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November 12, 2015 19:23
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flink-it collection sink
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import org.apache.flink.api.common.functions.FlatMapFunction; | |
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; | |
import org.apache.flink.streaming.api.functions.sink.SinkFunction; | |
import org.apache.flink.streaming.util.StreamingMultipleProgramsTestBase; | |
import org.junit.Before; | |
import org.junit.Rule; | |
import org.junit.Test; | |
import org.junit.rules.TestName; | |
import org.junit.runner.RunWith; | |
import org.junit.runners.Parameterized; | |
import java.math.BigDecimal; | |
import java.util.ArrayList; | |
import java.util.Arrays; | |
import java.util.Collection; | |
import static org.junit.Assert.assertEquals; | |
@RunWith(Parameterized.class) | |
public class MyTest<T extends Number> extends StreamingMultipleProgramsTestBase { | |
@Parameterized.Parameters | |
public static Collection<Object[]> params() { | |
return Arrays.asList(new Object[][] { | |
{ 5, Arrays.asList(1, 2, 3, 4, 5) }, | |
{ 2, Arrays.asList(1.0, 2.0) }, | |
{ 4, Arrays.asList((byte)10, (byte) 2, (byte) 100, (byte) 65) }, | |
{ 3, Arrays.asList(BigDecimal.ONE, BigDecimal.TEN, BigDecimal.ZERO) } | |
}); | |
} | |
private static Collection<Number> RESULTS; | |
@Rule public TestName name = new TestName(); | |
private final int expected; | |
private final Collection<T> vals; | |
public MyTest(int expected, Collection<T> actual) { | |
this.expected = expected; | |
this.vals = actual; | |
} | |
@Before | |
public void before() { | |
RESULTS = new ArrayList<>(); | |
} | |
@Test | |
public void testEnd2End() throws Exception { | |
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment(); | |
env.fromCollection(vals) | |
.flatMap((FlatMapFunction<T, Number>) (val, out) -> { | |
out.collect(val.doubleValue() * 2); | |
Thread.sleep(1); | |
out.collect(val); | |
}) | |
.addSink((SinkFunction<Number>) RESULTS::add); | |
env.execute(getClass().getSimpleName() + "." + name.getMethodName()); | |
assertEquals(expected * 2, RESULTS.size()); | |
} | |
} |
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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 | |
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<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> | |
<groupId>test</groupId> | |
<artifactId>flink-it</artifactId> | |
<version>1.0-SNAPSHOT</version> | |
<packaging>jar</packaging> | |
<name>Flink Quickstart Job</name> | |
<url>http://www.myorganization.org</url> | |
<properties> | |
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding> | |
<flink.version>0.10.0</flink.version> | |
<junit.version>4.12</junit.version> | |
</properties> | |
<repositories> | |
<repository> | |
<id>flink-0.10.0-rc8</id> | |
<url>https://repository.apache.org/content/repositories/orgapacheflink-1055</url> | |
</repository> | |
</repositories> | |
<!-- | |
Execute "mvn clean package -Pbuild-jar" | |
to build a jar file out of this project! | |
How to use the Flink Quickstart pom: | |
a) Adding new dependencies: | |
You can add dependencies to the list below. | |
Please check if the maven-shade-plugin below is filtering out your dependency | |
and remove the exclude from there. | |
b) Build a jar for running on the cluster: | |
There are two options for creating a jar from this project | |
b.1) "mvn clean package" -> this will create a fat jar which contains all | |
dependencies necessary for running the jar created by this pom in a cluster. | |
The "maven-shade-plugin" excludes everything that is provided on a running Flink cluster. | |
b.2) "mvn clean package -Pbuild-jar" -> This will also create a fat-jar, but with much | |
nicer dependency exclusion handling. This approach is preferred and leads to | |
much cleaner jar files. | |
--> | |
<dependencies> | |
<dependency> | |
<groupId>org.apache.flink</groupId> | |
<artifactId>flink-core</artifactId> | |
<version>${flink.version}</version> | |
<scope>provided</scope> | |
</dependency> | |
<dependency> | |
<groupId>org.apache.flink</groupId> | |
<artifactId>flink-java</artifactId> | |
<version>${flink.version}</version> | |
<scope>provided</scope> | |
</dependency> | |
<dependency> | |
<groupId>org.apache.flink</groupId> | |
<artifactId>flink-streaming-java</artifactId> | |
<version>${flink.version}</version> | |
<scope>provided</scope> | |
</dependency> | |
<!-- test --> | |
<dependency> | |
<groupId>junit</groupId> | |
<artifactId>junit</artifactId> | |
<version>${junit.version}</version> | |
<scope>test</scope> | |
</dependency> | |
<dependency> | |
<groupId>org.apache.flink</groupId> | |
<artifactId>flink-streaming-java</artifactId> | |
<version>${flink.version}</version> | |
<type>test-jar</type> | |
<scope>test</scope> | |
</dependency> | |
<dependency> | |
<groupId>org.apache.flink</groupId> | |
<artifactId>flink-test-utils</artifactId> | |
<version>${flink.version}</version> | |
<scope>test</scope> | |
</dependency> | |
</dependencies> | |
<build> | |
<plugins> | |
<!-- We use the maven-shade plugin to create a fat jar that contains all dependencies | |
except flink and it's transitive dependencies. The resulting fat-jar can be executed | |
on a cluster. Change the value of Program-Class if your program entry point changes. --> | |
<plugin> | |
<groupId>org.apache.maven.plugins</groupId> | |
<artifactId>maven-shade-plugin</artifactId> | |
<version>2.4.1</version> | |
<executions> | |
<!-- Run shade goal on package phase --> | |
<execution> | |
<phase>package</phase> | |
<goals> | |
<goal>shade</goal> | |
</goals> | |
<configuration> | |
<artifactSet> | |
<excludes> | |
<!-- This list contains all dependencies of flink-dist | |
Everything else will be packaged into the fat-jar | |
--> | |
<exclude>org.apache.flink:flink-shaded-*</exclude> | |
<exclude>org.apache.flink:flink-core</exclude> | |
<exclude>org.apache.flink:flink-java</exclude> | |
<exclude>org.apache.flink:flink-scala</exclude> | |
<exclude>org.apache.flink:flink-runtime</exclude> | |
<exclude>org.apache.flink:flink-optimizer</exclude> | |
<exclude>org.apache.flink:flink-clients</exclude> | |
<exclude>org.apache.flink:flink-avro</exclude> | |
<exclude>org.apache.flink:flink-java-examples</exclude> | |
<exclude>org.apache.flink:flink-scala-examples</exclude> | |
<exclude>org.apache.flink:flink-streaming-examples</exclude> | |
<exclude>org.apache.flink:flink-streaming-java</exclude> | |
<!-- Also exclude very big transitive dependencies of Flink | |
WARNING: You have to remove these excludes if your code relies on other | |
versions of these dependencies. | |
--> | |
<exclude>org.scala-lang:scala-library</exclude> | |
<exclude>org.scala-lang:scala-compiler</exclude> | |
<exclude>org.scala-lang:scala-reflect</exclude> | |
<exclude>com.amazonaws:aws-java-sdk</exclude> | |
<exclude>com.typesafe.akka:akka-actor_*</exclude> | |
<exclude>com.typesafe.akka:akka-remote_*</exclude> | |
<exclude>com.typesafe.akka:akka-slf4j_*</exclude> | |
<exclude>io.netty:netty-all</exclude> | |
<exclude>io.netty:netty</exclude> | |
<exclude>org.eclipse.jetty:jetty-server</exclude> | |
<exclude>org.eclipse.jetty:jetty-continuation</exclude> | |
<exclude>org.eclipse.jetty:jetty-http</exclude> | |
<exclude>org.eclipse.jetty:jetty-io</exclude> | |
<exclude>org.eclipse.jetty:jetty-util</exclude> | |
<exclude>org.eclipse.jetty:jetty-security</exclude> | |
<exclude>org.eclipse.jetty:jetty-servlet</exclude> | |
<exclude>commons-fileupload:commons-fileupload</exclude> | |
<exclude>org.apache.avro:avro</exclude> | |
<exclude>commons-collections:commons-collections</exclude> | |
<exclude>org.codehaus.jackson:jackson-core-asl</exclude> | |
<exclude>org.codehaus.jackson:jackson-mapper-asl</exclude> | |
<exclude>com.thoughtworks.paranamer:paranamer</exclude> | |
<exclude>org.xerial.snappy:snappy-java</exclude> | |
<exclude>org.apache.commons:commons-compress</exclude> | |
<exclude>org.tukaani:xz</exclude> | |
<exclude>com.esotericsoftware.kryo:kryo</exclude> | |
<exclude>com.esotericsoftware.minlog:minlog</exclude> | |
<exclude>org.objenesis:objenesis</exclude> | |
<exclude>com.twitter:chill_*</exclude> | |
<exclude>com.twitter:chill-java</exclude> | |
<exclude>com.twitter:chill-avro_*</exclude> | |
<exclude>com.twitter:chill-bijection_*</exclude> | |
<exclude>com.twitter:bijection-core_*</exclude> | |
<exclude>com.twitter:bijection-avro_*</exclude> | |
<exclude>commons-lang:commons-lang</exclude> | |
<exclude>junit:junit</exclude> | |
<exclude>de.javakaffee:kryo-serializers</exclude> | |
<exclude>joda-time:joda-time</exclude> | |
<exclude>org.apache.commons:commons-lang3</exclude> | |
<exclude>org.slf4j:slf4j-api</exclude> | |
<exclude>org.slf4j:slf4j-log4j12</exclude> | |
<exclude>log4j:log4j</exclude> | |
<exclude>org.apache.commons:commons-math</exclude> | |
<exclude>org.apache.sling:org.apache.sling.commons.json</exclude> | |
<exclude>commons-logging:commons-logging</exclude> | |
<exclude>org.apache.httpcomponents:httpclient</exclude> | |
<exclude>org.apache.httpcomponents:httpcore</exclude> | |
<exclude>commons-codec:commons-codec</exclude> | |
<exclude>com.fasterxml.jackson.core:jackson-core</exclude> | |
<exclude>com.fasterxml.jackson.core:jackson-databind</exclude> | |
<exclude>com.fasterxml.jackson.core:jackson-annotations</exclude> | |
<exclude>org.codehaus.jettison:jettison</exclude> | |
<exclude>stax:stax-api</exclude> | |
<exclude>com.typesafe:config</exclude> | |
<exclude>org.uncommons.maths:uncommons-maths</exclude> | |
<exclude>com.github.scopt:scopt_*</exclude> | |
<exclude>org.mortbay.jetty:servlet-api</exclude> | |
<exclude>commons-io:commons-io</exclude> | |
<exclude>commons-cli:commons-cli</exclude> | |
</excludes> | |
</artifactSet> | |
<filters> | |
<filter> | |
<artifact>org.apache.flink:*</artifact> | |
<excludes> | |
<exclude>org/apache/flink/shaded/**</exclude> | |
<exclude>web-docs/**</exclude> | |
</excludes> | |
</filter> | |
<filter> | |
<!-- Do not copy the signatures in the META-INF folder. | |
Otherwise, this might cause SecurityExceptions when using the JAR. --> | |
<artifact>*:*</artifact> | |
<excludes> | |
<exclude>META-INF/*.SF</exclude> | |
<exclude>META-INF/*.DSA</exclude> | |
<exclude>META-INF/*.RSA</exclude> | |
</excludes> | |
</filter> | |
</filters> | |
<transformers> | |
<!-- add Main-Class to manifest file --> | |
<transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer"> | |
<mainClass>Job</mainClass> | |
</transformer> | |
</transformers> | |
<createDependencyReducedPom>false</createDependencyReducedPom> | |
</configuration> | |
</execution> | |
</executions> | |
</plugin> | |
<!-- Configure the jar plugin to add the main class as a manifest entry --> | |
<plugin> | |
<groupId>org.apache.maven.plugins</groupId> | |
<artifactId>maven-jar-plugin</artifactId> | |
<version>2.5</version> | |
<configuration> | |
<archive> | |
<manifestEntries> | |
<Main-Class>Job</Main-Class> | |
</manifestEntries> | |
</archive> | |
</configuration> | |
</plugin> | |
<plugin> | |
<groupId>org.apache.maven.plugins</groupId> | |
<artifactId>maven-compiler-plugin</artifactId> | |
<version>3.1</version> | |
<configuration> | |
<source>1.8</source> | |
<target>1.8</target> | |
</configuration> | |
</plugin> | |
</plugins> | |
<!-- If you want to use Java 8 Lambda Expressions uncomment the following lines --> | |
<pluginManagement> | |
<plugins> | |
<plugin> | |
<artifactId>maven-compiler-plugin</artifactId> | |
<configuration> | |
<source>1.8</source> | |
<target>1.8</target> | |
<compilerId>jdt</compilerId> | |
</configuration> | |
<dependencies> | |
<dependency> | |
<groupId>org.eclipse.tycho</groupId> | |
<artifactId>tycho-compiler-jdt</artifactId> | |
<version>0.21.0</version> | |
</dependency> | |
</dependencies> | |
</plugin> | |
<plugin> | |
<groupId>org.eclipse.m2e</groupId> | |
<artifactId>lifecycle-mapping</artifactId> | |
<version>1.0.0</version> | |
<configuration> | |
<lifecycleMappingMetadata> | |
<pluginExecutions> | |
<pluginExecution> | |
<pluginExecutionFilter> | |
<groupId>org.apache.maven.plugins</groupId> | |
<artifactId>maven-assembly-plugin</artifactId> | |
<versionRange>[2.4,)</versionRange> | |
<goals> | |
<goal>single</goal> | |
</goals> | |
</pluginExecutionFilter> | |
<action> | |
<ignore/> | |
</action> | |
</pluginExecution> | |
<pluginExecution> | |
<pluginExecutionFilter> | |
<groupId>org.apache.maven.plugins</groupId> | |
<artifactId>maven-compiler-plugin</artifactId> | |
<versionRange>[3.1,)</versionRange> | |
<goals> | |
<goal>testCompile</goal> | |
<goal>compile</goal> | |
</goals> | |
</pluginExecutionFilter> | |
<action> | |
<ignore/> | |
</action> | |
</pluginExecution> | |
</pluginExecutions> | |
</lifecycleMappingMetadata> | |
</configuration> | |
</plugin> | |
</plugins> | |
</pluginManagement> | |
</build> | |
</project> |
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