Created
December 2, 2017 23:36
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case class StateRecord(hrEvent: HeartRateEvent, bpEvent: BloodPressureEvent, time: Long) | |
val countStore = Stores.create("Limiter") | |
.withKeys(integerSerde) | |
.withValues(new JsonSerde[StateRecord]) | |
.persistent() | |
.build(); | |
builder.addStateStore(countStore) | |
class Limiter extends Transformer[Integer, (HeartRateEvent, BloodPressureEvent), KeyValue[Integer, (HeartRateEvent, BloodPressureEvent)]] { | |
var context: ProcessorContext = null; | |
var store: KeyValueStore[Integer, StateRecord] = null; | |
override def init(context: ProcessorContext) = { | |
this.context = context | |
this.store = context.getStateStore("Limiter").asInstanceOf[KeyValueStore[Integer, StateRecord]] | |
} | |
override def transform(key: Integer, value: (HeartRateEvent, BloodPressureEvent)) = { | |
val current = System.currentTimeMillis() | |
val newRecord = StateRecord(value._1, value._2, current) | |
store.get(key) match { | |
case StateRecord(_, _, time) if time + 15.seconds.toMillis < current => { | |
store.put(key, newRecord) | |
(key, value) | |
} | |
case StateRecord(_, _, _) => null | |
case null => { | |
store.put(key, newRecord) | |
(key, value) | |
} | |
} | |
} | |
override def punctuate(timestamp: Long) = null | |
override def close() = {} | |
} | |
filteredEvents | |
.transform(() => new Limiter(), "Limiter") | |
.map((userId: Integer, pair: (HeartRateEvent, BloodPressureEvent)) => | |
new KeyValue(userId, s"User $userId has a problem") | |
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