| /* |
| * 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.beam.learning.katas.coretransforms.sideinput; |
| |
| import java.util.Map; |
| import org.apache.beam.learning.katas.util.Log; |
| 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.DoFn; |
| import org.apache.beam.sdk.transforms.ParDo; |
| import org.apache.beam.sdk.transforms.View; |
| import org.apache.beam.sdk.values.KV; |
| import org.apache.beam.sdk.values.PCollection; |
| import org.apache.beam.sdk.values.PCollectionView; |
| |
| public class Task { |
| |
| public static void main(String[] args) { |
| PipelineOptions options = PipelineOptionsFactory.fromArgs(args).create(); |
| Pipeline pipeline = Pipeline.create(options); |
| |
| PCollection<KV<String, String>> citiesToCountries = |
| pipeline.apply("Cities and Countries", |
| Create.of( |
| KV.of("Beijing", "China"), |
| KV.of("London", "United Kingdom"), |
| KV.of("San Francisco", "United States"), |
| KV.of("Singapore", "Singapore"), |
| KV.of("Sydney", "Australia") |
| )); |
| |
| PCollectionView<Map<String, String>> citiesToCountriesView = |
| createView(citiesToCountries); |
| |
| PCollection<Person> persons = |
| pipeline.apply("Persons", |
| Create.of( |
| new Person("Henry", "Singapore"), |
| new Person("Jane", "San Francisco"), |
| new Person("Lee", "Beijing"), |
| new Person("John", "Sydney"), |
| new Person("Alfred", "London") |
| )); |
| |
| PCollection<Person> output = applyTransform(persons, citiesToCountriesView); |
| |
| output.apply(Log.ofElements()); |
| |
| pipeline.run(); |
| } |
| |
| static PCollectionView<Map<String, String>> createView( |
| PCollection<KV<String, String>> citiesToCountries) { |
| |
| return citiesToCountries.apply(View.asMap()); |
| } |
| |
| static PCollection<Person> applyTransform( |
| PCollection<Person> persons, PCollectionView<Map<String, String>> citiesToCountriesView) { |
| |
| return persons.apply(ParDo.of(new DoFn<Person, Person>() { |
| |
| @ProcessElement |
| public void processElement(@Element Person person, OutputReceiver<Person> out, |
| ProcessContext context) { |
| Map<String, String> citiesToCountries = context.sideInput(citiesToCountriesView); |
| String city = person.getCity(); |
| String country = citiesToCountries.get(city); |
| |
| out.output(new Person(person.getName(), city, country)); |
| } |
| |
| }).withSideInputs(citiesToCountriesView)); |
| } |
| |
| } |