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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
 * "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
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package org.apache.beam.examples;

import java.util.List;
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.ApproximateQuantiles;
import org.apache.beam.sdk.transforms.Create;
import org.apache.beam.sdk.transforms.DoFn;
import org.apache.beam.sdk.transforms.DoFn.Element;
import org.apache.beam.sdk.transforms.DoFn.OutputReceiver;
import org.apache.beam.sdk.transforms.ParDo;
import org.apache.beam.sdk.values.PCollection;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

// beam-playground:
//   name: ApproximateQuantiles
//   description: Demonstration of ApproximateQuantiles transform usage.
//   multifile: false
//   default_example: false
//   context_line: 48
//   categories:
//     - Core Transforms
//   complexity: BASIC
//   tags:
//     - transforms
//     - numbers

public class ApproximateQuantilesExample {
  public static void main(String[] args) {
    PipelineOptions options = PipelineOptionsFactory.create();
    Pipeline pipeline = Pipeline.create(options);
    // [START main_section]
    // Create a collection with numbers
    PCollection<Integer> input = pipeline.apply(Create.of(1, 1, 2, 2, 3, 4, 4, 5, 5));
    // This will produce a collection containing 5 values: the minimum value,
    // Quartile 1 value, Quartile 2 value (median), Quartile 3 value, and the
    // maximum value.
    PCollection<List<Integer>> result = input.apply(ApproximateQuantiles.globally(5));
    // [END main_section]
    result.apply(
        ParDo.of(
            new LogOutput<>(
                "PCollection numbers after ApproximateQuantiles.globally transform: ")));
    pipeline.run();
  }

  static class LogOutput<T> extends DoFn<T, T> {
    private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class);
    private final String prefix;

    public LogOutput(String prefix) {
      this.prefix = prefix;
    }

    @ProcessElement
    public void processElement(@Element T element, OutputReceiver<T> receiver) throws Exception {
      LOG.info("{}{}", prefix, element);
      receiver.output(element);
    }
  }
}
