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From "ASF GitHub Bot (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (FLINK-3674) Add an interface for Time aware User Functions
Date Wed, 19 Oct 2016 09:36:58 GMT

    [ https://issues.apache.org/jira/browse/FLINK-3674?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15588193#comment-15588193
] 

ASF GitHub Bot commented on FLINK-3674:
---------------------------------------

Github user aljoscha commented on a diff in the pull request:

    https://github.com/apache/flink/pull/2570#discussion_r84031809
  
    --- Diff: flink-streaming-java/src/test/java/org/apache/flink/streaming/api/operators/TimelyFlatMapTest.java
---
    @@ -0,0 +1,442 @@
    +/*
    + * 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
    + * <p>
    + * http://www.apache.org/licenses/LICENSE-2.0
    + * <p>
    + * 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.operators;
    +
    +
    +import org.apache.flink.api.common.state.ValueStateDescriptor;
    +import org.apache.flink.api.common.typeinfo.BasicTypeInfo;
    +import org.apache.flink.api.common.typeutils.base.IntSerializer;
    +import org.apache.flink.api.java.functions.KeySelector;
    +import org.apache.flink.runtime.state.StreamStateHandle;
    +import org.apache.flink.streaming.api.TimeDomain;
    +import org.apache.flink.streaming.api.TimerService;
    +import org.apache.flink.streaming.api.functions.RichTimelyFlatMapFunction;
    +import org.apache.flink.streaming.api.functions.TimelyFlatMapFunction;
    +import org.apache.flink.streaming.api.watermark.Watermark;
    +import org.apache.flink.streaming.runtime.streamrecord.StreamRecord;
    +import org.apache.flink.streaming.util.KeyedOneInputStreamOperatorTestHarness;
    +import org.apache.flink.streaming.util.OneInputStreamOperatorTestHarness;
    +import org.apache.flink.streaming.util.TestHarnessUtil;
    +import org.apache.flink.util.Collector;
    +import org.apache.flink.util.TestLogger;
    +import org.junit.Test;
    +
    +import java.util.concurrent.ConcurrentLinkedQueue;
    +
    +import static org.junit.Assert.assertEquals;
    +
    +/**
    + * Tests {@link StreamTimelyFlatMap}.
    + */
    +public class TimelyFlatMapTest extends TestLogger {
    +
    +	@Test
    +	public void testCurrentEventTime() throws Exception {
    +
    +		StreamTimelyFlatMap<Integer, Integer, String> operator =
    +				new StreamTimelyFlatMap<>(IntSerializer.INSTANCE, new WatermarkQueryingFlatMapFunction());
    +
    +		OneInputStreamOperatorTestHarness<Integer, String> testHarness =
    +				new KeyedOneInputStreamOperatorTestHarness<>(operator, new IdentityKeySelector<Integer>(),
BasicTypeInfo.INT_TYPE_INFO);
    +
    +		testHarness.setup();
    +		testHarness.open();
    +
    +		testHarness.processWatermark(new Watermark(17));
    +		testHarness.processElement(new StreamRecord<>(5, 12L));
    +
    +		testHarness.processWatermark(new Watermark(42));
    +		testHarness.processElement(new StreamRecord<>(6, 13L));
    +
    +		ConcurrentLinkedQueue<Object> expectedOutput = new ConcurrentLinkedQueue<>();
    +
    +		expectedOutput.add(new Watermark(17L));
    +		expectedOutput.add(new StreamRecord<>("5WM:17", 12L));
    +		expectedOutput.add(new Watermark(42L));
    +		expectedOutput.add(new StreamRecord<>("6WM:42", 13L));
    +
    +		TestHarnessUtil.assertOutputEquals("Output was not correct.", expectedOutput, testHarness.getOutput());
    +
    +		testHarness.close();
    +	}
    +
    +	@Test
    +	public void testCurrentProcessingTime() throws Exception {
    +
    +		StreamTimelyFlatMap<Integer, Integer, String> operator =
    +				new StreamTimelyFlatMap<>(IntSerializer.INSTANCE, new ProcessingTimeQueryingFlatMapFunction());
    +
    +		OneInputStreamOperatorTestHarness<Integer, String> testHarness =
    +				new KeyedOneInputStreamOperatorTestHarness<>(operator, new IdentityKeySelector<Integer>(),
BasicTypeInfo.INT_TYPE_INFO);
    +
    +		testHarness.setup();
    +		testHarness.open();
    +
    +		testHarness.setProcessingTime(17);
    +		testHarness.processElement(new StreamRecord<>(5));
    +
    +		testHarness.setProcessingTime(42);
    +		testHarness.processElement(new StreamRecord<>(6));
    +
    +		ConcurrentLinkedQueue<Object> expectedOutput = new ConcurrentLinkedQueue<>();
    +
    +		expectedOutput.add(new StreamRecord<>("5PT:17"));
    +		expectedOutput.add(new StreamRecord<>("6PT:42"));
    +
    +		TestHarnessUtil.assertOutputEquals("Output was not correct.", expectedOutput, testHarness.getOutput());
    +
    +		testHarness.close();
    +	}
    +
    +	@Test
    +	public void testEventTimeTimers() throws Exception {
    +
    +		StreamTimelyFlatMap<Integer, Integer, Integer> operator =
    +				new StreamTimelyFlatMap<>(IntSerializer.INSTANCE, new EventTimeTriggeringFlatMapFunction());
    +
    +		OneInputStreamOperatorTestHarness<Integer, Integer> testHarness =
    +				new KeyedOneInputStreamOperatorTestHarness<>(operator, new IdentityKeySelector<Integer>(),
BasicTypeInfo.INT_TYPE_INFO);
    +
    +		testHarness.setup();
    +		testHarness.open();
    +
    +		testHarness.processElement(new StreamRecord<>(17, 42L));
    +
    +		testHarness.processWatermark(new Watermark(5));
    +
    +		ConcurrentLinkedQueue<Object> expectedOutput = new ConcurrentLinkedQueue<>();
    +
    +		expectedOutput.add(new StreamRecord<>(17, 42L));
    +		expectedOutput.add(new StreamRecord<>(1777, 5L));
    +		expectedOutput.add(new Watermark(5L));
    +
    +		TestHarnessUtil.assertOutputEquals("Output was not correct.", expectedOutput, testHarness.getOutput());
    +
    +		testHarness.close();
    +	}
    +
    +	@Test
    +	public void testProcessingTimeTimers() throws Exception {
    +
    +		StreamTimelyFlatMap<Integer, Integer, Integer> operator =
    +				new StreamTimelyFlatMap<>(IntSerializer.INSTANCE, new ProcessingTimeTriggeringFlatMapFunction());
    +
    +		OneInputStreamOperatorTestHarness<Integer, Integer> testHarness =
    +				new KeyedOneInputStreamOperatorTestHarness<>(operator, new IdentityKeySelector<Integer>(),
BasicTypeInfo.INT_TYPE_INFO);
    +
    +		testHarness.setup();
    +		testHarness.open();
    +
    +		testHarness.processElement(new StreamRecord<>(17));
    +
    +		testHarness.setProcessingTime(5);
    +
    +		ConcurrentLinkedQueue<Object> expectedOutput = new ConcurrentLinkedQueue<>();
    +
    +		expectedOutput.add(new StreamRecord<>(17));
    +		expectedOutput.add(new StreamRecord<>(1777, 5L));
    +
    +		TestHarnessUtil.assertOutputEquals("Output was not correct.", expectedOutput, testHarness.getOutput());
    +
    +		testHarness.close();
    +	}
    +
    +	/**
    +	 * Verifies that we don't have leakage between different keys.
    +	 */
    +	@Test
    +	public void testEventTimeTimerWithState() throws Exception {
    +
    +		StreamTimelyFlatMap<Integer, Integer, String> operator =
    +				new StreamTimelyFlatMap<>(IntSerializer.INSTANCE, new EventTimeTriggeringStatefulFlatMapFunction());
    +
    +		OneInputStreamOperatorTestHarness<Integer, String> testHarness =
    +				new KeyedOneInputStreamOperatorTestHarness<>(operator, new IdentityKeySelector<Integer>(),
BasicTypeInfo.INT_TYPE_INFO);
    +
    +		testHarness.setup();
    +		testHarness.open();
    +
    +		testHarness.processWatermark(new Watermark(1));
    +		testHarness.processElement(new StreamRecord<>(17, 0L)); // should set timer for
6
    +
    +		testHarness.processWatermark(new Watermark(2));
    +		testHarness.processElement(new StreamRecord<>(42, 1L)); // should set timer for
7
    +
    +		testHarness.processWatermark(new Watermark(6));
    +		testHarness.processWatermark(new Watermark(7));
    +
    +		ConcurrentLinkedQueue<Object> expectedOutput = new ConcurrentLinkedQueue<>();
    +
    +		expectedOutput.add(new Watermark(1L));
    +		expectedOutput.add(new StreamRecord<>("INPUT:17", 0L));
    +		expectedOutput.add(new Watermark(2L));
    +		expectedOutput.add(new StreamRecord<>("INPUT:42", 1L));
    +		expectedOutput.add(new StreamRecord<>("STATE:17", 6L));
    +		expectedOutput.add(new Watermark(6L));
    +		expectedOutput.add(new StreamRecord<>("STATE:42", 7L));
    +		expectedOutput.add(new Watermark(7L));
    +
    +		TestHarnessUtil.assertOutputEquals("Output was not correct.", expectedOutput, testHarness.getOutput());
    +
    +		testHarness.close();
    +	}
    +
    +	/**
    +	 * Verifies that we don't have leakage between different keys.
    +	 */
    +	@Test
    +	public void testProcessingTimeTimerWithState() throws Exception {
    +
    +		StreamTimelyFlatMap<Integer, Integer, String> operator =
    +				new StreamTimelyFlatMap<>(IntSerializer.INSTANCE, new ProcessingTimeTriggeringStatefulFlatMapFunction());
    +
    +		OneInputStreamOperatorTestHarness<Integer, String> testHarness =
    +				new KeyedOneInputStreamOperatorTestHarness<>(operator, new IdentityKeySelector<Integer>(),
BasicTypeInfo.INT_TYPE_INFO);
    +
    +		testHarness.setup();
    +		testHarness.open();
    +
    +		testHarness.setProcessingTime(1);
    +		testHarness.processElement(new StreamRecord<>(17)); // should set timer for 6
    +
    +		testHarness.setProcessingTime(2);
    +		testHarness.processElement(new StreamRecord<>(42)); // should set timer for 7
    +
    +		testHarness.setProcessingTime(6);
    +		testHarness.setProcessingTime(7);
    +
    +		ConcurrentLinkedQueue<Object> expectedOutput = new ConcurrentLinkedQueue<>();
    +
    +		expectedOutput.add(new StreamRecord<>("INPUT:17"));
    +		expectedOutput.add(new StreamRecord<>("INPUT:42"));
    +		expectedOutput.add(new StreamRecord<>("STATE:17", 6L));
    +		expectedOutput.add(new StreamRecord<>("STATE:42", 7L));
    +
    +		TestHarnessUtil.assertOutputEquals("Output was not correct.", expectedOutput, testHarness.getOutput());
    +
    +		testHarness.close();
    +	}
    +
    +	@Test
    +	public void testSnapshotAndRestore() throws Exception {
    +
    +		StreamTimelyFlatMap<Integer, Integer, String> operator =
    +				new StreamTimelyFlatMap<>(IntSerializer.INSTANCE, new BothTriggeringFlatMapFunction());
    +
    +		OneInputStreamOperatorTestHarness<Integer, String> testHarness =
    +				new KeyedOneInputStreamOperatorTestHarness<>(operator, new IdentityKeySelector<Integer>(),
BasicTypeInfo.INT_TYPE_INFO);
    +
    +		testHarness.setup();
    +		testHarness.open();
    +
    +		testHarness.processElement(new StreamRecord<>(5, 12L));
    +
    +		// snapshot and restore from scratch
    +		StreamStateHandle snapshot = testHarness.snapshot(0, 0);
    +
    +		testHarness.close();
    +
    +		operator = new StreamTimelyFlatMap<>(IntSerializer.INSTANCE, new BothTriggeringFlatMapFunction());
    +
    +		testHarness = new KeyedOneInputStreamOperatorTestHarness<>(operator, new IdentityKeySelector<Integer>(),
BasicTypeInfo.INT_TYPE_INFO);
    +
    +		testHarness.setup();
    +		testHarness.restore(snapshot);
    +		testHarness.open();
    +
    +		testHarness.setProcessingTime(5);
    +		testHarness.processWatermark(new Watermark(6));
    +
    +		ConcurrentLinkedQueue<Object> expectedOutput = new ConcurrentLinkedQueue<>();
    +
    +		expectedOutput.add(new StreamRecord<>("PROC:1777", 5L));
    +		expectedOutput.add(new StreamRecord<>("EVENT:1777", 6L));
    +		expectedOutput.add(new Watermark(6));
    +
    +		System.out.println("GOT: " + testHarness.getOutput());
    --- End diff --
    
    done.


> Add an interface for Time aware User Functions
> ----------------------------------------------
>
>                 Key: FLINK-3674
>                 URL: https://issues.apache.org/jira/browse/FLINK-3674
>             Project: Flink
>          Issue Type: New Feature
>          Components: Streaming
>    Affects Versions: 1.0.0
>            Reporter: Stephan Ewen
>            Assignee: Aljoscha Krettek
>
> I suggest to add an interface that UDFs can implement, which will let them be notified
upon watermark updates.
> Example usage:
> {code}
> public interface EventTimeFunction {
>     void onWatermark(Watermark watermark);
> }
> public class MyMapper implements MapFunction<String, String>, EventTimeFunction
{
>     private long currentEventTime = Long.MIN_VALUE;
>     public String map(String value) {
>         return value + " @ " + currentEventTime;
>     }
>     public void onWatermark(Watermark watermark) {
>         currentEventTime = watermark.getTimestamp();
>     }
> }
> {code}



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