| /** |
| * 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.crunch.lambda; |
| |
| import org.apache.crunch.PCollection; |
| import org.apache.crunch.PGroupedTable; |
| import org.apache.crunch.PTable; |
| |
| /** |
| * Entry point for the crunch-lambda API. Use this to create {@link LCollection}, {@link LTable} and |
| * {@link LGroupedTable} objects from their corresponding {@link PCollection}, {@link PTable} and {@link PGroupedTable} |
| * types. |
| * |
| * <p>The crunch-lambda API allows you to write Crunch pipelines using lambda expressions and method references instead |
| * of creating classes (anonymous, inner, or top level) for each operation that needs to be completed. Many pipelines |
| * are composed of a large number of simple operations, rather than a small number of complex operations, making this |
| * strategy much more efficient to code and easy to read for those able to use Java 8 in their distributed computation |
| * environments.</p> |
| * |
| * <p>You use the API by wrapping your Crunch type into an L-type object. This class provides static methods for that. |
| * You can then use the lambda API methods on the L-type object, yielding more L-type objects. If at any point you need |
| * to go back to the standard Crunch world (for compatibility with existing code or complex use cases), you can at any |
| * time call underlying() on an L-type object to get a Crunch object</p> |
| * |
| * <p>Example (the obligatory wordcount):</p> |
| * |
| * <pre>{@code |
| * Pipeline pipeline = new MRPipeline(getClass()); |
| * LCollection<String> inputText = Lambda.wrap(pipeline.readTextFile("/path/to/input/file")); |
| * inputText.flatMap(line -> Arrays.stream(line.split(" ")), Writables.strings()) |
| * .count() |
| * .map(wordCountPair -> wordCountPair.first() + ": " + wordCountPair.second(), strings()) |
| * .write(To.textFile("/path/to/output/file")); |
| * pipeline.run(); |
| * }</pre> |
| * |
| */ |
| public class Lambda { |
| private static LCollectionFactory INSTANCE = new LCollectionFactoryImpl(); |
| |
| public static <S> LCollection<S> wrap(PCollection<S> collection) { return INSTANCE.wrap(collection); } |
| public static <K, V> LTable<K, V> wrap(PTable<K, V> collection) { return INSTANCE.wrap(collection); } |
| public static <K, V> LGroupedTable<K, V> wrap(PGroupedTable<K, V> collection) { return INSTANCE.wrap(collection); } |
| } |