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[documentation][example] Flink Source & Sink Connector (apache#2561)
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### Motivation

We added flink source connector (apache#2441) and sink connector (apache#2434). It would be great to an example to show how to use flink source & sink connector.

### Modifications

- introduce an `examples` module
- introduce an `examples/flink-consumer-source` module
- add a word count example to use flink source and sink connector

### Result

be able to know how to use flink source & sink connector
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sijie authored Sep 12, 2018
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76 changes: 76 additions & 0 deletions examples/flink-consumer-source/README.md
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## Apache Flink Connectors for Pulsar

This page describes how to use the connectors to read and write Pulsar topics with [Apache Flink](https://flink.apache.org/) stream processing applications.

Build end-to-end stream processing pipelines that use Pulsar as the stream storage and message bus, and Apache Flink for computation over the streams.
See the [Pulsar Concepts](https://pulsar.incubator.apache.org/docs/en/concepts-overview/) page for more information.

## Example

### PulsarConsumerSourceWordCount

This Flink streaming job is consuming from a Pulsar topic and couting the wordcount in a streaming fashion. The job can write the word count results
to stdout or another Pulsar topic.

The steps to run the example:

1. Start Pulsar Standalone.

You can follow the [instructions](https://pulsar.incubator.apache.org/docs/en/standalone/) to start a Pulsar standalone locally.

```shell
$ bin/pulsar standalone
```

2. Start Flink locally.

You can follow the [instructions](https://ci.apache.org/projects/flink/flink-docs-release-1.6/quickstart/setup_quickstart.html) to download and start Flink.

```shell
$ ./bin/start-cluster.sh
```

3. Build the examples.

```shell
$ cd ${PULSAR_HOME}
$ mvn clean install -DskipTests
```

4. Run the word count example to print results to stdout.

```shell
$ ./bin/flink run ${PULSAR_HOME}/examples/flink-consumer-source/target/pulsar-flink-streaming-wordcount.jar --service-url pulsar://localhost:6650 --input-topic test_src --subscription test_sub
```

5. Produce messages to topic `test_src`.

```shell
$ bin/pulsar-client produce -m "hello world test again" -n 100 test_src
```

6. You can check the flink taskexecutor `.out` file. The `.out` file will print the counts at the end of each time window as long as words are floating in, e.g.:

```shell
PulsarConsumerSourceWordCount.WordWithCount(word=hello, count=200)
PulsarConsumerSourceWordCount.WordWithCount(word=again, count=200)
PulsarConsumerSourceWordCount.WordWithCount(word=test, count=200)
PulsarConsumerSourceWordCount.WordWithCount(word=world, count=200)
PulsarConsumerSourceWordCount.WordWithCount(word=hello, count=100)
PulsarConsumerSourceWordCount.WordWithCount(word=again, count=100)
PulsarConsumerSourceWordCount.WordWithCount(word=test, count=100)
```

Alternatively, when you run the flink word count example at step 4, you can choose dump the result to another pulsar topic.

```shell
$ ./bin/flink run ${PULSAR_HOME}/examples/flink-consumer-source/target/pulsar-flink-streaming-wordcount.jar --service-url pulsar://localhost:6650 --input-topic test_src --subscription test_sub --output-topic test_dest
```

Once the flink word count example is running, you can use `bin/pulsar-client` to tail the results produced into topic `test_dest`.

```shell
$ bin/pulsar-client consume -n 0 -s test test_dest
```

You will see similar results as what you see at step 6 when running the word count example to print results to stdout.
97 changes: 97 additions & 0 deletions examples/flink-consumer-source/pom.xml
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<!--
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.
-->
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<parent>
<groupId>org.apache.pulsar.examples</groupId>
<artifactId>pulsar-examples</artifactId>
<version>2.2.0-incubating-SNAPSHOT</version>
</parent>

<groupId>org.apache.pulsar.examples</groupId>
<artifactId>flink-consumer-source</artifactId>
<name>Pulsar Examples :: Flink Consumer Source</name>

<dependencies>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-streaming-java_${scala.binary.version}</artifactId>
<version>${flink.version}</version>
</dependency>
<dependency>
<groupId>org.apache.pulsar</groupId>
<artifactId>pulsar-client-schema</artifactId>
<version>${project.version}</version>
</dependency>
<dependency>
<groupId>org.apache.pulsar</groupId>
<artifactId>pulsar-flink</artifactId>
<version>${project.version}</version>
<exclusions>
<exclusion>
<groupId>org.apache.pulsar</groupId>
<artifactId>pulsar-client-original</artifactId>
</exclusion>
</exclusions>
</dependency>
</dependencies>

<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-shade-plugin</artifactId>
<executions>
<execution>
<id>pulsar-streaming-wordcount</id>
<phase>package</phase>
<goals>
<goal>shade</goal>
</goals>
<configuration>
<shadeTestJar>false</shadeTestJar>
<shadedArtifactAttached>false</shadedArtifactAttached>
<createDependencyReducedPom>false</createDependencyReducedPom>
<transformers>
<transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
<mainClass>org.apache.pulsar.examples.flink.PulsarConsumerSourceWordCount</mainClass>
</transformer>
</transformers>
<finalName>pulsar-flink-streaming-wordcount</finalName>
<filters>
<filter>
<artifact>*</artifact>
<includes>
<include>org/apache/flink/streaming/examples/kafka/**</include>
<include>org/apache/flink/streaming/**</include>
<include>org/apache/pulsar/**</include>
</includes>
</filter>
</filters>
</configuration>
</execution>
</executions>
</plugin>
</plugins>
</build>

</project>
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/**
* 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.pulsar.examples.flink;

import static java.nio.charset.StandardCharsets.UTF_8;

import lombok.AllArgsConstructor;
import lombok.NoArgsConstructor;
import lombok.ToString;
import org.apache.flink.api.common.functions.FlatMapFunction;
import org.apache.flink.api.common.functions.ReduceFunction;
import org.apache.flink.api.common.restartstrategy.RestartStrategies;
import org.apache.flink.api.common.serialization.SimpleStringSchema;
import org.apache.flink.api.java.utils.ParameterTool;
import org.apache.flink.streaming.api.TimeCharacteristic;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.api.functions.source.SourceFunction;
import org.apache.flink.streaming.api.windowing.time.Time;
import org.apache.flink.streaming.connectors.pulsar.FlinkPulsarProducer;
import org.apache.flink.streaming.connectors.pulsar.PulsarSourceBuilder;
import org.apache.pulsar.client.api.ProducerConfiguration;

/**
* Implements a streaming wordcount program on pulsar topics.
*
* <p>Example usage:
* --service-url pulsar://localhost:6650 --input-topic test_src --subscription test_sub
*/
public class PulsarConsumerSourceWordCount {

public static void main(String[] args) throws Exception {
// parse input arguments
final ParameterTool parameterTool = ParameterTool.fromArgs(args);

if (parameterTool.getNumberOfParameters() < 2) {
System.out.println("Missing parameters!");
System.out.println("Usage: pulsar --service-url <pulsar-service-url> --input-topic <topic> --subscription <sub> --output-topic <topic>");
return;
}

StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
env.getConfig().disableSysoutLogging();
env.getConfig().setRestartStrategy(RestartStrategies.fixedDelayRestart(4, 10000));
env.enableCheckpointing(5000);
env.getConfig().setGlobalJobParameters(parameterTool);
env.setStreamTimeCharacteristic(TimeCharacteristic.ProcessingTime);

String serviceUrl = parameterTool.getRequired("service-url");
String inputTopic = parameterTool.getRequired("input-topic");
String subscription = parameterTool.get("subscription", "flink-examples");
String outputTopic = parameterTool.get("output-topic", null);
int parallelism = parameterTool.getInt("parallelism", 1);

System.out.println("Parameters:");
System.out.println("\tServiceUrl:\t" + serviceUrl);
System.out.println("\tInputTopic:\t" + inputTopic);
System.out.println("\tSubscription:\t" + subscription);
System.out.println("\tOutputTopic:\t" + outputTopic);
System.out.println("\tParallelism:\t" + parallelism);

PulsarSourceBuilder<String> builder = PulsarSourceBuilder.builder(new SimpleStringSchema())
.serviceUrl(serviceUrl)
.topic(inputTopic)
.subscriptionName(subscription);
SourceFunction<String> src = builder.build();
DataStream<String> input = env.addSource(src);

DataStream<WordWithCount> wc = input
.flatMap((FlatMapFunction<String, WordWithCount>) (line, collector) -> {
for (String word : line.split("\\s")) {
collector.collect(new WordWithCount(word, 1));
}
})
.returns(WordWithCount.class)
.keyBy("word")
.timeWindow(Time.seconds(5))
.reduce((ReduceFunction<WordWithCount>) (c1, c2) ->
new WordWithCount(c1.word, c1.count + c2.count));

if (null != outputTopic) {
wc.addSink(new FlinkPulsarProducer<>(
serviceUrl,
outputTopic,
wordWithCount -> wordWithCount.toString().getBytes(UTF_8),
new ProducerConfiguration(),
wordWithCount -> wordWithCount.word
)).setParallelism(parallelism);
} else {
// print the results with a single thread, rather than in parallel
wc.print().setParallelism(1);
}

env.execute("Pulsar Stream WordCount");
}

/**
* Data type for words with count.
*/
@AllArgsConstructor
@NoArgsConstructor
@ToString
public static class WordWithCount {

public String word;
public long count;

}

}
39 changes: 39 additions & 0 deletions examples/pom.xml
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<!--
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.
-->
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<packaging>pom</packaging>
<parent>
<groupId>org.apache.pulsar</groupId>
<artifactId>pulsar</artifactId>
<version>2.2.0-incubating-SNAPSHOT</version>
</parent>

<groupId>org.apache.pulsar.examples</groupId>
<artifactId>pulsar-examples</artifactId>
<name>Pulsar Examples :: Parent</name>

<modules>
<module>flink-consumer-source</module>
</modules>

</project>
3 changes: 3 additions & 0 deletions pom.xml
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Expand Up @@ -112,6 +112,9 @@ flexible messaging model and an intuitive client API.</description>
<!-- connector-related modules -->
<module>pulsar-io</module>

<!-- examples -->
<module>examples</module>

<!-- all these 3 modules should be put at the end in this exact sequence -->
<module>distribution</module>
<module>docker</module>
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Expand Up @@ -97,10 +97,7 @@ public class FlinkPulsarProducer<IN>
/**
* The callback than handles error propagation or logging callbacks.
*/
protected transient Function<MessageId, MessageId> successCallback = msgId -> {
acknowledgeMessage();
return msgId;
};
protected transient Function<MessageId, MessageId> successCallback;

protected transient Function<Throwable, MessageId> failureCallback;

Expand Down Expand Up @@ -205,6 +202,11 @@ public void open(Configuration parameters) throws Exception {
flushOnCheckpoint = false;
}

this.successCallback = msgId -> {
acknowledgeMessage();
return msgId;
};

if (PulsarProduceMode.AT_MOST_ONCE == produceMode) {
this.failureCallback = cause -> {
LOG.error("Error while sending record to Pulsar : " + cause.getMessage(), cause);
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Expand Up @@ -127,7 +127,6 @@ public void run(SourceContext<T> context) throws Exception {
while (isRunning) {
message = consumer.receive(messageReceiveTimeoutMs, TimeUnit.MILLISECONDS);
if (message == null) {
LOG.info("unexpected null message");
continue;
}

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Expand Up @@ -18,10 +18,12 @@
*/
package org.apache.flink.streaming.connectors.pulsar.partitioner;

import java.io.Serializable;

/**
* Extract key from a value.
*/
public interface PulsarKeyExtractor<IN> {
public interface PulsarKeyExtractor<IN> extends Serializable {

PulsarKeyExtractor NULL = in -> null;

Expand Down

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