/* * 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.junit.Assert.assertTrue; import java.io.File; import java.io.IOException; import java.util.Iterator; import org.apache.pig.ExecType; import org.apache.pig.PigServer; import org.apache.pig.data.Tuple; import org.apache.pig.impl.logicalLayer.FrontendException; import org.apache.pig.newplan.logical.visitor.ScalarVariableValidator; import org.junit.After; import org.junit.AfterClass; import org.junit.Before; import org.junit.Test; public class TestSample { private PigServer pig; private File tmpFile; private String tmpfilepath; private int DATALEN = 1024; static MiniCluster cluster = MiniCluster.buildCluster(); @Before public void setUp() throws Exception { pig = new PigServer(ExecType.MAPREDUCE, cluster.getProperties()); tmpFile = File.createTempFile( this.getClass().getName(), ".txt"); tmpFile.delete(); // we don't want the file, just the temp path tmpfilepath = Util.removeColon(tmpFile.getCanonicalPath()); String input[] = new String[DATALEN]; for(int i = 0; i < DATALEN; i++) { input[i] = Integer.toString(i); } Util.createInputFile(cluster, tmpfilepath, input); } @After public void tearDown() throws Exception { Util.deleteFile(cluster, tmpfilepath); } @AfterClass public static void oneTimeTearDown() throws Exception { cluster.shutDown(); } private void verify(String query, int expected_min, int expected_max) throws Exception { System.out.println("[TestSample] Query: "+query); pig.registerQuery(query); int count = 0; Iterator<Tuple> it = pig.openIterator("myid"); while (it.hasNext()) { it.next(); count ++; } boolean closeEnough = ((expected_min<=count) && (count<=expected_max)); System.out.println("[TestSample] Result: "+expected_min+"<="+count+"<="+expected_max+" -> "+closeEnough); assertTrue("Count outside expected range", closeEnough); } @Test public void testSample_None() throws Exception { verify("myid = sample (load '"+ Util.encodeEscape(tmpfilepath) + "') 0.0;", 0, 0); } @Test public void testSample_All() throws Exception { verify("myid = sample (load '"+ Util.encodeEscape(tmpfilepath) + "') 1.0;", DATALEN, DATALEN); } @Test public void testSample_Some() throws Exception { verify("myid = sample (load '"+ Util.encodeEscape(tmpfilepath) + "') 0.5;", DATALEN/3, DATALEN*2/3); } @Test public void testSample_VariableNone() throws Exception { verify("a = LOAD '" + tmpfilepath + "'; " + "b = GROUP a all;" + "c = FOREACH b GENERATE COUNT(a) AS count;" + "myid = SAMPLE a (c.count - c.count);", 0, 0); } @Test public void testSample_VariableAll() throws Exception { verify("a = LOAD '" + tmpfilepath + "'; " + "b = GROUP a all;" + "c = FOREACH b GENERATE COUNT(a) AS count;" + "myid = SAMPLE a 1.0 * (c.count / c.count) PARALLEL 2;", DATALEN, DATALEN); // test for PIG-2156 } @Test public void testSample_VariableSome() throws Exception { verify("a = LOAD '" + tmpfilepath + "'; " + "b = GROUP a all;" + "c = FOREACH b GENERATE COUNT(a) AS count;" + "myid = SAMPLE a (c.count / (2.0 * c.count) );", DATALEN/3, DATALEN*2/3); } @Test(expected=FrontendException.class) public void testSampleScalarException() throws IOException { String query = "a = load '" + tmpfilepath + "';" + "b = sample a $0;" // reference to non scalar context is not allowed ; Util.registerMultiLineQuery(pig, query); try { pig.openIterator("b"); } catch (FrontendException fe) { Util.checkMessageInException(fe, ScalarVariableValidator.ERR_MSG_SCALAR); throw fe; } } }