/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.flink.streaming.api.windowing.triggers;
import org.apache.flink.annotation.PublicEvolving;
import org.apache.flink.api.common.state.ValueState;
import org.apache.flink.api.common.state.ValueStateDescriptor;
import org.apache.flink.api.common.typeutils.TypeSerializer;
import org.apache.flink.streaming.api.functions.windowing.delta.DeltaFunction;
import org.apache.flink.streaming.api.windowing.windows.Window;
/**
* A {@link Trigger} that fires based on a {@link DeltaFunction} and a threshold.
*
* <p>This trigger calculates a delta between the data point which triggered last
* and the currently arrived data point. It triggers if the delta is higher than
* a specified threshold.
*
* @param <W> The type of {@link Window Windows} on which this trigger can operate.
*/
@PublicEvolving
public class DeltaTrigger<T, W extends Window> extends Trigger<T, W> {
private static final long serialVersionUID = 1L;
private final DeltaFunction<T> deltaFunction;
private final double threshold;
private final ValueStateDescriptor<T> stateDesc;
private DeltaTrigger(double threshold, DeltaFunction<T> deltaFunction, TypeSerializer<T> stateSerializer) {
this.deltaFunction = deltaFunction;
this.threshold = threshold;
stateDesc = new ValueStateDescriptor<>("last-element", stateSerializer);
}
@Override
public TriggerResult onElement(T element, long timestamp, W window, TriggerContext ctx) throws Exception {
ValueState<T> lastElementState = ctx.getPartitionedState(stateDesc);
if (lastElementState.value() == null) {
lastElementState.update(element);
return TriggerResult.CONTINUE;
}
if (deltaFunction.getDelta(lastElementState.value(), element) > this.threshold) {
lastElementState.update(element);
return TriggerResult.FIRE;
}
return TriggerResult.CONTINUE;
}
@Override
public TriggerResult onEventTime(long time, W window, TriggerContext ctx) {
return TriggerResult.CONTINUE;
}
@Override
public TriggerResult onProcessingTime(long time, W window, TriggerContext ctx) throws Exception {
return TriggerResult.CONTINUE;
}
@Override
public void clear(W window, TriggerContext ctx) throws Exception {
ctx.getPartitionedState(stateDesc).clear();
}
@Override
public String toString() {
return "DeltaTrigger(" + deltaFunction + ", " + threshold + ")";
}
/**
* Creates a delta trigger from the given threshold and {@code DeltaFunction}.
*
* @param threshold The threshold at which to trigger.
* @param deltaFunction The delta function to use
* @param stateSerializer TypeSerializer for the data elements.
*
* @param <T> The type of elements on which this trigger can operate.
* @param <W> The type of {@link Window Windows} on which this trigger can operate.
*/
public static <T, W extends Window> DeltaTrigger<T, W> of(double threshold, DeltaFunction<T> deltaFunction, TypeSerializer<T> stateSerializer) {
return new DeltaTrigger<>(threshold, deltaFunction, stateSerializer);
}
}