| /* |
| * 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.flink.api.java.operator; |
| |
| import org.apache.flink.api.common.InvalidProgramException; |
| import org.apache.flink.api.common.functions.JoinFunction; |
| import org.apache.flink.api.common.operators.base.JoinOperatorBase.JoinHint; |
| import org.apache.flink.api.common.typeinfo.BasicTypeInfo; |
| import org.apache.flink.api.common.typeutils.CompositeType; |
| import org.apache.flink.api.java.DataSet; |
| import org.apache.flink.api.java.ExecutionEnvironment; |
| import org.apache.flink.api.java.functions.KeySelector; |
| import org.apache.flink.api.java.tuple.Tuple5; |
| import org.apache.flink.api.java.typeutils.TupleTypeInfo; |
| |
| import org.junit.Test; |
| |
| import java.util.ArrayList; |
| import java.util.List; |
| |
| /** |
| * Tests for {@link DataSet#leftOuterJoin(DataSet)}. |
| */ |
| public class LeftOuterJoinOperatorTest { |
| |
| // TUPLE DATA |
| private static final List<Tuple5<Integer, Long, String, Long, Integer>> emptyTupleData = |
| new ArrayList<>(); |
| |
| private final TupleTypeInfo<Tuple5<Integer, Long, String, Long, Integer>> tupleTypeInfo = new |
| TupleTypeInfo<>( |
| BasicTypeInfo.INT_TYPE_INFO, |
| BasicTypeInfo.LONG_TYPE_INFO, |
| BasicTypeInfo.STRING_TYPE_INFO, |
| BasicTypeInfo.LONG_TYPE_INFO, |
| BasicTypeInfo.INT_TYPE_INFO |
| ); |
| |
| @Test |
| public void testLeftOuter1() { |
| |
| final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| |
| // should work |
| ds1.leftOuterJoin(ds2) |
| .where(0).equalTo(4) |
| .with(new DummyJoin()); |
| } |
| |
| @Test |
| public void testLeftOuter2() { |
| |
| final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| |
| // should work |
| ds1.leftOuterJoin(ds2) |
| .where("f1").equalTo("f3") |
| .with(new DummyJoin()); |
| } |
| |
| @Test |
| public void testLeftOuter3() { |
| |
| final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| |
| // should work |
| ds1.leftOuterJoin(ds2) |
| .where(new IntKeySelector()).equalTo(new IntKeySelector()) |
| .with(new DummyJoin()); |
| } |
| |
| @Test |
| public void testLeftOuter4() { |
| final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| |
| // should work |
| ds1.leftOuterJoin(ds2) |
| .where(0).equalTo(new IntKeySelector()) |
| .with(new DummyJoin()); |
| } |
| |
| @Test |
| public void testLeftOuter5() { |
| final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| |
| // should work |
| ds1.leftOuterJoin(ds2) |
| .where(new IntKeySelector()).equalTo("f4") |
| .with(new DummyJoin()); |
| } |
| |
| @Test |
| public void testLeftOuter6() { |
| final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| |
| // should work |
| ds1.leftOuterJoin(ds2) |
| .where("f0").equalTo(4) |
| .with(new DummyJoin()); |
| } |
| |
| @Test(expected = IndexOutOfBoundsException.class) |
| public void testLeftOuter7() { |
| final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| |
| // invalid key position |
| ds1.leftOuterJoin(ds2) |
| .where(5).equalTo(0) |
| .with(new DummyJoin()); |
| } |
| |
| @Test(expected = CompositeType.InvalidFieldReferenceException.class) |
| public void testLeftOuter8() { |
| final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| |
| // invalid key reference |
| ds1.leftOuterJoin(ds2) |
| .where(1).equalTo("f5") |
| .with(new DummyJoin()); |
| } |
| |
| @Test(expected = InvalidProgramException.class) |
| public void testLeftOuter9() { |
| final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| |
| // key types do not match |
| ds1.leftOuterJoin(ds2) |
| .where(0).equalTo(1) |
| .with(new DummyJoin()); |
| } |
| |
| @Test(expected = InvalidProgramException.class) |
| public void testLeftOuter10() { |
| final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| |
| // key types do not match |
| ds1.leftOuterJoin(ds2) |
| .where(new IntKeySelector()).equalTo(new LongKeySelector()) |
| .with(new DummyJoin()); |
| } |
| |
| @Test |
| public void testLeftOuterStrategy1() { |
| this.testLeftOuterStrategies(JoinHint.OPTIMIZER_CHOOSES); |
| } |
| |
| @Test |
| public void testLeftOuterStrategy2() { |
| this.testLeftOuterStrategies(JoinHint.REPARTITION_SORT_MERGE); |
| } |
| |
| @Test |
| public void testLeftOuterStrategy3() { |
| this.testLeftOuterStrategies(JoinHint.REPARTITION_HASH_SECOND); |
| } |
| |
| @Test |
| public void testLeftOuterStrategy4() { |
| this.testLeftOuterStrategies(JoinHint.BROADCAST_HASH_SECOND); |
| } |
| |
| @Test |
| public void testLeftOuterStrategy5() { |
| this.testLeftOuterStrategies(JoinHint.REPARTITION_HASH_FIRST); |
| } |
| |
| @Test(expected = InvalidProgramException.class) |
| public void testLeftOuterStrategy6() { |
| this.testLeftOuterStrategies(JoinHint.BROADCAST_HASH_FIRST); |
| } |
| |
| private void testLeftOuterStrategies(JoinHint hint) { |
| |
| final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds1 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| DataSet<Tuple5<Integer, Long, String, Long, Integer>> ds2 = env.fromCollection(emptyTupleData, tupleTypeInfo); |
| |
| // should work |
| ds1.leftOuterJoin(ds2, hint) |
| .where(0).equalTo(4) |
| .with(new DummyJoin()); |
| } |
| |
| /* |
| * #################################################################### |
| */ |
| |
| @SuppressWarnings("serial") |
| private static class DummyJoin implements |
| JoinFunction<Tuple5<Integer, Long, String, Long, Integer>, Tuple5<Integer, Long, String, Long, Integer>, Long> { |
| |
| @Override |
| public Long join(Tuple5<Integer, Long, String, Long, Integer> v1, Tuple5<Integer, Long, String, Long, Integer> v2) throws Exception { |
| return 1L; |
| } |
| } |
| |
| @SuppressWarnings("serial") |
| private static class IntKeySelector implements KeySelector<Tuple5<Integer, Long, String, Long, Integer>, Integer> { |
| |
| @Override |
| public Integer getKey(Tuple5<Integer, Long, String, Long, Integer> v) throws Exception { |
| return v.f0; |
| } |
| } |
| |
| @SuppressWarnings("serial") |
| private static class LongKeySelector implements KeySelector<Tuple5<Integer, Long, String, Long, Integer>, Long> { |
| |
| @Override |
| public Long getKey(Tuple5<Integer, Long, String, Long, Integer> v) throws Exception { |
| return v.f1; |
| } |
| } |
| |
| } |