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Add an example with Streamlet API using component config (#3496)
An example Streamlet topology demonstrating how to set cpu and memory limits per component.
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examples/src/java/org/apache/heron/examples/streamlet/ComponentConfigTopology.java
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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. | ||
*/ | ||
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package org.apache.heron.examples.streamlet; | ||
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import java.util.Arrays; | ||
import java.util.List; | ||
import java.util.logging.Logger; | ||
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import org.apache.heron.common.basics.ByteAmount; | ||
import org.apache.heron.examples.streamlet.utils.StreamletUtils; | ||
import org.apache.heron.streamlet.Builder; | ||
import org.apache.heron.streamlet.Config; | ||
import org.apache.heron.streamlet.Runner; | ||
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/** | ||
* This topology is an implementation of a simple topology using the | ||
* Streamlet API. CPU and ram are configured for each component. | ||
*/ | ||
public final class ComponentConfigTopology { | ||
private ComponentConfigTopology() { | ||
} | ||
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private static final Logger LOG = | ||
Logger.getLogger(ComponentConfigTopology.class.getName()); | ||
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private static final List<String> SENTENCES = Arrays.asList( | ||
"I have nothing to declare but my genius", | ||
"You can even", | ||
"Compassion is an action word with no boundaries", | ||
"To thine own self be true" | ||
); | ||
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public static void main(String[] args) throws Exception { | ||
Builder processingGraphBuilder = Builder.newBuilder(); | ||
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processingGraphBuilder | ||
// The origin of the processing graph: an indefinite series of sentences chosen | ||
// from the list | ||
.newSource(() -> StreamletUtils.randomFromList(SENTENCES)) | ||
.setName("random-sentences-source") | ||
// Each sentence is "flattened" into a Streamlet<String> of individual words | ||
.flatMap(sentence -> Arrays.asList(sentence.toLowerCase().split("\\s+"))) | ||
.setName("flatten-into-individual-words") | ||
// The final output is logged using a user-supplied format | ||
.consume(w -> { | ||
String logMessage = String.format("(word: %s)", w); | ||
LOG.info(logMessage); | ||
}) | ||
.setName("consumer"); | ||
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// The topology's parallelism (the number of containers across which the topology's | ||
// processing instance will be split) can be defined via the second command-line | ||
// argument (or else the default of 2 will be used). | ||
int topologyParallelism = StreamletUtils.getParallelism(args, 2); | ||
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Config config = Config.newBuilder() | ||
.setNumContainers(topologyParallelism) | ||
.setPerContainerCpu(1) | ||
.build(); | ||
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config.getHeronConfig().setComponentCpu("random-sentences-source", 0.3); | ||
config.getHeronConfig().setComponentRam("random-sentences-source", | ||
ByteAmount.fromMegabytes(300)); | ||
config.getHeronConfig().setComponentCpu("flatten-into-individual-words", 0.3); | ||
config.getHeronConfig().setComponentRam("flatten-into-individual-words", | ||
ByteAmount.fromMegabytes(300)); | ||
config.getHeronConfig().setComponentCpu("consumer", 0.2); | ||
config.getHeronConfig().setComponentRam("consumer", ByteAmount.fromMegabytes(200)); | ||
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// Fetches the topology name from the first command-line argument | ||
String topologyName = StreamletUtils.getTopologyName(args); | ||
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// Finally, the processing graph and configuration are passed to the Runner, which converts | ||
// the graph into a Heron topology that can be run in a Heron cluster. | ||
new Runner().run(topologyName, config, processingGraphBuilder); | ||
} | ||
} |