public static void main(String[] args) throws Exception {
Options options = PipelineOptionsFactory.fromArgs(args).withValidation().as(Options.class);
Pipeline pipeline = Pipeline.create(options);
pipeline.getCoderRegistry().registerCoder(URI.class, StringDelegateCoder.of(URI.class));
pipeline
.apply(new ReadDocuments(listInputDocuments(options)))
.apply(new ComputeTfIdf())
.apply(new WriteTfIdf(options.getOutput()));
pipeline.run();
}
/** Sets up and starts streaming pipeline. */
public static void main(String[] args) {
PubsubFileInjectorOptions options =
PipelineOptionsFactory.fromArgs(args).withValidation().as(PubsubFileInjectorOptions.class);
Pipeline pipeline = Pipeline.create(options);
pipeline
.apply(TextIO.Read.from(options.getInput()))
.apply(
IntraBundleParallelization.of(PubsubFileInjector.publish(options.getOutputTopic()))
.withMaxParallelism(20));
pipeline.run();
}
public static void main(String[] args) {
PipelineOptionsFactory.register(KafkaStreamingWordCountOptions.class);
KafkaStreamingWordCountOptions options =
PipelineOptionsFactory.fromArgs(args).as(KafkaStreamingWordCountOptions.class);
options.setJobName("KafkaExample - WindowSize: " + options.getWindowSize() + " seconds");
options.setStreaming(true);
options.setCheckpointingInterval(1000L);
options.setNumberOfExecutionRetries(5);
options.setExecutionRetryDelay(3000L);
options.setRunner(FlinkPipelineRunner.class);
System.out.println(
options.getKafkaTopic()
+ " "
+ options.getZookeeper()
+ " "
+ options.getBroker()
+ " "
+ options.getGroup());
Pipeline pipeline = Pipeline.create(options);
Properties p = new Properties();
p.setProperty("zookeeper.connect", options.getZookeeper());
p.setProperty("bootstrap.servers", options.getBroker());
p.setProperty("group.id", options.getGroup());
// this is the Flink consumer that reads the input to
// the program from a kafka topic.
FlinkKafkaConsumer08<String> kafkaConsumer =
new FlinkKafkaConsumer08<>(options.getKafkaTopic(), new SimpleStringSchema(), p);
PCollection<String> words =
pipeline
.apply(Read.from(new UnboundedFlinkSource<>(kafkaConsumer)).named("StreamingWordCount"))
.apply(ParDo.of(new ExtractWordsFn()))
.apply(
Window.<String>into(
FixedWindows.of(Duration.standardSeconds(options.getWindowSize())))
.triggering(AfterWatermark.pastEndOfWindow())
.withAllowedLateness(Duration.ZERO)
.discardingFiredPanes());
PCollection<KV<String, Long>> wordCounts = words.apply(Count.<String>perElement());
wordCounts.apply(ParDo.of(new FormatAsStringFn())).apply(TextIO.Write.to("./outputKafka.txt"));
pipeline.run();
}