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Subject [GitHub] [flink] jgrier commented on a change in pull request #8517: [FLINK-10921] [kinesis] Shard watermark synchronization in Kinesis consumer
Date Mon, 27 May 2019 16:26:49 GMT
jgrier commented on a change in pull request #8517: [FLINK-10921] [kinesis] Shard watermark
synchronization in Kinesis consumer
URL: https://github.com/apache/flink/pull/8517#discussion_r287840233
 
 

 ##########
 File path: flink-connectors/flink-connector-kinesis/src/main/java/org/apache/flink/streaming/connectors/kinesis/util/RecordEmitter.java
 ##########
 @@ -0,0 +1,268 @@
+/*
+ * 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.connectors.kinesis.util;
+
+import org.apache.flink.streaming.runtime.operators.windowing.TimestampedValue;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.Map;
+import java.util.PriorityQueue;
+import java.util.concurrent.ArrayBlockingQueue;
+import java.util.concurrent.ConcurrentHashMap;
+
+/**
+ * Emitter that handles event time synchronization between producer threads.
+ *
+ * <p>Records are organized into per producer queues that will block when capacity
is exhausted.
+ *
+ * <p>Records are emitted by selecting the oldest available element of all producer
queues,
+ * as long as the timestamp does not exceed the current shared watermark plus allowed lookahead
interval.
+ *
+ * @param <T>
+ */
+public abstract class RecordEmitter<T extends TimestampedValue> implements Runnable
{
+	private static final Logger LOG = LoggerFactory.getLogger(RecordEmitter.class);
+
+	/**
+	 * The default capacity of a single queue.
+	 *
+	 * <p>Larger queue size can lead to higher throughput, but also to
+	 * very high heap space consumption, depending on the size of elements.
+	 *
+	 * <p>Note that this is difficult to tune, because it does not take into account
+	 * the size of individual objects.
+	 */
+	public static final int DEFAULT_QUEUE_CAPACITY = 100;
+
+	private final int queueCapacity;
+	private final ConcurrentHashMap<Integer, AsyncRecordQueue<T>> queues = new ConcurrentHashMap<>();
+	private final ConcurrentHashMap<AsyncRecordQueue<T>, Boolean> emptyQueues =
new ConcurrentHashMap<>();
+	private final PriorityQueue<AsyncRecordQueue<T>> heads = new PriorityQueue<>(this::compareHeadElement);
+	private volatile boolean running = true;
+	private volatile long maxEmitTimestamp = Long.MAX_VALUE;
+	private long maxLookaheadMillis = 60 * 1000; // one minute
+	private long idleSleepMillis = 100;
+	private final Object condition = new Object();
+
+	public RecordEmitter(int queueCapacity) {
+		this.queueCapacity = queueCapacity;
+	}
+
+	private int compareHeadElement(AsyncRecordQueue left, AsyncRecordQueue right) {
+		return Long.compare(left.headTimestamp, right.headTimestamp);
+	}
+
+	/**
+	 * Accepts records from readers.
+	 *
+	 * @param <T>
+	 */
+	public interface RecordQueue<T> {
+		void put(T record) throws InterruptedException;
+
+		int getQueueId();
+
+		int getSize();
+
+		T peek();
+	}
+
+	private class AsyncRecordQueue<T> implements RecordQueue<T> {
+		private final ArrayBlockingQueue<T> queue;
+		private final int queueId;
+		long headTimestamp;
+
+		private AsyncRecordQueue(int queueId) {
+			super();
+			this.queue = new ArrayBlockingQueue<>(queueCapacity);
+			this.queueId = queueId;
+			this.headTimestamp = Long.MAX_VALUE;
+		}
+
+		public void put(T record) throws InterruptedException {
+			queue.put(record);
+			// TODO: not pretty having this here
+			synchronized (condition) {
+				condition.notify();
+			}
+		}
+
+		public int getQueueId() {
+			return queueId;
+		}
+
+		public int getSize() {
+			return queue.size();
+		}
+
+		public T peek() {
+			return queue.peek();
+		}
+
+	}
+
+	/**
+	 * The queue for the given producer (i.e. Kinesis shard consumer thread).
+	 *
+	 * <p>The producer may hold on to the queue for subsequent records.
+	 *
+	 * @param producerIndex
+	 * @return
+	 */
+	public RecordQueue<T> getQueue(int producerIndex) {
+		return queues.computeIfAbsent(producerIndex, (key) -> {
+			AsyncRecordQueue<T> q = new AsyncRecordQueue<>(producerIndex);
+			emptyQueues.put(q, false);
+			return q;
+		});
+	}
+
+	/**
+	 * How far ahead of the watermark records should be emitted.
+	 *
+	 * <p>Needs to account for the latency of obtaining the global watermark.
+	 *
+	 * @param maxLookaheadMillis
+	 */
+	public void setMaxLookaheadMillis(long maxLookaheadMillis) {
+		this.maxLookaheadMillis = maxLookaheadMillis;
+		LOG.info("[setMaxLookaheadMillis] Max lookahead millis set to {}", maxLookaheadMillis);
+	}
+
+	/**
+	 * Set the current watermark.
+	 *
+	 * <p>This watermark will be used to control which records to emit from the queues
of pending
+	 * elements. When an element timestamp is ahead of the watermark by at least {@link
+	 * #maxLookaheadMillis}, elements in that queue will wait until the watermark advances.
+	 *
+	 * @param watermark
+	 */
+	public void setCurrentWatermark(long watermark) {
+		maxEmitTimestamp = watermark + maxLookaheadMillis;
+		synchronized (condition) {
+			condition.notify();
+		}
+		LOG.info(
+			"[setCurrentWatermark] Current watermark set to {}, maxEmitTimestamp = {}",
+			watermark,
+			maxEmitTimestamp);
+	}
+
+	/**
+	 * Run loop, does not return unless {@link #stop()} was called.
+	 */
+	@Override
+	public void run() {
+		LOG.info("Starting emitter with maxLookaheadMillis: {}", this.maxLookaheadMillis);
+
+		// emit available records, ordered by timestamp
+		AsyncRecordQueue<T> min = heads.poll();
+		runLoop:
+		while (running) {
+			// find a queue to emit from
+			while (min == null) {
+				// check new or previously empty queues
+				if (!emptyQueues.isEmpty()) {
+					for (AsyncRecordQueue<T> queueHead : emptyQueues.keySet()) {
+						if (!queueHead.queue.isEmpty()) {
+							emptyQueues.remove(queueHead);
+							queueHead.headTimestamp = queueHead.queue.peek().getTimestamp();
+							heads.offer(queueHead);
+						}
+					}
+				}
+				min = heads.poll();
+				if (min == null) {
+					synchronized (condition) {
+						// wait for work
+						try {
+							condition.wait(idleSleepMillis);
+						} catch (InterruptedException e) {
+							continue runLoop;
+						}
+					}
+				}
+			}
+
+			// wait until ready to emit min or another queue receives elements
+			while (min.headTimestamp > maxEmitTimestamp) {
+				synchronized (condition) {
+					// wait until ready to emit
+					try {
+						condition.wait(idleSleepMillis);
+					} catch (InterruptedException e) {
+						continue runLoop;
+					}
+					if (min.headTimestamp > maxEmitTimestamp && !emptyQueues.isEmpty()) {
+						// see if another queue can make progress
+						heads.offer(min);
+						min = null;
+						continue runLoop;
+					}
+				}
+			}
+
+			// emit up to queue capacity records
+			// cap on empty queues since older records may arrive
+			AsyncRecordQueue<T> nextQueue = heads.poll();
+			T record;
+			int emitCount = 0;
+			while ((record = min.queue.poll()) != null) {
+				emit(record, min);
+				// track last record emitted, even when queue becomes empty
+				min.headTimestamp = record.getTimestamp();
+				// potentially switch to next queue
+				if ((nextQueue != null && min.headTimestamp > nextQueue.headTimestamp)
+					|| (min.headTimestamp > maxEmitTimestamp)
+					|| (emitCount++ > queueCapacity && !emptyQueues.isEmpty())) {
+					break;
+				}
+			}
+			if (record == null) {
+				this.emptyQueues.put(min, true);
+			} else {
+				heads.offer(min);
+			}
+			min = nextQueue;
+		}
+	}
+
+	public void stop() {
+		running = false;
+	}
+
+	/** Emit the record. This is specific to a connector, like the Kinesis data fetcher. */
+	public abstract void emit(T record, RecordQueue<T> source);
+
+	// TODO: metrics integration
 
 Review comment:
   Why not do this now?
   

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