/* * 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.pig.test; import static org.apache.pig.builtin.mock.Storage.resetData; import static org.apache.pig.builtin.mock.Storage.tuple; import static org.junit.Assert.assertEquals; import static org.junit.Assert.assertTrue; import java.util.Iterator; import java.util.List; import java.util.Random; import org.apache.commons.logging.Log; import org.apache.commons.logging.LogFactory; import org.apache.hadoop.conf.Configuration; import org.apache.pig.ExecType; import org.apache.pig.PigServer; import org.apache.pig.builtin.mock.Storage.Data; import org.apache.pig.data.DataType; import org.apache.pig.data.Tuple; import org.junit.Before; import org.junit.Test; import com.google.common.collect.Lists; /** * Testcase aimed at testing pig with large file sizes and filter and group functions */ public class TestPi { private final Log log = LogFactory.getLog(getClass()); private long defaultBlockSize = (new Configuration()).getLong("dfs.block.size", 0); private long total = ((defaultBlockSize >> 20) / 10) << 20; private int inCircle = 0; private long totalLength = 0, totalLengthTest = 0; PigServer pig; String fileName, tmpFile1; @Before public void setUp() throws Exception{ log.info("Generating test data..."); log.info("Default block size = " + defaultBlockSize); log.info("Total no. of iterations to run for test data = " + total); Random rand = new Random(); pig = new PigServer(ExecType.LOCAL); Data data = resetData(pig); List<Tuple> theInput = Lists.newArrayList(); for(int i = 0; i < total; i++) { Double x = new Double(rand.nextDouble()); Double y = new Double(rand.nextDouble()); double x1 = x.doubleValue() - 0.5; double y1 = y.doubleValue() - 0.5; double sq_dist = (x1*x1) + (y1*y1); if(sq_dist <= 0.25) { inCircle ++; } theInput.add(tuple(x, y)); totalLength += String.valueOf(sq_dist).length(); } data.set("foo", theInput); } @Test public void testPi() throws Exception { pig.registerQuery("A = load 'foo' using mock.Storage() as (x:double, y:double);"); pig.registerQuery("B = foreach A generate $0 - 0.5 as d1, $1 - 0.5 as d2;"); pig.registerQuery("C = foreach B generate $0 * $0 as m1, $1 * $1 as m2;"); pig.registerQuery("D = foreach C generate $0 + $1 as s1;"); pig.registerQuery("D = foreach D generate $0, ARITY($0);"); pig.registerQuery("E = filter D by $0 <= 0.25;"); pig.registerQuery("F = cogroup D by $1, E by $1;"); pig.registerQuery("G = foreach F generate COUNT($1) as total, COUNT($2) as in_circle;"); Iterator<Tuple> values = pig.openIterator("G"); assertTrue(values.hasNext()); Tuple finalValues = values.next(); int totalPoints = DataType.toInteger(finalValues.get(0)); int inCirclePoints = DataType.toInteger(finalValues.get(1)); log.info("Value of PI = " + 4 * (double)inCircle / (double)total); log.info("Value of PI (From Test data) = " + 4 * (double)inCirclePoints / (double)totalPoints); Iterator<Tuple> lengthTest = pig.openIterator("D"); while(lengthTest.hasNext()) { Tuple temp = lengthTest.next(); totalLengthTest += temp.get(0).toString().length(); } assertEquals(totalPoints, total); assertEquals(inCirclePoints, inCircle); assertEquals(totalLengthTest, totalLength); } }