dispatching events. |
EventQueue | 1000 | BlockingCollection that queues individual events to be batched and dispatched by the executor. |
NotificationCenter | null | Notification center instance to be used to trigger any notifications. |
For more information, see Initialize the C# SDK.
Side effects
The table lists other Optimizely Feature Experimentation functionality that may be triggered by using this class.
Functionality | Description |
---|---|
LogEvent (see following section) | Whenever the event processor produces a batch of events, a LogEvent object will be created using the EventFactory .It contains batch of conversion and decision events. This object will be dispatched using the provided event dispatcher and also it will be sent to the notification subscribers. |
Notification Listeners | Flush invokes the LOGEVENT notification listener if this listener is subscribed to. |
Register LogEvent listener
To register a LogEvent
listener:
NotificationCenter.AddNotification(
NotificationCenter.NotificationType.LogEvent,
new NotificationCenter.LogEventCallback((logevent) => {
// Your code here
})
);
LogEvent
LogEvent
LogEvent
object gets created using EventFactory
. It represents the batch of decision and conversion events we send to the Optimizely Feature Experimentation backend.
Object | Type | Description |
---|---|---|
Url Required | string | URL to dispatch log event to. |
Params Required | Dictionary<string, object> | Parameters to be set in the log event. It contains EventBatch of all UserEvents inside Visitors . |
HttpVerb Required | string | The HTTP verb to use when dispatching the log event. It can be GET or POST . |
Headers | Dictionary<string, string> Headers | Headers to be set when sending the request. |
Dispose Optimizely Feature Experimentation on application exit
If you enable event batching, you must call the Close method (optimizely.Dispose()
) before exiting. This ensures that queued events are flushed as soon as possible to avoid data loss.
Warning
Because the Optimizely Feature Experimentation client maintains a buffer of queued events, you must call
Dispose()
on the instance before shutting down your application or whenever dereferencing the instance.
Method | Description |
---|---|
Dispose() | Stops all timers and flushes the event queue. This method will also stop any timers that are happening for the data-file manager. |
Updated 10 months ago