| /** |
| * 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.scrunch |
| |
| import com.google.common.collect.ImmutableList |
| import org.apache.crunch.io.{From => from, To => to} |
| import org.apache.crunch.test.Person |
| import _root_.org.junit.Test |
| |
| case class Foo(val bar: Int, val baz: String) |
| |
| class JoinTest extends CrunchSuite { |
| lazy val pipeline = Pipeline.mapReduce[JoinTest](tempDir.getDefaultConfiguration) |
| |
| def wordCount(fileName: String) = { |
| pipeline.read(from.textFile(fileName)) |
| .flatMap(_.toLowerCase.split("\\W+")).count |
| } |
| |
| @Test def join { |
| val shakespeare = tempDir.copyResourceFileName("shakes.txt") |
| val dickens = tempDir.copyResourceFileName("dickens.txt") |
| val output = tempDir.getFile("output") |
| val filtered = wordCount(shakespeare).join(wordCount(dickens)) |
| .map((k, v) => (k, v._1 - v._2)) |
| .write(to.textFile(output.getAbsolutePath())) |
| .filter((k, d) => d > 0).materialize |
| assert(filtered.exists(_ == ("noble", 9))) |
| pipeline.done |
| } |
| |
| @Test def joinMapside { |
| val shakespeare = tempDir.copyResourceFileName("shakes.txt") |
| val dickens = tempDir.copyResourceFileName("dickens.txt") |
| val output = tempDir.getFile("output") |
| val filtered = wordCount(shakespeare).innerJoinUsing(wordCount(dickens), Joins.mapside()) |
| .map((k, v) => (k, v._1 - v._2)) |
| .write(to.textFile(output.getAbsolutePath())) |
| .filter((k, d) => d > 0).materialize |
| assert(filtered.exists(_ == ("noble", 9))) |
| pipeline.done |
| } |
| |
| @Test def joinCaseWithSpecific: Unit = { |
| val foos = pipeline.create(List(Foo(1, "a"), Foo(2, "b")), Avros.caseClasses[Foo]) |
| val p1 = new Person() |
| p1.setName("Josh") |
| p1.setAge(35) |
| p1.setSiblingnames(ImmutableList.of("Kate", "Mike")) |
| val people = pipeline.create(List(p1), Avros.specifics[Person]) |
| |
| val res = foos.by(_ => "key").join(people.by(_ => "key")) |
| println(res.materialize()) |
| pipeline.done() |
| } |
| } |