| /* |
| * 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. |
| */ |
| |
| // beam-playground: |
| // name: session-window |
| // description: Session window example. |
| // multifile: false |
| // context_line: 50 |
| // categories: |
| // - Quickstart |
| // complexity: ADVANCED |
| // tags: |
| // - hellobeam |
| |
| import org.apache.beam.sdk.Pipeline; |
| import org.apache.beam.sdk.options.PipelineOptions; |
| import org.apache.beam.sdk.options.PipelineOptionsFactory; |
| import org.apache.beam.sdk.transforms.Create; |
| import org.apache.beam.sdk.transforms.Min; |
| import org.apache.beam.sdk.transforms.windowing.FixedWindows; |
| import org.apache.beam.sdk.transforms.windowing.GlobalWindows; |
| import org.apache.beam.sdk.transforms.windowing.Sessions; |
| import org.apache.beam.sdk.transforms.windowing.Window; |
| import org.apache.beam.sdk.values.PCollection; |
| import org.apache.beam.sdk.transforms.DoFn; |
| import org.apache.beam.sdk.transforms.ParDo; |
| import org.joda.time.Duration; |
| import org.slf4j.Logger; |
| import org.slf4j.LoggerFactory; |
| |
| public class Task { |
| |
| private static final Logger LOG = LoggerFactory.getLogger(Task.class); |
| |
| public static void main(String[] args) { |
| |
| LOG.info("Running Task"); |
| |
| PipelineOptions options = PipelineOptionsFactory.fromArgs(args).create(); |
| Pipeline pipeline = Pipeline.create(options); |
| |
| PCollection<String> input = |
| pipeline.apply( |
| Create.of("To", "be", "or", "not", "to", "be","that", "is", "the", "question") |
| ); |
| |
| |
| PCollection<String> sessionWindowedItems = input.apply( |
| Window.<String>into(Sessions.withGapDuration(Duration.standardSeconds(600)))); |
| |
| sessionWindowedItems.apply("Log words", ParDo.of(new LogStrings())); |
| |
| |
| pipeline.run(); |
| } |
| |
| |
| public static class LogStrings extends DoFn<String, String> { |
| |
| @ProcessElement |
| public void processElement(ProcessContext c) throws Exception { |
| LOG.info("Processing word: {}", c.element()); |
| c.output(c.element()); |
| } |
| } |
| } |