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| 1 | +/* |
| 2 | + * Licensed to the Apache Software Foundation (ASF) under one |
| 3 | + * or more contributor license agreements. See the NOTICE file |
| 4 | + * distributed with this work for additional information |
| 5 | + * regarding copyright ownership. The ASF licenses this file |
| 6 | + * to you under the Apache License, Version 2.0 (the |
| 7 | + * "License"); you may not use this file except in compliance |
| 8 | + * with the License. You may obtain a copy of the License at |
| 9 | + * |
| 10 | + * http://www.apache.org/licenses/LICENSE-2.0 |
| 11 | + * |
| 12 | + * Unless required by applicable law or agreed to in writing, software |
| 13 | + * distributed under the License is distributed on an "AS IS" BASIS, |
| 14 | + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 15 | + * See the License for the specific language governing permissions and |
| 16 | + * limitations under the License. |
| 17 | + */ |
| 18 | +package org.apache.beam.examples; |
| 19 | + |
| 20 | +import java.util.Arrays; |
| 21 | +import org.apache.beam.sdk.Pipeline; |
| 22 | +import org.apache.beam.sdk.io.TextIO; |
| 23 | +import org.apache.beam.sdk.transforms.Count; |
| 24 | +import org.apache.beam.sdk.transforms.Filter; |
| 25 | +import org.apache.beam.sdk.transforms.FlatMapElements; |
| 26 | +import org.apache.beam.sdk.transforms.MapElements; |
| 27 | +import org.apache.beam.sdk.values.KV; |
| 28 | +import org.apache.beam.sdk.values.TypeDescriptors; |
| 29 | + |
| 30 | +/** |
| 31 | + * A minimal "pico" example of WordCount. |
| 32 | + * |
| 33 | + * <p>This is a simplified version of MinimalWordCount with fewer concepts. |
| 34 | + */ |
| 35 | +public class PicoWordCount { |
| 36 | + |
| 37 | + public static void main(String[] args) { |
| 38 | + |
| 39 | + Pipeline p = Pipeline.create(); |
| 40 | + |
| 41 | + p.apply("ReadLines", TextIO.read().from("input.txt")) |
| 42 | + .apply( |
| 43 | + "ExtractWords", |
| 44 | + FlatMapElements.into(TypeDescriptors.strings()) |
| 45 | + .via((String line) -> Arrays.asList(line.split("\\W+")))) |
| 46 | + .apply("FilterEmptyWords", Filter.by((String word) -> !word.isEmpty())) |
| 47 | + .apply("CountWords", Count.perElement()) |
| 48 | + .apply( |
| 49 | + "FormatResults", |
| 50 | + MapElements.into(TypeDescriptors.strings()) |
| 51 | + .via((KV<String, Long> kv) -> kv.getKey() + ": " + kv.getValue())) |
| 52 | + .apply("WriteResults", TextIO.write().to("output")); |
| 53 | + |
| 54 | + p.run().waitUntilFinish(); |
| 55 | + } |
| 56 | +} |
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