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/*
* Copyright 2009-2010 by The Regents of the University of California
* Licensed 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 from
*
* 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 edu.uci.ics.hyracks.tests.integration;
import java.io.DataOutput;
import java.io.File;
import java.io.IOException;
import org.junit.Test;
import edu.uci.ics.hyracks.api.constraints.PartitionConstraintHelper;
import edu.uci.ics.hyracks.api.dataflow.IConnectorDescriptor;
import edu.uci.ics.hyracks.api.dataflow.IOperatorDescriptor;
import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
import edu.uci.ics.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
import edu.uci.ics.hyracks.api.dataflow.value.INullWriter;
import edu.uci.ics.hyracks.api.dataflow.value.INullWriterFactory;
import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
import edu.uci.ics.hyracks.api.io.FileReference;
import edu.uci.ics.hyracks.api.job.JobSpecification;
import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
import edu.uci.ics.hyracks.dataflow.common.data.parsers.IValueParserFactory;
import edu.uci.ics.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
import edu.uci.ics.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
import edu.uci.ics.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
import edu.uci.ics.hyracks.dataflow.std.connectors.MToNReplicatingConnectorDescriptor;
import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
import edu.uci.ics.hyracks.dataflow.std.file.ConstantFileSplitProvider;
import edu.uci.ics.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
import edu.uci.ics.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
import edu.uci.ics.hyracks.dataflow.std.join.GraceHashJoinOperatorDescriptor;
import edu.uci.ics.hyracks.dataflow.std.join.HybridHashJoinOperatorDescriptor;
import edu.uci.ics.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor;
import edu.uci.ics.hyracks.dataflow.std.misc.MaterializingOperatorDescriptor;
import edu.uci.ics.hyracks.tests.util.NoopNullWriterFactory;
public class TPCHCustomerOrderHashJoinTest extends AbstractIntegrationTest {
/*
* TPCH Customer table: CREATE TABLE CUSTOMER ( C_CUSTKEY INTEGER NOT NULL,
* C_NAME VARCHAR(25) NOT NULL, C_ADDRESS VARCHAR(40) NOT NULL, C_NATIONKEY
* INTEGER NOT NULL, C_PHONE CHAR(15) NOT NULL, C_ACCTBAL DECIMAL(15,2) NOT
* NULL, C_MKTSEGMENT CHAR(10) NOT NULL, C_COMMENT VARCHAR(117) NOT NULL );
* TPCH Orders table: CREATE TABLE ORDERS ( O_ORDERKEY INTEGER NOT NULL,
* O_CUSTKEY INTEGER NOT NULL, O_ORDERSTATUS CHAR(1) NOT NULL, O_TOTALPRICE
* DECIMAL(15,2) NOT NULL, O_ORDERDATE DATE NOT NULL, O_ORDERPRIORITY
* CHAR(15) NOT NULL, O_CLERK CHAR(15) NOT NULL, O_SHIPPRIORITY INTEGER NOT
* NULL, O_COMMENT VARCHAR(79) NOT NULL );
*/
@Test
public void customerOrderCIDJoin() throws Exception {
JobSpecification spec = new JobSpecification();
FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
"data/tpch0.001/customer.tbl"))) };
IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
"data/tpch0.001/orders.tbl"))) };
IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
InMemoryHashJoinOperatorDescriptor join = new InMemoryHashJoinOperatorDescriptor(
spec,
new int[] { 1 },
new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
custOrderJoinDesc, 128);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
createTempFile().getAbsolutePath()) });
IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(ordJoinConn, ordScanner, 0, join, 0);
IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(custJoinConn, custScanner, 0, join, 1);
IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
spec.connect(joinPrinterConn, join, 0, printer, 0);
spec.addRoot(printer);
runTest(spec);
}
@Test
public void customerOrderCIDGraceJoin() throws Exception {
JobSpecification spec = new JobSpecification();
FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
"data/tpch0.001/customer.tbl"))) };
IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
"data/tpch0.001/orders.tbl"))) };
IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
GraceHashJoinOperatorDescriptor join = new GraceHashJoinOperatorDescriptor(
spec,
4,
10,
200,
1.2,
new int[] { 1 },
new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
custOrderJoinDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
createTempFile().getAbsolutePath()) });
IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(ordJoinConn, ordScanner, 0, join, 0);
IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(custJoinConn, custScanner, 0, join, 1);
IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
spec.connect(joinPrinterConn, join, 0, printer, 0);
spec.addRoot(printer);
runTest(spec);
}
@Test
public void customerOrderCIDHybridHashJoin() throws Exception {
JobSpecification spec = new JobSpecification();
FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
"data/tpch0.001/customer.tbl"))) };
IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
"data/tpch0.001/orders.tbl"))) };
IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
HybridHashJoinOperatorDescriptor join = new HybridHashJoinOperatorDescriptor(
spec,
5,
20,
200,
1.2,
new int[] { 1 },
new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
custOrderJoinDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
createTempFile().getAbsolutePath()) });
IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(ordJoinConn, ordScanner, 0, join, 0);
IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(custJoinConn, custScanner, 0, join, 1);
IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
spec.connect(joinPrinterConn, join, 0, printer, 0);
spec.addRoot(printer);
runTest(spec);
}
@Test
public void customerOrderCIDInMemoryHashLeftOuterJoin() throws Exception {
JobSpecification spec = new JobSpecification();
FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
"data/tpch0.001/customer.tbl"))) };
IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
"data/tpch0.001/orders.tbl"))) };
IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC2_ID);
FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
INullWriterFactory[] nullWriterFactories = new INullWriterFactory[ordersDesc.getFieldCount()];
for (int j = 0; j < nullWriterFactories.length; j++) {
nullWriterFactories[j] = NoopNullWriterFactory.INSTANCE;
}
InMemoryHashJoinOperatorDescriptor join = new InMemoryHashJoinOperatorDescriptor(
spec,
new int[] { 0 },
new int[] { 1 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
custOrderJoinDesc, true, nullWriterFactories, 128);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
createTempFile().getAbsolutePath()) });
IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(ordJoinConn, ordScanner, 0, join, 1);
IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(custJoinConn, custScanner, 0, join, 0);
IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
spec.connect(joinPrinterConn, join, 0, printer, 0);
spec.addRoot(printer);
runTest(spec);
}
@Test
public void customerOrderCIDGraceHashLeftOuterJoin() throws Exception {
JobSpecification spec = new JobSpecification();
FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
"data/tpch0.001/customer.tbl"))) };
IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
"data/tpch0.001/orders.tbl"))) };
IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC2_ID);
FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
INullWriterFactory[] nullWriterFactories = new INullWriterFactory[ordersDesc.getFieldCount()];
for (int j = 0; j < nullWriterFactories.length; j++) {
nullWriterFactories[j] = NoopNullWriterFactory.INSTANCE;
}
GraceHashJoinOperatorDescriptor join = new GraceHashJoinOperatorDescriptor(
spec,
5,
20,
200,
1.2,
new int[] { 0 },
new int[] { 1 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
custOrderJoinDesc, true, nullWriterFactories);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
createTempFile().getAbsolutePath()) });
IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(ordJoinConn, ordScanner, 0, join, 1);
IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(custJoinConn, custScanner, 0, join, 0);
IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
spec.connect(joinPrinterConn, join, 0, printer, 0);
spec.addRoot(printer);
runTest(spec);
}
@Test
public void customerOrderCIDHybridHashLeftOuterJoin() throws Exception {
JobSpecification spec = new JobSpecification();
FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
"data/tpch0.001/customer.tbl"))) };
IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
"data/tpch0.001/orders.tbl"))) };
IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC2_ID);
FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
INullWriterFactory[] nullWriterFactories = new INullWriterFactory[ordersDesc.getFieldCount()];
for (int j = 0; j < nullWriterFactories.length; j++) {
nullWriterFactories[j] = NoopNullWriterFactory.INSTANCE;
}
HybridHashJoinOperatorDescriptor join = new HybridHashJoinOperatorDescriptor(
spec,
5,
20,
200,
1.2,
new int[] { 0 },
new int[] { 1 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
custOrderJoinDesc, true, nullWriterFactories);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
createTempFile().getAbsolutePath()) });
IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(ordJoinConn, ordScanner, 0, join, 1);
IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(custJoinConn, custScanner, 0, join, 0);
IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
spec.connect(joinPrinterConn, join, 0, printer, 0);
spec.addRoot(printer);
runTest(spec);
}
@Test
public void customerOrderCIDJoinMulti() throws Exception {
JobSpecification spec = new JobSpecification();
FileSplit[] custSplits = new FileSplit[] {
new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
FileSplit[] ordersSplits = new FileSplit[] {
new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
InMemoryHashJoinOperatorDescriptor join = new InMemoryHashJoinOperatorDescriptor(
spec,
new int[] { 1 },
new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
custOrderJoinDesc, 128);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
createTempFile().getAbsolutePath()) });
IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
new FieldHashPartitionComputerFactory(new int[] { 1 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
.of(UTF8StringPointable.FACTORY) }));
spec.connect(ordJoinConn, ordScanner, 0, join, 0);
IConnectorDescriptor custJoinConn = new MToNPartitioningConnectorDescriptor(spec,
new FieldHashPartitionComputerFactory(new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
.of(UTF8StringPointable.FACTORY) }));
spec.connect(custJoinConn, custScanner, 0, join, 1);
IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
spec.connect(joinPrinterConn, join, 0, printer, 0);
spec.addRoot(printer);
runTest(spec);
}
@Test
public void customerOrderCIDGraceJoinMulti() throws Exception {
JobSpecification spec = new JobSpecification();
FileSplit[] custSplits = new FileSplit[] {
new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
FileSplit[] ordersSplits = new FileSplit[] {
new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
GraceHashJoinOperatorDescriptor join = new GraceHashJoinOperatorDescriptor(
spec,
3,
20,
100,
1.2,
new int[] { 1 },
new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
custOrderJoinDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
createTempFile().getAbsolutePath()) });
IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
new FieldHashPartitionComputerFactory(new int[] { 1 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
.of(UTF8StringPointable.FACTORY) }));
spec.connect(ordJoinConn, ordScanner, 0, join, 0);
IConnectorDescriptor custJoinConn = new MToNPartitioningConnectorDescriptor(spec,
new FieldHashPartitionComputerFactory(new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
.of(UTF8StringPointable.FACTORY) }));
spec.connect(custJoinConn, custScanner, 0, join, 1);
IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
spec.connect(joinPrinterConn, join, 0, printer, 0);
spec.addRoot(printer);
runTest(spec);
}
@Test
public void customerOrderCIDHybridHashJoinMulti() throws Exception {
JobSpecification spec = new JobSpecification();
FileSplit[] custSplits = new FileSplit[] {
new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
FileSplit[] ordersSplits = new FileSplit[] {
new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
HybridHashJoinOperatorDescriptor join = new HybridHashJoinOperatorDescriptor(
spec,
3,
20,
100,
1.2,
new int[] { 1 },
new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
custOrderJoinDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
createTempFile().getAbsolutePath()) });
IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
new FieldHashPartitionComputerFactory(new int[] { 1 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
.of(UTF8StringPointable.FACTORY) }));
spec.connect(ordJoinConn, ordScanner, 0, join, 0);
IConnectorDescriptor custJoinConn = new MToNPartitioningConnectorDescriptor(spec,
new FieldHashPartitionComputerFactory(new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
.of(UTF8StringPointable.FACTORY) }));
spec.connect(custJoinConn, custScanner, 0, join, 1);
IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
spec.connect(joinPrinterConn, join, 0, printer, 0);
spec.addRoot(printer);
runTest(spec);
}
@Test
public void customerOrderCIDJoinAutoExpand() throws Exception {
JobSpecification spec = new JobSpecification();
FileSplit[] custSplits = new FileSplit[] {
new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
FileSplit[] ordersSplits = new FileSplit[] {
new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
InMemoryHashJoinOperatorDescriptor join = new InMemoryHashJoinOperatorDescriptor(
spec,
new int[] { 1 },
new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
custOrderJoinDesc, 128);
PartitionConstraintHelper.addPartitionCountConstraint(spec, join, 2);
IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
createTempFile().getAbsolutePath()) });
IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
new FieldHashPartitionComputerFactory(new int[] { 1 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
.of(UTF8StringPointable.FACTORY) }));
spec.connect(ordJoinConn, ordScanner, 0, join, 0);
IConnectorDescriptor custJoinConn = new MToNPartitioningConnectorDescriptor(spec,
new FieldHashPartitionComputerFactory(new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
.of(UTF8StringPointable.FACTORY) }));
spec.connect(custJoinConn, custScanner, 0, join, 1);
IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
spec.connect(joinPrinterConn, join, 0, printer, 0);
spec.addRoot(printer);
runTest(spec);
}
@Test
public void customerOrderCIDJoinMultiMaterialized() throws Exception {
JobSpecification spec = new JobSpecification();
FileSplit[] custSplits = new FileSplit[] {
new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE });
FileSplit[] ordersSplits = new FileSplit[] {
new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE, UTF8StringSerializerDeserializer.INSTANCE,
UTF8StringSerializerDeserializer.INSTANCE });
FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
MaterializingOperatorDescriptor ordMat = new MaterializingOperatorDescriptor(spec, ordersDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordMat, NC1_ID, NC2_ID);
MaterializingOperatorDescriptor custMat = new MaterializingOperatorDescriptor(spec, custDesc);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custMat, NC1_ID, NC2_ID);
InMemoryHashJoinOperatorDescriptor join = new InMemoryHashJoinOperatorDescriptor(
spec,
new int[] { 1 },
new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
custOrderJoinDesc, 128);
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
createTempFile().getAbsolutePath()) });
IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
IConnectorDescriptor ordPartConn = new MToNPartitioningConnectorDescriptor(spec,
new FieldHashPartitionComputerFactory(new int[] { 1 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
.of(UTF8StringPointable.FACTORY) }));
spec.connect(ordPartConn, ordScanner, 0, ordMat, 0);
IConnectorDescriptor custPartConn = new MToNPartitioningConnectorDescriptor(spec,
new FieldHashPartitionComputerFactory(new int[] { 0 },
new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
.of(UTF8StringPointable.FACTORY) }));
spec.connect(custPartConn, custScanner, 0, custMat, 0);
IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(ordJoinConn, ordMat, 0, join, 0);
IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
spec.connect(custJoinConn, custMat, 0, join, 1);
IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
spec.connect(joinPrinterConn, join, 0, printer, 0);
spec.addRoot(printer);
runTest(spec);
}
}