/*
* 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.common.functions.util;
import static org.junit.Assert.*;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.concurrent.Future;
import org.apache.flink.api.common.ExecutionConfig;
import org.apache.flink.api.common.TaskInfo;
import org.apache.flink.api.common.accumulators.Accumulator;
import org.apache.flink.api.common.functions.BroadcastVariableInitializer;
import org.apache.flink.core.fs.Path;
import org.apache.flink.metrics.groups.UnregisteredMetricsGroup;
import org.junit.Test;
public class RuntimeUDFContextTest {
private final TaskInfo taskInfo = new TaskInfo("test name", 3, 1, 3, 0);
@Test
public void testBroadcastVariableNotFound() {
try {
RuntimeUDFContext ctx = new RuntimeUDFContext(
taskInfo, getClass().getClassLoader(), new ExecutionConfig(),
new HashMap<String, Future<Path>>(),
new HashMap<String, Accumulator<?, ?>>(),
new UnregisteredMetricsGroup());
assertFalse(ctx.hasBroadcastVariable("some name"));
try {
ctx.getBroadcastVariable("some name");
fail("should throw an exception");
}
catch (IllegalArgumentException e) {
// expected
}
try {
ctx.getBroadcastVariableWithInitializer("some name", new BroadcastVariableInitializer<Object, Object>() {
public Object initializeBroadcastVariable(Iterable<Object> data) { return null; }
});
fail("should throw an exception");
}
catch (IllegalArgumentException e) {
// expected
}
}
catch (Exception e) {
e.printStackTrace();
fail(e.getMessage());
}
}
@Test
public void testBroadcastVariableSimple() {
try {
RuntimeUDFContext ctx = new RuntimeUDFContext(
taskInfo, getClass().getClassLoader(), new ExecutionConfig(),
new HashMap<String, Future<Path>>(),
new HashMap<String, Accumulator<?, ?>>(),
new UnregisteredMetricsGroup());
ctx.setBroadcastVariable("name1", Arrays.asList(1, 2, 3, 4));
ctx.setBroadcastVariable("name2", Arrays.asList(1.0, 2.0, 3.0, 4.0));
assertTrue(ctx.hasBroadcastVariable("name1"));
assertTrue(ctx.hasBroadcastVariable("name2"));
List<Integer> list1 = ctx.getBroadcastVariable("name1");
List<Double> list2 = ctx.getBroadcastVariable("name2");
assertEquals(Arrays.asList(1, 2, 3, 4), list1);
assertEquals(Arrays.asList(1.0, 2.0, 3.0, 4.0), list2);
// access again
List<Integer> list3 = ctx.getBroadcastVariable("name1");
List<Double> list4 = ctx.getBroadcastVariable("name2");
assertEquals(Arrays.asList(1, 2, 3, 4), list3);
assertEquals(Arrays.asList(1.0, 2.0, 3.0, 4.0), list4);
// and again ;-)
List<Integer> list5 = ctx.getBroadcastVariable("name1");
List<Double> list6 = ctx.getBroadcastVariable("name2");
assertEquals(Arrays.asList(1, 2, 3, 4), list5);
assertEquals(Arrays.asList(1.0, 2.0, 3.0, 4.0), list6);
}
catch (Exception e) {
e.printStackTrace();
fail(e.getMessage());
}
}
@Test
public void testBroadcastVariableWithInitializer() {
try {
RuntimeUDFContext ctx = new RuntimeUDFContext(
taskInfo, getClass().getClassLoader(), new ExecutionConfig(),
new HashMap<String, Future<Path>>(),
new HashMap<String, Accumulator<?, ?>>(),
new UnregisteredMetricsGroup());
ctx.setBroadcastVariable("name", Arrays.asList(1, 2, 3, 4));
// access it the first time with an initializer
List<Double> list = ctx.getBroadcastVariableWithInitializer("name", new ConvertingInitializer());
assertEquals(Arrays.asList(1.0, 2.0, 3.0, 4.0), list);
// access it the second time with an initializer (which might not get executed)
List<Double> list2 = ctx.getBroadcastVariableWithInitializer("name", new ConvertingInitializer());
assertEquals(Arrays.asList(1.0, 2.0, 3.0, 4.0), list2);
// access it the third time without an initializer (should work by "chance", because the result is a list)
List<Double> list3 = ctx.getBroadcastVariable("name");
assertEquals(Arrays.asList(1.0, 2.0, 3.0, 4.0), list3);
}
catch (Exception e) {
e.printStackTrace();
fail(e.getMessage());
}
}
@Test
public void testResetBroadcastVariableWithInitializer() {
try {
RuntimeUDFContext ctx = new RuntimeUDFContext(
taskInfo, getClass().getClassLoader(), new ExecutionConfig(),
new HashMap<String, Future<Path>>(),
new HashMap<String, Accumulator<?, ?>>(),
new UnregisteredMetricsGroup());
ctx.setBroadcastVariable("name", Arrays.asList(1, 2, 3, 4));
// access it the first time with an initializer
List<Double> list = ctx.getBroadcastVariableWithInitializer("name", new ConvertingInitializer());
assertEquals(Arrays.asList(1.0, 2.0, 3.0, 4.0), list);
// set it again to something different
ctx.setBroadcastVariable("name", Arrays.asList(2, 3, 4, 5));
List<Double> list2 = ctx.getBroadcastVariableWithInitializer("name", new ConvertingInitializer());
assertEquals(Arrays.asList(2.0, 3.0, 4.0, 5.0), list2);
}
catch (Exception e) {
e.printStackTrace();
fail(e.getMessage());
}
}
@Test
public void testBroadcastVariableWithInitializerAndMismatch() {
try {
RuntimeUDFContext ctx = new RuntimeUDFContext(
taskInfo, getClass().getClassLoader(), new ExecutionConfig(),
new HashMap<String, Future<Path>>(),
new HashMap<String, Accumulator<?, ?>>(),
new UnregisteredMetricsGroup());
ctx.setBroadcastVariable("name", Arrays.asList(1, 2, 3, 4));
// access it the first time with an initializer
int sum = ctx.getBroadcastVariableWithInitializer("name", new SumInitializer());
assertEquals(10, sum);
// access it the second time with no initializer -> should fail due to type mismatch
try {
ctx.getBroadcastVariable("name");
fail("should throw an exception");
}
catch (IllegalStateException e) {
// expected
}
}
catch (Exception e) {
e.printStackTrace();
fail(e.getMessage());
}
}
// --------------------------------------------------------------------------------------------
private static final class ConvertingInitializer implements BroadcastVariableInitializer<Integer, List<Double>> {
@Override
public List<Double> initializeBroadcastVariable(Iterable<Integer> data) {
List<Double> list = new ArrayList<Double>();
for (Integer i : data) {
list.add(i.doubleValue());
}
return list;
}
}
private static final class SumInitializer implements BroadcastVariableInitializer<Integer, Integer> {
@Override
public Integer initializeBroadcastVariable(Iterable<Integer> data) {
int sum = 0;
for (Integer i : data) {
sum += i;
}
return sum;
}
}
}