Hey folks, I'm interested in streaming some data to Segment
<https://segment.com/docs/sources/server/java/>, using their existing java
library. This is a pretty high throughput stream, so I wanted for each
parallel operator to have its own instance of the segment client. From what
I could tell, defining a custom SinkFunction should be able to satisfy as
it as each parallel operator gets its own SinkFunction object
automatically. So my code looks like this:
class SegmentSink() extends SinkFunction[Data] {
@transient
val segmentClient: Analytics = Analytics.builder("key").build()
override def invoke(value: Data, context: SinkFunction.Context[_]): Unit = {
segmentClient.enqueue(...)
}
}
Can anyone verify if this is the right pattern for me to use? Is there any
risk of the SinkFunction getting repeatedly serialized/deserialized which
results in new segment clients getting created each time?
Thanks,
Li