Github user revans2 commented on a diff in the pull request: https://github.com/apache/storm/pull/254#discussion_r22678403 --- Diff: external/storm-kafka/src/jvm/storm/kafka/ExponentialBackoffMsgRetryManager.java --- @@ -0,0 +1,154 @@ +/** + * 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 storm.kafka; + +import java.util.PriorityQueue; +import java.util.Queue; +import java.util.SortedMap; +import java.util.TreeMap; + +public class ExponentialBackoffMsgRetryManager implements FailedMsgRetryManager { + + private final long retryInitialDelayMs; + private final double retryDelayMultiplier; + private final long retryDelayMaxMs; + + private Queue<MessageRetryRecord> waiting = new PriorityQueue<MessageRetryRecord>(); + private SortedMap<Long,MessageRetryRecord> records = new TreeMap<Long,MessageRetryRecord>(); + + public ExponentialBackoffMsgRetryManager(long retryInitialDelayMs, double retryDelayMultiplier, long retryDelayMaxMs) { + this.retryInitialDelayMs = retryInitialDelayMs; + this.retryDelayMultiplier = retryDelayMultiplier; + this.retryDelayMaxMs = retryDelayMaxMs; + } + + @Override + public void failed(Long offset) { + MessageRetryRecord oldRecord = this.records.get(offset); + MessageRetryRecord newRecord = oldRecord == null ? + new MessageRetryRecord(offset) : + oldRecord.createNextRetryRecord(); + this.records.put(offset, newRecord); + this.waiting.add(newRecord); + } + + @Override + public void acked(Long offset) { + MessageRetryRecord record = this.records.remove(offset); + if (record != null) { + this.waiting.remove(record); + } + } + + @Override + public void retryStarted(Long offset) { + MessageRetryRecord record = this.records.get(offset); + if (record == null || !this.waiting.contains(record)) { + throw new IllegalStateException("cannot retry a message that has not failed"); + } else { + this.waiting.remove(record); + } + } + + @Override + public Long nextFailedMessageToRetry() { + if (this.waiting.size() > 0) { + MessageRetryRecord first = this.waiting.peek(); + if (System.currentTimeMillis() >= first.retryTimeUTC) { + if (this.records.containsKey(first.offset)) { + return first.offset; + } else { + // defensive programming - should be impossible + this.waiting.remove(first); + return nextFailedMessageToRetry(); + } + } + } + return null; + } + + @Override + public boolean shouldRetryMsg(Long offset) { + MessageRetryRecord record = this.records.get(offset); + return record != null && + this.waiting.contains(record) && + System.currentTimeMillis() >= record.retryTimeUTC; + } + + /** + * A MessageRetryRecord holds the data of how many times a message has + * failed and been retried, and when the last failure occurred. It can + * determine whether it is ready to be retried by employing an exponential + * back-off calculation using config values stored in SpoutConfig: + * <ul> + * <li>retryInitialDelayMs - time to delay before the first retry</li> + * <li>retryDelayMultiplier - multiplier by which to increase the delay for each subsequent retry</li> + * <li>retryDelayMaxMs - maximum retry delay (once this delay time is reached, subsequent retries will + * delay for this amount of time every time) + * </li> + * </ul> + */ + class MessageRetryRecord implements Comparable<MessageRetryRecord> { + private final long offset; + private final int retryNum; + private final long retryTimeUTC; + + public MessageRetryRecord(long offset) { + this(offset, 1); + } + + private MessageRetryRecord(long offset, int retryNum) { + this.offset = offset; + this.retryNum = retryNum; + this.retryTimeUTC = System.currentTimeMillis() + calculateRetryDelay(); + } + + /** + * Create a MessageRetryRecord for the next retry that should occur after this one. + * @return MessageRetryRecord with the next retry time, or null to indicate that another + * retry should not be performed. The latter case can happen if we are about to + * run into the backtype.storm.Config.TOPOLOGY_MESSAGE_TIMEOUT_SECS in the Storm + * configuration. + */ + public MessageRetryRecord createNextRetryRecord() { + return new MessageRetryRecord(this.offset, this.retryNum + 1); + } + + private long calculateRetryDelay() { + double delayMultiplier = Math.pow(retryDelayMultiplier, this.retryNum - 1); + long delayThisRetryMs = (long) (retryInitialDelayMs * delayMultiplier); + return Math.min(delayThisRetryMs, retryDelayMaxMs); + } + + @Override + public boolean equals(Object other) { + return (other instanceof MessageRetryRecord + && this.offset == ((MessageRetryRecord) other).offset); + } + + @Override + public int hashCode() { + return Long.valueOf(this.offset).hashCode(); + } + + @Override + public int compareTo(MessageRetryRecord other) { --- End diff -- I know that technically this code is not incorrect, but it seems really confusing to me where you can have two MessageRetryRecords that are not equal to each other with the equals or hadCode methods but compareTo says that they are equal. If we need to sort them for the priority queue, I would prefer to pass in a separate comparator instead of having the object be inconsistent with itself. But I don't see this as being big enough of an issue to block this from going in, as the class is package private.
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