learning/katas/java/Core Transforms/Combine/CombineFn/src/Task.java

/*
 *  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.
 */

import java.io.Serializable;
import java.util.Objects;
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.Combine;
import org.apache.beam.sdk.transforms.Combine.CombineFn;
import org.apache.beam.sdk.transforms.Create;
import org.apache.beam.sdk.values.PCollection;
import util.Log;

class Task {

  public static void main(String[] args) {
    PipelineOptions options = PipelineOptionsFactory.fromArgs(args).create();
    Pipeline pipeline = Pipeline.create(options);

    PCollection<Integer> numbers = pipeline.apply(Create.of(10, 20, 50, 70, 90));

    PCollection<Double> output = applyTransform(numbers);

    output.apply(Log.ofElements());

    pipeline.run();
  }

  static PCollection<Double> applyTransform(PCollection<Integer> input) {
    return input.apply(Combine.globally(new AverageFn()));
  }

  static class AverageFn extends CombineFn<Integer, AverageFn.Accum, Double> {

    class Accum implements Serializable {
      int sum = 0;
      int count = 0;

      @Override
      public boolean equals(Object o) {
        if (this == o) {
          return true;
        }
        if (o == null || getClass() != o.getClass()) {
          return false;
        }
        Accum accum = (Accum) o;
        return sum == accum.sum &&
            count == accum.count;
      }

      @Override
      public int hashCode() {
        return Objects.hash(sum, count);
      }
    }

    @Override
    public Accum createAccumulator() {
      return new Accum();
    }

    @Override
    public Accum addInput(Accum accumulator, Integer input) {
      accumulator.sum += input;
      accumulator.count++;

      return accumulator;
    }

    @Override
    public Accum mergeAccumulators(Iterable<Accum> accumulators) {
      Accum merged = createAccumulator();

      for (Accum accumulator : accumulators) {
        merged.sum += accumulator.sum;
        merged.count += accumulator.count;
      }

      return merged;
    }

    @Override
    public Double extractOutput(Accum accumulator) {
      return ((double) accumulator.sum) / accumulator.count;
    }

  }

}