/* * 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.functions.timestamps; import org.apache.flink.streaming.api.functions.AssignerWithPeriodicWatermarks; import org.apache.flink.streaming.api.watermark.Watermark; import org.apache.flink.streaming.api.windowing.time.Time; /** * This is a {@link AssignerWithPeriodicWatermarks} used to emit Watermarks that lag behind the element with * the maximum timestamp (in event time) seen so far by a fixed amount of time, <code>t_late</code>. This can * help reduce the number of elements that are ignored due to lateness when computing the final result for a * given window, in the case where we know that elements arrive no later than <code>t_late</code> units of time * after the watermark that signals that the system event-time has advanced past their (event-time) timestamp. * */ public abstract class BoundedOutOfOrdernessTimestampExtractor<T> implements AssignerWithPeriodicWatermarks<T> { private static final long serialVersionUID = 1L; /** The current maximum timestamp seen so far. */ private long currentMaxTimestamp; /** The timestamp of the last emitted watermark. */ private long lastEmittedWatermark = Long.MIN_VALUE; /** * The (fixed) interval between the maximum seen timestamp seen in the records * and that of the watermark to be emitted. */ private final long maxOutOfOrderness; public BoundedOutOfOrdernessTimestampExtractor(Time maxOutOfOrderness) { if (maxOutOfOrderness.toMilliseconds() < 0) { throw new RuntimeException("Tried to set the maximum allowed " + "lateness to " + maxOutOfOrderness + ". This parameter cannot be negative."); } this.maxOutOfOrderness = maxOutOfOrderness.toMilliseconds(); this.currentMaxTimestamp = Long.MIN_VALUE + this.maxOutOfOrderness; } public long getMaxOutOfOrdernessInMillis() { return maxOutOfOrderness; } /** * Extracts the timestamp from the given element. * * @param element The element that the timestamp is extracted from. * @return The new timestamp. */ public abstract long extractTimestamp(T element); @Override public final Watermark getCurrentWatermark() { // this guarantees that the watermark never goes backwards. long potentialWM = currentMaxTimestamp - maxOutOfOrderness; if (potentialWM >= lastEmittedWatermark) { lastEmittedWatermark = potentialWM; } return new Watermark(lastEmittedWatermark); } @Override public final long extractTimestamp(T element, long previousElementTimestamp) { long timestamp = extractTimestamp(element); if (timestamp > currentMaxTimestamp) { currentMaxTimestamp = timestamp; } return timestamp; } }