/* * 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 static java.util.Objects.requireNonNull; import org.apache.flink.annotation.PublicEvolving; import org.apache.flink.streaming.api.functions.AssignerWithPeriodicWatermarks; import org.apache.flink.streaming.api.watermark.Watermark; import org.slf4j.Logger; import org.slf4j.LoggerFactory; /** * A timestamp assigner and watermark generator for streams where timestamps are monotonously * ascending. In this case, the local watermarks for the streams are easy to generate, because * they strictly follow the timestamps. * * @param <T> The type of the elements that this function can extract timestamps from */ @PublicEvolving public abstract class AscendingTimestampExtractor<T> implements AssignerWithPeriodicWatermarks<T> { private static final long serialVersionUID = 1L; /** The current timestamp. */ private long currentTimestamp = Long.MIN_VALUE; /** Handler that is called when timestamp monotony is violated. */ private MonotonyViolationHandler violationHandler = new LoggingHandler(); /** * Extracts the timestamp from the given element. The timestamp must be monotonically increasing. * * @param element The element that the timestamp is extracted from. * @return The new timestamp. */ public abstract long extractAscendingTimestamp(T element); /** * Sets the handler for violations to the ascending timestamp order. * * @param handler The violation handler to use. * @return This extractor. */ public AscendingTimestampExtractor<T> withViolationHandler(MonotonyViolationHandler handler) { this.violationHandler = requireNonNull(handler); return this; } // ------------------------------------------------------------------------ @Override public final long extractTimestamp(T element, long elementPrevTimestamp) { final long newTimestamp = extractAscendingTimestamp(element); if (newTimestamp >= this.currentTimestamp) { this.currentTimestamp = newTimestamp; return newTimestamp; } else { violationHandler.handleViolation(newTimestamp, this.currentTimestamp); return newTimestamp; } } @Override public final Watermark getCurrentWatermark() { return new Watermark(currentTimestamp == Long.MIN_VALUE ? Long.MIN_VALUE : currentTimestamp - 1); } // ------------------------------------------------------------------------ // Handling violations of monotonous timestamps // ------------------------------------------------------------------------ /** * Interface for handlers that handle violations of the monotonous ascending timestamps * property. */ public interface MonotonyViolationHandler extends java.io.Serializable { /** * Called when the property of monotonously ascending timestamps is violated, i.e., * when {@code elementTimestamp < lastTimestamp}. * * @param elementTimestamp The timestamp of the current element. * @param lastTimestamp The last timestamp. */ void handleViolation(long elementTimestamp, long lastTimestamp); } /** * Handler that does nothing when timestamp monotony is violated. */ public static final class IgnoringHandler implements MonotonyViolationHandler { private static final long serialVersionUID = 1L; @Override public void handleViolation(long elementTimestamp, long lastTimestamp) {} } /** * Handler that fails the program when timestamp monotony is violated. */ public static final class FailingHandler implements MonotonyViolationHandler { private static final long serialVersionUID = 1L; @Override public void handleViolation(long elementTimestamp, long lastTimestamp) { throw new RuntimeException("Ascending timestamps condition violated. Element timestamp " + elementTimestamp + " is smaller than last timestamp " + lastTimestamp); } } /** * Handler that only logs violations of timestamp monotony, on WARN log level. */ public static final class LoggingHandler implements MonotonyViolationHandler { private static final long serialVersionUID = 1L; private static final Logger LOG = LoggerFactory.getLogger(AscendingTimestampExtractor.class); @Override public void handleViolation(long elementTimestamp, long lastTimestamp) { LOG.warn("Timestamp monotony violated: {} < {}", elementTimestamp, lastTimestamp); } } }