/*
* 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 java.io.File;
import java.util.Iterator;
import java.util.Random;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.HBaseTestingUtility;
import org.apache.hadoop.hbase.MiniHBaseCluster;
import org.apache.hadoop.hbase.client.HTable;
import org.apache.hadoop.hbase.util.Bytes;
import org.apache.hadoop.mapred.jobcontrol.Job;
import org.apache.hadoop.mapred.jobcontrol.JobControl;
import org.apache.pig.ExecType;
import org.apache.pig.backend.executionengine.ExecException;
import org.apache.pig.backend.hadoop.datastorage.ConfigurationUtil;
import org.apache.pig.backend.hadoop.executionengine.HExecutionEngine;
import org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler;
import org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobCreationException;
import org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceLauncher;
import org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceOper;
import org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.plans.MROperPlan;
import org.apache.pig.backend.hadoop.executionengine.physicalLayer.PhysicalOperator;
import org.apache.pig.backend.hadoop.executionengine.physicalLayer.plans.PhysicalPlan;
import org.apache.pig.backend.hadoop.executionengine.physicalLayer.relationalOperators.POPackage;
import org.apache.pig.backend.hadoop.executionengine.physicalLayer.relationalOperators.POStore;
import org.apache.pig.data.DataType;
import org.apache.pig.impl.PigContext;
import org.apache.pig.impl.io.FileLocalizer;
import org.apache.pig.impl.logicalLayer.LogicalPlan;
import org.apache.pig.impl.util.ConfigurationValidator;
import org.apache.pig.test.utils.GenPhyOp;
import org.apache.pig.test.utils.LogicalPlanTester;
import org.junit.After;
import org.junit.AfterClass;
import org.junit.BeforeClass;
import org.junit.Before;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.junit.runners.JUnit4;
@RunWith(JUnit4.class)
public class TestJobSubmission extends junit.framework.TestCase{
static PigContext pc;
String ldFile;
String expFile;
PhysicalPlan php = new PhysicalPlan();
String stFile;
String hadoopLdFile;
String grpName;
Random r = new Random();
String curDir;
String inpDir;
String golDir;
static MiniCluster cluster = MiniCluster.buildCluster();
private static HBaseTestingUtility util;
@BeforeClass
public static void onetimeSetup() throws Exception {
pc = new PigContext(ExecType.MAPREDUCE, cluster.getProperties());
try {
pc.connect();
} catch (ExecException e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
GenPhyOp.setPc(pc);
Util.copyFromLocalToCluster(cluster, "test/org/apache/pig/test/data/passwd", "/passwd");
Configuration conf = cluster.getConfiguration();
util = new HBaseTestingUtility(conf);
util.startMiniZKCluster();
util.startMiniHBaseCluster(1, 1);
}
@Before
public void setUp() throws Exception{
curDir = System.getProperty("user.dir");
inpDir = curDir + File.separatorChar + "test/org/apache/pig/test/data/InputFiles/";
if ((System.getProperty("os.name").toUpperCase().startsWith("WINDOWS")))
inpDir="/"+FileLocalizer.parseCygPath(inpDir, FileLocalizer.STYLE_WINDOWS);
golDir = curDir + File.separatorChar + "test/org/apache/pig/test/data/GoldenFiles/";
if ((System.getProperty("os.name").toUpperCase().startsWith("WINDOWS")))
golDir="/"+FileLocalizer.parseCygPath(golDir, FileLocalizer.STYLE_WINDOWS);
}
@After
public void tearDown() throws Exception {
}
@AfterClass
public static void oneTimeTearDown() throws Exception {
// In HBase 0.90.1 and above we can use util.shutdownMiniHBaseCluster()
// here instead.
MiniHBaseCluster hbc = util.getHBaseCluster();
if (hbc != null) {
hbc.shutdown();
hbc.join();
}
util.shutdownMiniZKCluster();
cluster.shutDown();
}
/* private void generateInput(int numTuples) throws ExecException{
DataBag inpDb = GenRandomData.genRandSmallTupDataBag(r, numTuples, 1000);
POProject proj = new POProject(new OperatorKey("", r.nextLong()));
Tuple t = new DefaultTuple();
t.append(inpDb);
proj.attachInput(t);
proj.setColumn(0);
proj.setOverloaded(true);
proj.setResultType(DataType.TUPLE);
List<PhysicalOperator> inps = new ArrayList<PhysicalOperator>();
inps.add(proj);
POStore str = new POStore(new OperatorKey("", r.nextLong()));
str.setInputs(inps);
FileSpec fSpec = new FileSpec(ldFile, new FuncSpec(PigStorage.class.getName()));
str.setSFile(fSpec);
str.setPc(pc);
str.store();
}
private void setUp1(boolean gen) throws Exception {
ldFile = "file:" + inpDir + "jsTst1.txt";
expFile = ldFile;
stFile = "jsTst1";
grpName = "jobSubTst1";
if(gen){
generateInput(100);
return;
}
hadoopLdFile = FileLocalizer.hadoopify(ldFile, pc);
FileSpec LFSpec = new FileSpec(hadoopLdFile,new FuncSpec(PigStorage.class.getName()));
FileSpec SFSpec = new FileSpec(stFile, new FuncSpec(PigStorage.class.getName()));
POLoad ld = new POLoad(new OperatorKey("", r.nextLong()), true);
POStore st = new POStore(new OperatorKey("", r.nextLong()));
ld.setPc(pc);
ld.setLFile(LFSpec);
st.setPc(pc);
st.setSFile(SFSpec);
php.add(ld);
php.add(st);
php.connect(ld, st);
}
// @Test
public void testCompile1() throws Exception {
boolean gen = false;
setUp1(gen);
if(gen)
return;
submit();
assertEquals(true, FileLocalizer.fileExists(stFile, pc));
FileSpec fSpecExp = new FileSpec(expFile, new FuncSpec(PigStorage.class.getName()));
FileSpec fSpecAct = new FileSpec(stFile, new FuncSpec(PigStorage.class.getName()));
assertEquals(true, TestHelper.areFilesSame(fSpecExp, fSpecAct, pc));
}
private void setUp2(boolean gen) throws Exception {
ldFile = "file:" + inpDir + "jsTst2.txt";
expFile = ldFile;
stFile = "jsTst2";
grpName = "jobSubTst2";
if(gen){
generateInput(1000);
return;
}
hadoopLdFile = FileLocalizer.hadoopify(ldFile, pc);
FileSpec LFSpec = new FileSpec(hadoopLdFile, new FuncSpec(PigStorage.class.getName()));
FileSpec SFSpec = new FileSpec(stFile,new FuncSpec(PigStorage.class.getName()));
POLoad ld = new POLoad(new OperatorKey("", r.nextLong()), true);
POStore st = new POStore(new OperatorKey("", r.nextLong()));
ld.setPc(pc);
ld.setLFile(LFSpec);
st.setPc(pc);
st.setSFile(SFSpec);
php.add(ld);
php.add(st);
php.connect(ld, st);
}
// @Test
public void testCompile2() throws Exception {
boolean gen = false;
setUp2(gen);
if(gen)
return;
submit();
assertEquals(true, FileLocalizer.fileExists(stFile, pc));
FileSpec fSpecExp = new FileSpec(expFile,new FuncSpec(PigStorage.class.getName()));
FileSpec fSpecAct = new FileSpec(stFile,new FuncSpec(PigStorage.class.getName()));
assertEquals(true, TestHelper.areFilesSame(fSpecExp, fSpecAct, pc));
}
private void setUp3(boolean gen) throws Exception {
ldFile = "file:" + inpDir + "jsTst1.txt";
expFile = "file:" + golDir + "jsTst3";
stFile = "jsTst3";
grpName = "jobSubTst3";
if(gen){
generateInput(1000);
return;
}
hadoopLdFile = FileLocalizer.hadoopify(ldFile, pc);
FileSpec LFSpec = new FileSpec(hadoopLdFile, new FuncSpec(PigStorage.class.getName()));
FileSpec SFSpec = new FileSpec(stFile, new FuncSpec(PigStorage.class.getName()));
POLoad ld = new POLoad(new OperatorKey("", r.nextLong()), true);
POStore st = new POStore(new OperatorKey("", r.nextLong()));
ld.setPc(pc);
ld.setLFile(LFSpec);
st.setPc(pc);
st.setSFile(SFSpec);
int[] flds = {0,1};
Tuple sample = new DefaultTuple();
sample.append(new String("S"));
sample.append(new Integer("10"));
POForEach fe = GenPhyOp.topForEachOPWithPlan(flds , sample);
POFilter fl = GenPhyOp.topFilterOpWithProj(1, 500, GenPhyOp.LT);
php.add(ld);
php.add(fe);
php.connect(ld, fe);
php.add(fl);
php.connect(fe, fl);
php.add(st);
php.connect(fl, st);
}
// @Test
public void testCompile3() throws Exception {
boolean gen = false;
setUp3(gen);
if(gen)
return;
submit();
assertEquals(true, FileLocalizer.fileExists(stFile, pc));
FileSpec fSpecExp = new FileSpec(expFile, new FuncSpec(PigStorage.class.getName(), new String[]{","}));
FileSpec fSpecAct = new FileSpec(stFile,new FuncSpec(PigStorage.class.getName()));
assertEquals(true, TestHelper.areFilesSame(fSpecExp, fSpecAct, pc));
}
private void setUp4(boolean gen) throws Exception {
ldFile = "file:" + inpDir + "jsTst1.txt";
expFile = "file:" + golDir + "jsTst4";
stFile = "jsTst4";
grpName = "jobSubTst4";
if(gen){
generateInput(1000);
return;
}
hadoopLdFile = FileLocalizer.hadoopify(ldFile, pc);
FileSpec LFSpec = new FileSpec(hadoopLdFile,new FuncSpec(PigStorage.class.getName()));
FileSpec SFSpec = new FileSpec(stFile,new FuncSpec(PigStorage.class.getName()));
POLoad ld = new POLoad(new OperatorKey("", r.nextLong()), true);
POStore st = new POStore(new OperatorKey("", r.nextLong()));
ld.setPc(pc);
ld.setLFile(LFSpec);
st.setPc(pc);
st.setSFile(SFSpec);
POSplit spl = GenPhyOp.topSplitOp();
POFilter fl1 = GenPhyOp.topFilterOpWithProjWithCast(1, 200, GenPhyOp.LT);
POFilter fl2 = GenPhyOp.topFilterOpWithProjWithCast(1, 800, GenPhyOp.GT);
POUnion un = GenPhyOp.topUnionOp();
php.add(ld);
php.add(spl);
php.connect(ld, spl);
php.add(fl1);
php.connect(spl, fl1);
php.add(fl2);
php.connect(spl, fl2);
php.add(un);
php.connect(fl1, un);
php.connect(fl2, un);
php.add(st);
php.connect(un, st);
}
// @Test
public void testCompile4() throws Exception {
boolean gen = false;
setUp4(gen);
if(gen)
return;
submit();
assertEquals(true, FileLocalizer.fileExists(stFile, pc));
FileSpec fSpecExp = new FileSpec(expFile, new FuncSpec(PigStorage.class.getName(), new String[]{","}));
FileSpec fSpecAct = new FileSpec(stFile,new FuncSpec(PigStorage.class.getName()));
assertEquals(true, TestHelper.areFilesSame(fSpecExp, fSpecAct, pc));
}
private void setUp5(boolean gen) throws Exception {
ldFile = "file:" + inpDir + "jsTst5.txt";
expFile = ldFile;
stFile = "jsTst5";
grpName = "jobSubTst5";
if(gen){
generateInput(1000);
return;
}
hadoopLdFile = FileLocalizer.hadoopify(ldFile, pc);
FileSpec LFSpec = new FileSpec(hadoopLdFile, new FuncSpec(PigStorage.class.getName(), new String[]{","}));
FileSpec SFSpec = new FileSpec(stFile,new FuncSpec(PigStorage.class.getName()));
POLoad ld = new POLoad(new OperatorKey("", r.nextLong()), true);
POStore st = new POStore(new OperatorKey("", r.nextLong()));
ld.setPc(pc);
ld.setLFile(LFSpec);
st.setPc(pc);
st.setSFile(SFSpec);
Tuple sample = new DefaultTuple();
sample.append("S");
sample.append(1);
POLocalRearrange lr = GenPhyOp.topLocalRearrangeOPWithPlan(0, 1, sample);
POGlobalRearrange gr = GenPhyOp.topGlobalRearrangeOp();
POPackage pk = GenPhyOp.topPackageOp();
pk.setKeyType(DataType.INTEGER);
pk.setNumInps(1);
boolean[] inner = {false};
pk.setInner(inner);
POForEach fe = GenPhyOp.topForEachOPWithPlan(1);
php.add(ld);
php.add(lr);
php.connect(ld, lr);
php.add(gr);
php.connect(lr, gr);
php.add(pk);
php.connect(gr, pk);
php.add(fe);
php.connect(pk, fe);
php.add(st);
php.connect(fe, st);
}
@Test
public void testCompile5() throws Exception {
boolean gen = false;
setUp5(gen);
if(gen)
return;
submit();
assertEquals(true, FileLocalizer.fileExists(stFile, pc));
FileSpec fSpecExp = new FileSpec(expFile, new FuncSpec(PigStorage.class.getName(), new String[]{","}));
FileSpec fSpecAct = new FileSpec(stFile,new FuncSpec(PigStorage.class.getName()));
assertEquals(true, TestHelper.areFilesSame(fSpecExp, fSpecAct, pc));
}*/
@Test
public void testJobControlCompilerErr() throws Exception {
LogicalPlanTester planTester = new LogicalPlanTester() ;
planTester.buildPlan("a = load 'input';");
LogicalPlan lp = planTester.buildPlan("b = order a by $0;");
PhysicalPlan pp = Util.buildPhysicalPlan(lp, pc);
POStore store = GenPhyOp.dummyPigStorageOp();
pp.addAsLeaf(store);
MROperPlan mrPlan = Util.buildMRPlan(pp, pc);
for(MapReduceOper mro: mrPlan.getLeaves()) {
if(mro.reducePlan != null) {
PhysicalOperator po = mro.reducePlan.getRoots().get(0);
if(po instanceof POPackage) {
((POPackage)po).setKeyType(DataType.BAG);
mro.setGlobalSort(true);
}
}
}
HExecutionEngine exe = pc.getExecutionEngine();
ConfigurationValidator.validatePigProperties(exe.getConfiguration());
Configuration conf = ConfigurationUtil.toConfiguration(exe.getConfiguration());
JobControlCompiler jcc = new JobControlCompiler(pc, conf);
try {
jcc.compile(mrPlan, "Test");
} catch (JobCreationException jce) {
assertTrue(jce.getErrorCode() == 1068);
}
}
@Test
public void testDefaultParallel() throws Throwable {
pc.defaultParallel = 100;
LogicalPlanTester planTester = new LogicalPlanTester() ;
planTester.buildPlan("a = load 'input';");
LogicalPlan lp = planTester.buildPlan("b = group a by $0;");
PhysicalPlan pp = Util.buildPhysicalPlan(lp, pc);
POStore store = GenPhyOp.dummyPigStorageOp();
pp.addAsLeaf(store);
MROperPlan mrPlan = Util.buildMRPlan(pp, pc);
HExecutionEngine exe = pc.getExecutionEngine();
ConfigurationValidator.validatePigProperties(exe.getConfiguration());
Configuration conf = ConfigurationUtil.toConfiguration(exe.getConfiguration());
JobControlCompiler jcc = new JobControlCompiler(pc, conf);
JobControl jobControl = jcc.compile(mrPlan, "Test");
Job job = jobControl.getWaitingJobs().get(0);
int parallel = job.getJobConf().getNumReduceTasks();
assertTrue(parallel==100);
pc.defaultParallel = -1;
}
@Test
public void testDefaultParallelInSort() throws Throwable {
pc.defaultParallel = 100;
LogicalPlanTester planTester = new LogicalPlanTester() ;
planTester.buildPlan("a = load 'input';");
LogicalPlan lp = planTester.buildPlan("b = order a by $0;");
PhysicalPlan pp = Util.buildPhysicalPlan(lp, pc);
POStore store = GenPhyOp.dummyPigStorageOp();
pp.addAsLeaf(store);
MROperPlan mrPlan = Util.buildMRPlan(pp, pc);
HExecutionEngine exe = pc.getExecutionEngine();
ConfigurationValidator.validatePigProperties(exe.getConfiguration());
Configuration conf = ConfigurationUtil.toConfiguration(exe.getConfiguration());
JobControlCompiler jcc = new JobControlCompiler(pc, conf);
// Get the sort job
Iterator<MapReduceOper> iter = mrPlan.getKeys().values().iterator();
int counter = 0;
while (iter.hasNext()) {
MapReduceOper op = iter.next();
counter++;
if (op.isGlobalSort()) {
assertTrue(op.getRequestedParallelism()==100);
}
}
assertEquals(3, counter);
pc.defaultParallel = -1;
}
@Test
public void testDefaultParallelInSkewJoin() throws Throwable {
pc.defaultParallel = 100;
LogicalPlanTester planTester = new LogicalPlanTester() ;
planTester.buildPlan("a = load 'input';");
planTester.buildPlan("b = load 'input';");
LogicalPlan lp = planTester.buildPlan("c = join a by $0, b by $0 using \"skewed\";");
PhysicalPlan pp = Util.buildPhysicalPlan(lp, pc);
POStore store = GenPhyOp.dummyPigStorageOp();
pp.addAsLeaf(store);
MROperPlan mrPlan = Util.buildMRPlan(pp, pc);
HExecutionEngine exe = pc.getExecutionEngine();
ConfigurationValidator.validatePigProperties(exe.getConfiguration());
Configuration conf = ConfigurationUtil.toConfiguration(exe.getConfiguration());
JobControlCompiler jcc = new JobControlCompiler(pc, conf);
// Get the skew join job
Iterator<MapReduceOper> iter = mrPlan.getKeys().values().iterator();
int counter = 0;
while (iter.hasNext()) {
MapReduceOper op = iter.next();
counter++;
if (op.isSkewedJoin()) {
assertTrue(op.getRequestedParallelism()==100);
}
}
assertEquals(3, counter);
pc.defaultParallel = -1;
}
@Test
public void testReducerNumEstimation() throws Exception{
// use the estimation
LogicalPlanTester planTester = new LogicalPlanTester(pc) ;
planTester.buildPlan("a = load '/passwd';");
LogicalPlan lp = planTester.buildPlan("b = group a by $0;");
PhysicalPlan pp = Util.buildPhysicalPlan(lp, pc);
POStore store = GenPhyOp.dummyPigStorageOp();
pp.addAsLeaf(store);
MROperPlan mrPlan = Util.buildMRPlan(pp, pc);
pc.getConf().setProperty("pig.exec.reducers.bytes.per.reducer", "100");
pc.getConf().setProperty("pig.exec.reducers.max", "10");
HExecutionEngine exe = pc.getExecutionEngine();
ConfigurationValidator.validatePigProperties(exe.getConfiguration());
Configuration conf = ConfigurationUtil.toConfiguration(exe.getConfiguration());
JobControlCompiler jcc = new JobControlCompiler(pc, conf);
JobControl jc=jcc.compile(mrPlan, "Test");
Job job = jc.getWaitingJobs().get(0);
long reducer=Math.min((long)Math.ceil(new File("test/org/apache/pig/test/data/passwd").length()/100.0), 10);
assertEquals(job.getJobConf().getLong("mapred.reduce.tasks",10), reducer);
// use the PARALLEL key word, it will override the estimated reducer number
planTester = new LogicalPlanTester(pc) ;
planTester.buildPlan("a = load '/passwd';");
lp = planTester.buildPlan("b = group a by $0 PARALLEL 2;");
pp = Util.buildPhysicalPlan(lp, pc);
store = GenPhyOp.dummyPigStorageOp();
pp.addAsLeaf(store);
mrPlan = Util.buildMRPlan(pp, pc);
pc.getConf().setProperty("pig.exec.reducers.bytes.per.reducer", "100");
pc.getConf().setProperty("pig.exec.reducers.max", "10");
exe = pc.getExecutionEngine();
ConfigurationValidator.validatePigProperties(exe.getConfiguration());
conf = ConfigurationUtil.toConfiguration(exe.getConfiguration());
jcc = new JobControlCompiler(pc, conf);
jc=jcc.compile(mrPlan, "Test");
job = jc.getWaitingJobs().get(0);
assertEquals(job.getJobConf().getLong("mapred.reduce.tasks",10), 2);
final byte[] COLUMNFAMILY = Bytes.toBytes("pig");
HTable table = util.createTable(Bytes.toBytesBinary("passwd"),
COLUMNFAMILY);
// the estimation won't take effect when it apply to non-dfs or the files doesn't exist, such as hbase
planTester = new LogicalPlanTester(pc) ;
planTester.buildPlan("a = load 'hbase://passwd' using org.apache.pig.backend.hadoop.hbase.HBaseStorage('c:f1 c:f2');");
lp = planTester.buildPlan("b = group a by $0 ;");
pp = Util.buildPhysicalPlan(lp, pc);
store = GenPhyOp.dummyPigStorageOp();
pp.addAsLeaf(store);
mrPlan = Util.buildMRPlan(pp, pc);
pc.getConf().setProperty("pig.exec.reducers.bytes.per.reducer", "100");
pc.getConf().setProperty("pig.exec.reducers.max", "10");
exe = pc.getExecutionEngine();
ConfigurationValidator.validatePigProperties(exe.getConfiguration());
conf = ConfigurationUtil.toConfiguration(exe.getConfiguration());
jcc = new JobControlCompiler(pc, conf);
jc=jcc.compile(mrPlan, "Test");
job = jc.getWaitingJobs().get(0);
assertEquals(job.getJobConf().getLong("mapred.reduce.tasks",10), 1);
util.deleteTable(Bytes.toBytesBinary("passwd"));
}
@Test
public void testReducerNumEstimationForOrderBy() throws Exception{
// use the estimation
pc.getProperties().setProperty("pig.exec.reducers.bytes.per.reducer", "100");
pc.getProperties().setProperty("pig.exec.reducers.max", "10");
LogicalPlanTester planTester = new LogicalPlanTester(pc) ;
planTester.buildPlan("a = load '/passwd';");
LogicalPlan lp = planTester.buildPlan("b = order a by $0;");
PhysicalPlan pp = Util.buildPhysicalPlan(lp, pc);
POStore store = GenPhyOp.dummyPigStorageOp();
pp.addAsLeaf(store);
MROperPlan mrPlan = Util.buildMRPlanWithOptimizer(pp, pc);
assertEquals(2, mrPlan.size());
MapReduceOper sort = mrPlan.getLeaves().get(0);
long reducer=Math.min((long)Math.ceil(new File("test/org/apache/pig/test/data/passwd").length()/100.0), 10);
assertEquals(reducer, sort.getRequestedParallelism());
// use the PARALLEL key word, it will override the estimated reducer number
planTester = new LogicalPlanTester(pc) ;
planTester.buildPlan("a = load '/passwd';");
lp = planTester.buildPlan("b = order a by $0 PARALLEL 2;");
pp = Util.buildPhysicalPlan(lp, pc);
store = GenPhyOp.dummyPigStorageOp();
pp.addAsLeaf(store);
mrPlan = Util.buildMRPlanWithOptimizer(pp, pc);
assertEquals(2, mrPlan.size());
sort = mrPlan.getLeaves().get(0);
assertEquals(2, sort.getRequestedParallelism());
// the estimation won't take effect when it apply to non-dfs or the files doesn't exist, such as hbase
planTester = new LogicalPlanTester(pc) ;
planTester.buildPlan("a = load 'hbase://passwd' using org.apache.pig.backend.hadoop.hbase.HBaseStorage('c:f1 c:f2');");
lp = planTester.buildPlan("b = order a by $0 ;");
pp = Util.buildPhysicalPlan(lp, pc);
store = GenPhyOp.dummyPigStorageOp();
pp.addAsLeaf(store);
mrPlan = Util.buildMRPlanWithOptimizer(pp, pc);
assertEquals(2, mrPlan.size());
sort = mrPlan.getLeaves().get(0);
assertEquals(1, sort.getRequestedParallelism());
// test order by with three jobs (after optimization)
planTester = new LogicalPlanTester(pc) ;
planTester.buildPlan("a = load '/passwd';");
planTester.buildPlan("b = foreach a generate $0, $1, $2;");
lp = planTester.buildPlan("c = order b by $0;");
pp = Util.buildPhysicalPlan(lp, pc);
store = GenPhyOp.dummyPigStorageOp();
pp.addAsLeaf(store);
mrPlan = Util.buildMRPlanWithOptimizer(pp, pc);
assertEquals(3, mrPlan.size());
sort = mrPlan.getLeaves().get(0);
assertEquals(reducer, sort.getRequestedParallelism());
}
private void submit() throws Exception{
assertEquals(true, FileLocalizer.fileExists(hadoopLdFile, pc));
MapReduceLauncher mrl = new MapReduceLauncher();
mrl.launchPig(php, grpName, pc);
}
}